Kjersti Engan

Professor

Kjersti Engan
51832008
Det teknisk-naturvitenskapelige fakultet
Institutt for data- og elektroteknologi
KE E-431
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Bio
Kjersti Engan is a full professor at the Electrical Engineering and Computer Science department at the University of Stavanger (UiS). She received the BE degree in electrical engineering from Bergen University College in 1994 and the M.Sc. and Ph.D degrees in electrical engineering in 1996 and 2000 respectively from UiS. She is the leader of the Biomedical data analysis lab - BMDLab - at UiS.

Her research interests are in signal and image processing and machine learning with emphasis on medical applications and in dictionary learning for sparse signal and image representation. Past and current projects in collaboration with local and international hospitals and partners include analysis, classification and segmentation in Cardiac MR on infarct patients, brain MRI on dementia patients, CT Perfusion images from stroke patients and on histopathological images for different cancer types. She is also active in projects on cardiac arrest and newborn survival, contributing with analysis and classification on fetal heart rate signals, ECG and ventilation signals and on video analysis for activity detection during resuscitation.

She is a senior member of IEEE, and a board member of NOBIM (Norwegian Image and Pattern Recognition Society). She has served as Associate editor and Senior Area editor for IEEE Signal Processing Letters, and as a member of IEEE Image, Video, and Multidimensional Signal Processing Technical Committee (IVMSP). She is an associate editor for SIAM Journal on Imaging Sciences (SIIMS).

Kjersti Engan Research Gate profile

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Publications
Tilbake
  • Vitenskapelige publikasjoner

    • Fuster Navarro, Saul; Khoraminia, Farbod; Kiraz, Umay; Kanwal, Neel; Kvikstad, Vebjørn; Eftestøl, Trygve Christian; Zuiverloon, Tahlita C M; Janssen, Emiel; Engan, Kjersti

      (2022)

      Invasive cancerous area detection in non-muscle invasive bladder cancer whole slide images. I: 2022 IEEE 14th image video and multidimensional signal processing workshop (IVMSP) : 26-29 June 2022 : Nafplio, Greece.

      IEEE conference proceedings

      ISBN 9781665478229.

      DOI: 10.1109/IVMSP54334.2022.9816352

    • Kanwal, Neel; Fuster Navarro, Saul; Khoraminia, Farbod; Zuiverloon, Tahlita C M; Chunming, Rong; Engan, Kjersti

      (2022)

      Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images. I: 2022 IEEE 14th image video and multidimensional signal processing workshop (IVMSP) : 26-29 June 2022 : Nafplio, Greece.

      IEEE conference proceedings

      ISBN 9781665478229.

      DOI: 10.1109/IVMSP54334.2022.9816283

    • Kanwal, Neel; Pérez-Bueno, Fernando; Schmidt, Arne; Engan, Kjersti; Molina, Rafael

      (2022)

      The Devil is in the Details: Whole Slide Image Acquisition and Processing for Artifacts Detection, Color Variation, and Data Augmentation: A Review.

      IEEE Access

      ISSN 2169-3536.

      Volum 10.

      s.58821-58844.

      DOI: 10.1109/ACCESS.2022.3176091

    • Tomasetti, Luca; Khanmohammadi, Mahdieh; Engan, Kjersti; Høllesli, Liv Jorunn; Kurz, Kathinka Dæhli

      (2022)

      Multi-input segmentation of damaged brain in acute ischemic stroke patients using slow fusion with skip connection.

      Proceedings of the Northern Lights Deep Learning Workshop

      Volum 3.

      DOI: 10.7557/18.6223

    • Urdal, Jarle; Engan, Kjersti; Eftestøl, Trygve Christian; Haaland, Solveig H.; Kamala, Benjamin; Mdoe, Paschal Francis; Kidanto, Hussein; Ersdal, Hege

      (2021)

      Fetal heart rate development during labour.

      Biomedical engineering online

      ISSN 1475-925X.

      Volum 20.

      Hefte 1.

      s.1-20.

      DOI: 10.1186/s12938-021-00861-z

    • Wetteland, Rune; Kvikstad, Vebjørn; Eftestøl, Trygve Christian; Tøssebro, Erlend; Lillesand, Melinda; Janssen, Emiel; Engan, Kjersti

      (2021)

      Automatic diagnostic tool for predicting cancer grade in bladder cancer patients using deep learning.

      IEEE Access

      ISSN 2169-3536.

      Volum 9.

      s.115813-115825.

      DOI: 10.1109/ACCESS.2021.3104724

    • Wetteland, Rune; Engan, Kjersti; Eftestøl, Trygve Christian

      (2021)

      Parameterized Extraction of Tiles in Multilevel Gigapixel Images.

      Image and Signal Processing and Analysis

      ISSN 1845-5921.

      DOI: 10.1109/ISPA52656.2021.9552104

    • Morales, Sandra; Engan, Kjersti; Naranjo, Valery

      (2021)

      Artificial intelligence in computational pathology – challenges and future directions.

      Digital signal processing (Print)

      ISSN 1051-2004.

      Volum 119.

      DOI: 10.1016/j.dsp.2021.103196

    • Tomasetti, Luca; Høllesli, Liv Jorunn; Engan, Kjersti; Kurz, Kathinka Dæhli; Kurz, Friedrich Martin Wilhelm; Khanmohammadi, Mahdieh

      (2021)

      Machine learning algorithms vs. thresholding to segment ischemic regions in patients with acute ischemic stroke .

      IEEE journal of biomedical and health informatics

      ISSN 2168-2194.

      s.1-12.

      DOI: 10.1109/JBHI.2021.3097591

    • Meinich-Bache, Øyvind; Austnes, Simon Lennart; Engan, Kjersti; Austvoll, Ivar; Eftestøl, Trygve Christian; Myklebust, Helge; Kusulla, Simeon; Kidanto, Hussein; Ersdal, Hege Langli

      (2020)

      Activity Recognition from Newborn Resuscitation Videos.

      IEEE journal of biomedical and health informatics

      ISSN 2168-2194.

      Volum 24.

      Hefte 11.

      s.3258-3267.

      DOI: 10.1109/JBHI.2020.2978252

    • Urdal, Jarle; Engan, Kjersti; Eftestøl, Trygve Christian; Naranjo, Valery; Haug, Ingun; Yeconia, Anita; Kidanto, Hussein; Ersdal, Hege Langli

      (2020)

      Automatic identification of stimulation activities during newborn resuscitation using ECG and accelerometer signals.

      Computer Methods and Programs in Biomedicine

      ISSN 0169-2607.

      Volum 193.

      s.1-9.

      DOI: 10.1016/j.cmpb.2020.105445

    • Tomasetti, Luca; Engan, Kjersti; Khanmohammadi, Mahdieh; Kurz, Kathinka Dæhli

      (2020)

      CNN based segmentation of infarcted regions in acute cerebral stroke patients from computed tomography perfusion imaging. I: BCB 20 : 11th ACM international conference on iioinformatics computational biology and health informatics : Virtual event USA September, 2020.

      Association for Computing Machinery (ACM)

      ISBN 9781450379649.

      DOI: 10.1145/3388440.3412470

    • Wetteland, Rune; Engan, Kjersti; Eftestøl, Trygve Christian; Kvikstad, Vebjørn; Janssen, Emiel

      (2020)

      A Multiscale Approach for Whole-Slide Image Segmentation of five Tissue Classes in Urothelial Carcinoma Slides.

      Technology in Cancer Research and Treatment

      ISSN 1533-0346.

      Volum 19.

      s.1-15.

      DOI: 10.1177/1533033820946787

    • Dalheim, Ove Nicolai; Wetteland, Rune; Kvikstad, Vebjørn; Janssen, Emiel; Engan, Kjersti

      (2020)

      Semi-supervised tissue segmentation of histological images.

      CEUR Workshop Proceedings

      ISSN 1613-0073.

      Volum 2688.

    • Urdal, Jarle; Engan, Kjersti; Eftestøl, Trygve Christian; Yarrot, Ladislaus Blacy; Hussein, Kidanto; Ersdal, Hege Langli

      (2019)

      Noise and Contraction Detection using Fetal Heart Rate and Accelerometer Signals During Labour .

      Linköping Electronic Conference Proceedings

      ISSN 1650-3686.

      s.121-126.

    • Le, Kjell; Eftestøl, Trygve Christian; Engan, Kjersti; Kleiven, Øyunn; Ørn, Stein

      (2019)

      Validation of Baseline Wander Removal and Isoelectric Correction in Electrocardiograms Using Clustering.

      European Signal Processing Conference

      ISSN 2076-1465.

      DOI: 10.23919/EUSIPCO.2019.8903153

    • Schulz, Jörn; Kvaløy, Jan Terje; Engan, Kjersti; Eftestøl, Trygve Christian; Jatosh, Samwel; Hussein, Kidanto; Ersdal, Hege Langli

      (2019)

      State transition modeling of complex monitored health data.

      Journal of Applied Statistics

      ISSN 0266-4763.

      DOI: 10.1080/02664763.2019.1698523

    • Khanmohammadi, Mahdieh; Engan, Kjersti; Sæland, Charlotte; Eftestøl, Trygve Christian; Larsen, Alf Inge

      (2019)

      Automatic estimation of coronary blood flow velocity step 1 for developing a tool to diagnose patients with micro-vascular angina pectoris.

      Frontiers in Cardiovascular Medicine

      ISSN 2297-055X.

      Volum 6:1.

      s.1-11.

      DOI: 10.3389/fcvm.2019.00001

    • Le, Kjell; Eftestøl, Trygve Christian; Engan, Kjersti; Kleiven, Øyunn; Ørn, Stein

      (2019)

      Baseline Wander Removal and Isoelectric Correction in Electrocardiograms Using Clustering.

      Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing

      ISSN 1520-6149.

      Volum 2019-May.

      s.1274-1278.

      DOI: 10.1109/ICASSP.2019.8683084

    • Meinich-Bache, Øyvind; Engan, Kjersti; Austvoll, Ivar; Eftestøl, Trygve Christian; Myklebust, Helge; Yarrot, Ladislaus Blacy; Kidanto, Hussein; Ersdal, Hege Langli

      (2019)

      Object Detection During Newborn Resuscitation Activities.

      IEEE journal of biomedical and health informatics

      ISSN 2168-2194.

      DOI: 10.1109/JBHI.2019.2924808

    • Wetteland, Rune; Engan, Kjersti; Eftestøl, Trygve Christian; Kvikstad, Vebjørn; Janssen, Emiel

      (2019)

      Multiclass tissue classification of whole-slide histological images using convolutional neural networks. I: Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods.

      SciTePress

      ISBN 978-989-758-351-3.

      s.320-327.

      DOI: 10.5220/0007253603200327

    • Le, Kjell; Eftestøl, Trygve Christian; Engan, Kjersti; Kleiven, Øyunn; Ørn, Stein

      (2018)

      Invariant electrical mean axis in electrocardiogram.

      Computing in cardiology

      ISSN 2325-8861.

      Volum 45.

      DOI: 10.22489/CinC.2018.151

    • Le, Kjell; Eftestøl, Trygve Christian; Engan, Kjersti; Ørn, Stein; Kleiven, Øyunn

      (2018)

      High Frequency Noise Detection and Handling in ECG Signals.

      European Signal Processing Conference

      ISSN 2076-1465.

      s.46-50.

      DOI: 10.23919/EUSIPCO.2018.8553046

    • Rad, Ali Bahrami; Eftestøl, Trygve Christian; Irusta, Unai; Kvaløy, Jan Terje; Wik, Lars; Kramer-Johansen, Jo; Katsaggelos, Aggelos K.; Engan, Kjersti

      (2018)

      An automatic system for the comprehensive retrospective analysis of cardiac rhythms in resuscitation episodes.

      Resuscitation

      ISSN 0300-9572.

      Volum 122.

      s.6-12.

      DOI: 10.1016/j.resuscitation.2017.11.035

    • Meinich-Bache, Øyvind; Engan, Kjersti; Eftestøl, Trygve Christian; Austvoll, Ivar

      (2018)

      Kinect Modelling of Chest Compressions - A Feasibility Study for Chest Compression Depth Measurement Using Digital Strategies.

      Proceedings of IEEE International Conference on Image Processing

      ISSN 1522-4880.

      s.913-917.

      DOI: 10.1109/ICIP.2018.8451387

    • Legaz-Aparicio, Alvar-Gines; Verdu-Monedero, Rafael; Engan, Kjersti

      (2018)

      Noise robust and rotation invariant framework for texture analysis and classification.

      Applied Mathematics and Computation

      ISSN 0096-3003.

      Volum 335.

      s.124-132.

      DOI: 10.1016/j.amc.2018.04.018

    • Meinich-Bache, Øyvind; Engan, Kjersti; Birkenes, Tonje Søraas; Myklebust, Helge

      (2018)

      Real-Time Chest Compression Quality Measurements by Smartphone Camera.

      Journal of Healthcare Engineering

      ISSN 2040-2295.

      Volum 2018.

      DOI: 10.1155/2018/6241856

    • Barzideh, Faraz; Urdal, Jarle; Engan, Kjersti; Skretting, Karl; Mdoe, Paschal Francis; Kamala, Benjamin; Brunner, Sara; Hussein, Kidanto

      (2018)

      Estimation of Missing Data in Fetal Heart Rate Signals Using Shift-Invariant Dictionary.

      European Signal Processing Conference

      ISSN 2076-1465.

      s.762-766.

      DOI: 10.23919/EUSIPCO.2018.8553110

    • Skretting, Karl; Engan, Kjersti

      (2017)

      Sparse Approximation by Matching Pursuit Using Shift-Invariant Dictionary. I: Image Analysis 20th Scandinavian Conference, SCIA 2017 Tromsø, Norway, June 12–14, 2017 Proceedings, Part I.

      Springer

      ISBN 978-3-319-59125-4.

      s.362-371.

      DOI: 10.1007/978-3-319-59126-1_30

    • Colomer, Adrian; Naranjo, Valery; Engan, Kjersti; Skretting, Karl

      (2017)

      Assessment of sparse-based inpainting for retinal vessel removal.

      Signal processing. Image communication

      ISSN 0923-5965.

      Volum 59.

      s.73-82.

      DOI: 10.1016/j.image.2017.03.018

    • Vu, Thi Phuong Huyen; Engan, Kjersti; Eftestøl, Trygve Christian; Katsaggelos, Aggelos; Jatosh, Samwel; Kusulla, Simeon; Mduma, Estomih; Kidanto, Hussein; Ersdal, Hege Langli

      (2017)

      Automatic classification of resuscitation activities on birth-asphyxiated newborns using acceleration and ECG signals.

      Biomedical Signal Processing and Control

      ISSN 1746-8094.

      Volum 36.

      s.20-26.

      DOI: 10.1016/j.bspc.2017.03.004

    • Meinich-Bache, Øyvind; Engan, Kjersti; Birkenes, Tonje Søraas; Myklebust, Helge

      (2017)

      Robust real-time chest compression rate detection from smartphone video. I: Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, ISPA 2017; September 18-20, 2017, Ljubljana, Slovenia.

      IEEE (Institute of Electrical and Electronics Engineers)

      ISBN 978-1-5090-4011-7.

      DOI: 10.1109/ISPA.2017.8073560

    • Urdal, Jarle; Engan, Kjersti; Eftestøl, Trygve Christian; Kidanto, Hussein; Yarrot, Ladislaus Blacy; Eilevstjønn, Joar; Ersdal, Hege Langli

      (2017)

      Signal Processing and Classification for Identification of Clinically Important Parameters During Neonatal Resuscitation. I: Proc. of the 2017 IEEE International Conference on Signal and Image Processing Applications (IEEE ICSIPA 2017).

      IEEE (Institute of Electrical and Electronics Engineers)

      ISBN 978-1-5090-5559-3.

      s.547-552.

      DOI: 10.1109/icsipa.2017.8120672

    • Rad, Ali Bahrami; Eftestøl, Trygve Christian; Engan, Kjersti; Irusta, Unai; Kvaløy, Jan Terje; Kramer-Johansen, Jo; Wik, Lars; Katsaggelos, Aggelos K.

      (2017)

      ECG-Based classification of resuscitation cardiac rhythms for retrospective data analysis.

      IEEE Transactions on Biomedical Engineering

      ISSN 0018-9294.

      Volum 64.

      Hefte 10.

      s.2411-2418.

      DOI: 10.1109/TBME.2017.2688380

    • Barzideh, Faraz; Skretting, Karl; Engan, Kjersti

      (2017)

      Imposing shift-invariance using Flexible Structure Dictionary Learning (FSDL).

      Digital signal processing (Print)

      ISSN 1051-2004.

      Volum 69.

      s.162-173.

      DOI: 10.1016/j.dsp.2017.06.023

    • Urdal, Jarle; Engan, Kjersti; Kvikstad, Vebjørn; Janssen, Emilius

      (2017)

      Prognostic Prediction of Histopathological Images by Local Binary Patterns and RUSBoost.

      European Signal Processing Conference

      ISSN 2076-1465.

      s.2349-2353.

      DOI: 10.23919/EUSIPCO.2017.8081630

    • Khanmohammadi, Mahdieh; Engan, Kjersti; Eftestøl, Trygve Christian; Sæland, Charlotte; Larsen, Alf Inge

      (2017)

      SEGMENTATION OF CORONARY ARTERIES FROM X-RAY ANGIOGRAPHY SEQUENCES DURING CONTRAST FLUID PROPAGATION BY IMAGE REGISTRATION. I: Proceedings Global Conferance on Signal and Information Processing GlobalSIP 2017.

      IEEE Signal Processing Society

      ISBN 978-1-5090-5990-4.

    • Meinich-Bache, Øyvind; Engan, Kjersti; Eftestøl, Trygve Christian; Austvoll, Ivar

      (2017)

      Detecting chest compression depth using a smartphone camera and motion segmentation.

      Lecture Notes in Computer Science (LNCS)

      ISSN 0302-9743.

      Volum 10270 LNCS.

      s.53-64.

      DOI: 10.1007/978-3-319-59129-2_5

    • Vu, Thi Phuong Huyen; Eftestøl, Trygve Christian; Engan, Kjersti; Eilevstjønn, Joar; Yarrot, Ladislaus Blacy; Linde, Jørgen Erland; Ersdal, Hege Langli

      (2017)

      Automatic Detection and Parameterization of Manual Bag-Mask Ventilation on Newborns.

      IEEE journal of biomedical and health informatics

      ISSN 2168-2194.

      Volum 21.

      Hefte 2.

      s.527-538.

      DOI: 10.1109/JBHI.2016.2518238

    • Oppedal, Ketil; Engan, Kjersti; Eftestøl, Trygve Christian; Beyer, Mona K.; Aarsland, Dag

      (2017)

      Classifying Alzheimer's disease, Lewy body dementia, and normal controls using 3D texture analysis in magnetic resonance images.

      Biomedical Signal Processing and Control

      ISSN 1746-8094.

      Volum 33.

      s.19-29.

      DOI: 10.1016/j.bspc.2016.10.007

    • Naranjo, Valery; Saez, C; Morales, Sandra; Engan, Kjersti; Gomez, S.

      (2016)

      Optic cup characterization through sparse representation and dictionary learning.

      European Signal Processing Conference

      ISSN 2076-1465.

      Volum 2016-November.

      s.1688-1692.

      DOI: 10.1109/EUSIPCO.2016.7760536

    • Rad, Ali Bahrami; Engan, Kjersti; Katsaggelos, Aggelos K.; Kvaløy, Jan Terje; Wik, Lars; Kramer-Johansen, Jo; Irusta, Unai; Eftestøl, Trygve Christian

      (2016)

      Automatic cardiac rhythm interpretation during resuscitation.

      Resuscitation

      ISSN 0300-9572.

      Volum 102.

      s.44-50.

      DOI: 10.1016/j.resuscitation.2016.01.015

    • Tveit, Daniel Myklatun; Engan, Kjersti; Austvoll, Ivar; Meinich-Bache, Øyvind

      (2016)

      Motion based detection of respiration rate in infants using video.

      Proceedings of IEEE International Conference on Image Processing

      ISSN 1522-4880.

      Volum 2016-August.

      s.1225-1229.

      DOI: 10.1109/ICIP.2016.7532553

    • Engan, Kjersti; Hinna, Thomas; Ryen, Tom; Birkenes, Tonje Søraas; Myklebust, Helge

      (2016)

      Chest compression rate measurement from smartphone video.

      Biomedical engineering online

      ISSN 1475-925X.

      Volum 15:95.

      s.1-19.

      DOI: 10.1186/s12938-016-0218-6

    • Vu, Thi Phuong Huyen; Eftestøl, Trygve Christian; Engan, Kjersti; Eilevstjønn, Joar; Yarrot, Ladislaus Blacy; Linde, Jørgen Erland; Ersdal, Hege Langli

      (2016)

      Detection of activities during newborn resuscitation based on short-time energy of acceleration signal.

      Lecture Notes in Computer Science (LNCS)

      ISSN 0302-9743.

      Volum 9680.

      s.262-270.

      DOI: 10.1007/978-3-319-33618-3_27

    • Oppedal, Ketil; Eftestøl, Trygve; Engan, Kjersti; Beyer, Mona K.; Aarsland, Dag

      (2015)

      Classifying dementia using local binary patterns from different regions in magnetic resonance images.

      International Journal of Biomedical Imaging

      ISSN 1687-4188.

      Volum 2015.

      DOI: 10.1155/2015/572567

    • Morales, Sandra; Engan, Kjersti; Naranjo, Valery; Colomer, Adrian

      (2015)

      Retinal disease screening through local binary patterns.

      IEEE journal of biomedical and health informatics

      ISSN 2168-2194.

      Volum PP.

      Hefte 99.

      DOI: 10.1109/JBHI.2015.2490798

    • Morales, Sandra; Engan, Kjersti; Naranjo, Valery; Colomer, Adrian

      (2015)

      Detection of diabetic retinopathy and age-related macular degeneration from fundus images through local binary patterns and random forests.

      Proceedings of IEEE International Conference on Image Processing

      ISSN 1522-4880.

      Volum 2015-December.

      s.4838-4842.

      DOI: 10.1109/ICIP.2015.7351726

    • Woie, Leik; Engan, Kjersti; Eftestøl, Trygve; Kvaløy, Jan Terje; Ørn, Stein

      (2015)

      The relationship between transmurality of ischemic scars and the heart rate of ventricular tachycardia.

      Scandinavian Cardiovascular Journal

      ISSN 1401-7431.

      Volum 49.

      Hefte 5.

      s.241-248.

      DOI: 10.3109/14017431.2015.1066844

    • Vu, Huyen Phuong; Eftestøl, Trygve; Engan, Kjersti; Eilevstjønn, Joar; Linde, Jørgen Erland; Ersdal, Hege

      (2015)

      Exploratory Analysis of Ventilation Signals from Resuscitation Data of Newborns.

      Communications in Computer and Information Science

      ISSN 1865-0929.

      Volum 574.

      s.275-290.

      DOI: 10.1007/978-3-319-27707-3_17

    • Kotu, Lasya Priya; Engan, Kjersti; Borhani, Reza; Katsaggelos, Aggelos K.; Ørn, Stein; Woie, Leik; Eftestøl, Trygve

      (2015)

      Cardiac magnetic resonance image-based classification of the risk of arrhythmias in post-myocardial infarction patients.

      Artificial Intelligence in Medicine

      ISSN 0933-3657.

      Volum 64.

      Hefte 3.

      s.205-215.

      DOI: 10.1016/j.artmed.2015.06.001

    • Barzideh, Faraz; Skretting, Karl; Engan, Kjersti

      (2015)

      The flexible signature dictionary.

      European Signal Processing Conference

      ISSN 2076-1465.

      s.948-952.

      DOI: 10.1109/eusipco.2015.7362522

    • Woie, Leik; Engan, Kjersti; Eftestøl, Trygve; Larsen, Alf Inge; Ørn, Stein

      (2015)

      The Localization and Characterization of Ischemic Scars in relation to the Infarct Related Coronary Artery Assessed by Cardiac Magnetic Resonance and a Novel Automatic Postprocessing Method.

      Cardiology Research and Practice

      ISSN 2090-8016.

      Volum 2015.

      DOI: 10.1155/2015/120874

    • Engan, Kjersti; Naranjo, Valery; Eftestøl, Trygve Christian; Ørn, Stein; Woie, Leik

      (2015)

      Segmentation of LG Enhanced Cardiac MRI. I: Proceedings of the International Conference on Bioimaging (BIOIMAGING-2015).

      SciTePress

      ISBN 978-989-758-072-7.

      s.47-55.

      DOI: 10.5220/0005169200470055

    • Colomer, Adrian; Naranjo, Valery; Engan, Kjersti; Skretting, Karl

      (2015)

      Retinal vessel inpainting using recursive least square dictionary learning algorithm. I: 2015 International Conference on Image Processing Theory, Tools and Applications (IPTA), Orléans, France, November 2015.

      IEEE (Institute of Electrical and Electronics Engineers)

      ISBN 978-1-4799-8635-4.

      s.429-433.

      DOI: 10.1109/IPTA.2015.7367181

    • Eftestøl, Trygve Christian; Singsaas, Erlend Gyllensten; Engan, Kjersti; Woie, Leik; Ørn, Stein

      (2015)

      Automatic Detection of Microvascular Obstruction in Patients with Myocardial Infarction.

      Computing in cardiology

      ISSN 2325-8861.

      Volum 42.

      s.757-760.

      DOI: 10.1109/cic.2015.7411021

    • Vu, Huyen Phuong; Eftestøl, Trygve Christian; Engan, Kjersti; Eilevstjønn, Joar; Linde, Jørgen Erland; Ersdal, Hege Langli

      (2015)

      Exploratory Analysis of Ventilation Signals from Resuscitation Data of Newborns. I: Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2015).

      SciTePress

      ISBN 978-989-758-069-7.

      s.12-20.

      DOI: 10.5220/0005176800120020

    • Vu, Thi Phuong Huyen; Eftestøl, Trygve Christian; Engan, Kjersti; Eilevstjønn, Joar; Yarrot, Ladislaus Blacy; Linde, Jørgen Erland; Ersdal, Hege Langli

      (2015)

      Exploring the Relationship Between Characteristics of Ventilation Performance and Response of Newborns During Resuscitation.

      Communications in Computer and Information Science

      ISSN 1865-0929.

      s.275-290.

      DOI: 10.1007/978-3-319-27707-3_17

    • Eftestøl, Trygve; Måløy, Frode; Engan, Kjersti; Kotu, Lasya Priya; Woie, Leik; Ørn, Stein

      (2014)

      A Texture-based Probability Mapping for Localisation of Clinically Important Cardiac Segments in the Myocardium in Cardiac Magnetic Resonance Images from Myocardial Infarction Patients.

      Proceedings of IEEE International Conference on Image Processing

      ISSN 1522-4880.

      s.2227-2231.

      DOI: 10.1109/ICIP.2014.7025451

    • Woie, Leik; Måløy, Frode; Eftestøl, Trygve; Engan, Kjersti; Edvardsen, Thor; Kvaløy, Jan Terje; Ørn, Stein

      (2014)

      Comparing a novel automatic 3D method for LGE-CMR quantification of scar size with established methods.

      The International Journal of Cardiovascular Imaging

      ISSN 1569-5794.

      Volum 30.

      Hefte 2.

      s.339-347.

      DOI: 10.1007/s10554-013-0329-0

    • Skretting, Karl; Engan, Kjersti

      (2014)

      Energy Minimization by alpha-erosion for Supervised Texture Segmentation.

      Lecture Notes in Computer Science (LNCS)

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      s.207-214.

      DOI: 10.1007/978-3-319-11758-4_23

    • Engan, Kjersti; Woie, Leik; Eftestøl, Trygve

      (2014)

      Defining Angular and Radial Positions and Parameters for Myocardial Pixels in Cardiac MR Images.

      Computing in cardiology

      ISSN 2325-8861.

      Volum 41.

      Hefte January.

      s.941-944.

    • Rad, Ali Bahrami; Eftestøl, Trygve; Kvaløy, Jan Terje; Ayala, Unai; Kramer-Johansen, Jo; Engan, Kjersti

      (2014)

      Nearest-manifold classification approach for cardiac arrest rhythm interpretation during resuscitation.

      Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing

      ISSN 1520-6149.

      s.3621- 3625.

      DOI: 10.1109/ICASSP.2014.6854276

    • Engan, Kjersti; Naranjo, Valery; Eftestøl, Trygve; Woie, Leik; Schuchter, Arthur; Ørn, Stein

      (2014)

      Automatic Detection of Heart Center in Late Gadolinium Enhanced MRI.

      International Federation for Medical and Biological Engineering Proceedings

      ISSN 1680-0737.

      Volum 41.

      s.165-168.

      DOI: 10.1007/978-3-319-00846-2_41

    • Huyen, Vu; Eftestøl, Trygve; Engan, Kjersti; Eilevstjønn, Joar; Linde, Jørgen Erland; Ersdal, Hege

      (2014)

      Exploratory Analysis of Heart Rate Changes in Newborns to Investigate the Effectiveness of Bag-Mask Ventilation.

      Computing in cardiology

      ISSN 2325-8861.

      Volum 41.

      Hefte January.

      s.457-460.

    • Rad, Ali Bahrami; Eftestøl, Trygve; Kvaløy, Jan Terje; Ayala, Unai; Kramer-Johansen, Jo; Engan, Kjersti

      (2013)

      Probabilistic Classification Approaches for Cardiac Arrest Rhythm Interpretation during Resuscitation.

      Computers in cardiology

      ISSN 0276-6574.

      Volum 40.

      s.125-128.

      DOI: 10.1109/icassp.2014.6854276

    • Engan, Kjersti; Naranjo, Valery; Eftestøl, Trygve; Ørn, Stein; Woie, Leik

      (2013)

      Automatic Segmentation of the Epicardium in Late Gadolinium Enhanced Cardiac MR Images.

      Computers in cardiology

      ISSN 0276-6574.

      Volum 40.

      s.631-634.

    • Kotu, Lasya Priya; Engan, Kjersti; Skretting, Karl; Ørn, Stein; Woie, Leik; Eftestøl, Trygve

      (2013)

      Segmentation of Scarred Myocardium in Cardiac Magnetic Resonance Images.

      ISRN Biomedical Imaging

      ISSN 2314-5412.

      DOI: 10.1155/2013/504594

    • Kotu, Lasya Priya; Engan, Kjersti; Skretting, Karl; Måløy, Frode; Ørn, Stein; Woie, Leik; Eftestøl, Trygve

      (2013)

      Probability mapping of scarred myocardium using texture and intensity features in CMR images.

      Biomedical engineering online

      ISSN 1475-925X.

      Volum 12.

      Hefte 91.

      DOI: 10.1186/1475-925X-12-91

    • Måløy, Frode; Woie, Leik; Eftestøl, Trygve; Engan, Kjersti; Ørn, Stein

      (2013)

      Measuring the Degree of Fibrosity of Myocardial Scars from Late Gadolinium- Enhanced Cardiovascular Magnetic Resonance Images.

      Computers in cardiology

      ISSN 0276-6574.

      Volum 40.

      s.647-650.

    • Eftestøl, Trygve; Woie, Leik; Engan, Kjersti; Kvaløy, Jan Terje; Nilsen, Dennis W.T.; Ørn, Stein

      (2012)

      Texture Analysis to Assess Risk of Serious Arrhythmias after Myocardial Infarction.

      Computers in cardiology

      ISSN 0276-6574.

      s.365-368.

    • Kotu, Lasya Priya; Engan, Kjersti; Eftestøl, Trygve; Woie, Leik; Ørn, Stein; Katsaggelos, Aggelos K.

      (2012)

      LOCAL BINARY PATTERNS USED ON CARDIAC MRI TO CLASSIFY HIGH AND LOW RISK PATIENT GROUPS.

      European Signal Processing Conference

      ISSN 2076-1465.

      Volum 20.

      s.2586-2590.

    • Oppedal, Ketil; Engan, Kjersti; Aarsland, Dag; Beyer, Mona Kristiansen; Tysnes, Ole-Bjørn; Eftestøl, Trygve

      (2012)

      Using local binary pattern to classify dementia in MRI. I: 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

      IEEE Signal Processing Society

      ISBN 978-1-4577-1858-8.

      s.594-597.

    • Skretting, Karl; Engan, Kjersti

      (2011)

      Image compression using learned dictionaries by RLS-DLA and compared with K-SVD.

      Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing

      ISSN 1520-6149.

      s.1517-1520.

      DOI: 10.1109/ICASSP.2011.5946782

    • Kotu, Lasya Priya; Engan, Kjersti; Eftestøl, Trygve; Ørn, Stein; Woie, Leik

      (2011)

      TEXTURE CLASSIFICATION OF SCARRED AND NON-SCARRED MYOCARDIUM IN CARDIAC MRI USING LEARNED DICTIONARIES.

      Proceedings of IEEE International Conference on Image Processing

      ISSN 1522-4880.

      Volum 18.

      s.65-68.

      DOI: 10.1109/ICIP.2011.6116638

    • Woie, Leik; Eftestøl, Trygve; Engan, Kjersti; Kvaløy, Jan Terje; Nilsen, Dennis W.T.; Ørn, Stein

      (2011)

      The heart rate of ventricular tachycardia following an old myocardial infarction is inversely related to the size of scarring.

      Europace

      ISSN 1099-5129.

      Volum 13.

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      s.864-868.

      DOI: 10.1093/europace/euq466

    • Kotu, Lasya Priya; Engan, Kjersti; Eftestøl, Trygve; Ørn, Stein; Woie, Leik

      (2011)

      Segmentation of Scarred and Non-Scarred Myocardium in LG Enhanced CMR Images using Intensity-Based Textural Analysis.

      IEEE Engineering in Medicine and Biology Society. Conference Proceedings

      ISSN 1557-170X.

      s.5698 -5701 .

      DOI: 10.1109/IEMBS.2011.6091379

    • Skretting, Karl; Engan, Kjersti

      (2011)

      Learned dictionaries for sparse image representation: Properties and results.

      Proceedings of SPIE, the International Society for Optical Engineering

      ISSN 0277-786X.

      Volum 8138.

      DOI: 10.1117/12.892684

    • Skretting, Karl; Engan, Kjersti

      (2010)

      Recursive Least Squares Dictionary Learning Algorithm.

      IEEE Transactions on Signal Processing

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      Volum 58.

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      s.2121-2130.

      DOI: 10.1109/TSP.2010.2040671

    • Engan, Kjersti; Eftestøl, Trygve; Ørn, Stein; Kvaløy, Jan Terje; Woie, Leik

      (2010)

      Exploratory Data Analysis of Image Texture and Statistical Features on Myocardium and Infarction Areas in Cardiac Magnetic Resonance Images.

      IEEE Engineering in Medicine and Biology Society. Conference Proceedings

      ISSN 1557-170X.

      s.5728-5731 .

      DOI: 10.1109/IEMBS.2010.5627866

    • Engan, Kjersti; Gulsrud, Thor Ole; Fretheim, Karl Fredrik; Iversen, Barbro Furebotten; Eriksen, Liv

      (2007)

      A Computer Aided Detection (CAD) System for Microcalcifications in Mammograms - MammoScan muCaD.

      International Journal of Biomedical Sciences

      ISSN 1306-1216.

      Volum 2.

      Hefte 3.

    • Engan, Kjersti; Skretting, Karl; Husøy, John Håkon

      (2007)

      Family of iterative LS-based dictionary learning algorithms, ILS-DLA, for sparse signal representation.

      Digital signal processing (Print)

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      Volum 17.

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      s.32-49.

    • Engan, Kjersti; Skretting, Karl; Herredsvela, Jostein; Gulsrud, Thor Ole

      (2007)

      Frame Texture Classification Method (FTCM) Applied on Mammograms for Detection of Abnormalities.

      International Journal of Signal Processing

      ISSN 1304-4478.

      Volum 4.

      Hefte 2.

    • Gulsrud, Thor Ole; Engan, Kjersti; Herredsvela, Jostein

      (2006)

      VarMet - A Novel Method for Detection of Image Singularities. I: Proceedings of the 6th WSEAS Int. Conf. on Signal, Speech and Image Processing (SSIP'06).

    • Engan, Kjersti; Gulsrud, Thor Ole

      (2006)

      VarMet - A novel method for detection of image singularities with application to mammography.

      WSEAS Transactions on Signal Processing

      ISSN 1790-5052.

      Volum 2.

      Hefte 9.

      s.1222-1228.

    • Cotter, Shane; Rao, Bhaskar; Engan, Kjersti; Kreutz-Delgado, Kenneth

      (2005)

      Sparse solutions to linear inverse problems with multiple measurement vectors.

      IEEE Transactions on Signal Processing

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      Volum 53.

      Hefte 7.

      s.2477-2488.

    • Engan, Kjersti; Skretting, Karl; Husøy, John Håkon

      (2005)

      ECG Compression Using Signal Dependent Frames and Matching Pursuit. I: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing.

      IEEE Press

    • Engan, Kjersti; Lillo, Martin; Gulsrud, Thor Ole

      (2005)

      Compression of Digital Mammograms with Region-of-interest Coding Evaluated on a CAD System. I: Proceedings ogf SPIE, Medical Imaging 2005, Image Processing. Progress in Biomedical Optics and Imaging.

      SPIE - The International Society for Optics and Photonics

    • Tjøtta, Jarle; Engan, Kjersti; Gulsrud, Thor Ole; Skaland, Ivar; Janssen, E.A.M.; Baak, J.P.A.

      (2005)

      Automatic Counting and Classifying of Cell-Nuclei in a Tissue Section. I: Proceedings of NORSIG 2005.

      Tapir Akademisk Forlag

    • Gulsrud, Thor Ole; Engan, Kjersti; Herredsvela, Jostein

      (2005)

      Feature extraction in digital mammograms based on optimal and morphological filtering. I: Medical Imaging 2005: Image Processing - Proceedings of SPIE Vol 5747.

      SPIE - The International Society for Optics and Photonics

    • Herredsvela, Jostein; Engan, Kjersti; Gulsrud, Thor Ole; Skretting, Karl

      (2005)

      Detection of masses in mammograms by watershed segmentation and sparse representation using learned dictionaries. I: Proceedings NORSIG 2005.

      Tapir Akademisk Forlag

      s.35-40.

    • Herredsvela, Jostein; Engan, Kjersti; Gulsrud, Thor Ole; Skretting, Karl

      (2005)

      Detection of lesions in mammograms using learned dictionaries and sparse representations.

      International Federation for Medical and Biological Engineering Proceedings

      ISSN 1680-0737.

      Volum 11.

    • Gulsrud, Thor Ole; Engan, Kjersti; Hanstveit, T.

      (2005)

      Watershed segmentation of detected masser in digital mammograms. I: Proc. EMBC 2005.

      IEEE conference proceedings

    • Engan, Kjersti; Skretting, Karl; Husøy, John Håkon

      (2005)

      Denoising of Images Using Signal Dependent Frames and Matching Pursuit. I: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing.

      IEEE Press

    • Herredsvela, Jostein; Gulsrud, Thor Ole; Engan, Kjersti

      (2005)

      Detection of circumscribed masses in mammograms using morphological segmentation. I: Medical Imaging 2005 - Image Processing.

      SPIE - The International Society for Optics and Photonics

      s.902-913.

    • Kristoffersen, Espen; Austvoll, Ivar; Engan, Kjersti

      (2005)

      Dense Motion Field Estimation Using Spatial Filtering and Quasi Eigenfunction Approximations. I: Proceedings of International Conference on Image Processing 2005.

      IEEE conference proceedings

    • Rao, Bhaskar; Engan, Kjersti; Cotter, Shane; Kreutz-Delgado, Kenneth

      (2003)

      Subset Selection in Noise Based on Diversity Measure Minimization.

      ?

      Volum 51.

      Hefte 3.

      s.760-770.

    • Aase, Sven Ole; Husøy, John Håkon; Skretting, Karl; Engan, Kjersti

      (2001)

      General signal expansions for sparse representation.

      IEEE Transactions on Signal Processing

      ISSN 1053-587X.

      Volum 49.

      Hefte 5.

      s.1087-1098.

    • Engan, Kjersti; Aase, Sven Ole; Husøy, John Håkon

      (2000)

      Multi-frame Compression: Theory and Design.

      Signal Processing

      ISSN 0165-1684.

      Volum 80.

      Hefte 10.

      s.2121-2140.

  • Bøker og kapitler

    • Meinich-Bache, Øyvind; Austvoll, Ivar

      (2020)

      Automatic Video Analysis in Resuscitation.

      ISBN 978-82-7644-900-6.

      Hefte 499.

    • Urdal, Jarle

      (2020)

      Signal Processing for Newborn Survival - from Labour to Resuscitation.

      ISBN 978-82-7644-942-6.

      Hefte 535.

    • Vu, Thi Phuong Huyen

      (2016)

      Respiratory-cardio signal processing and analysis of resuscitation data on newborns in low-resource settings.

      ISBN 978-82-7644-661-6.

      Hefte 302.

    • Oppedal, Ketil; Aarsland, Dag; Beyer, Mona K.

      (2016)

      White Matter Lesions and Pattern Recognition in MRI of Neurodegenerative Dementia.

      ISBN 978-82-7644-674-6.

      Hefte 313.

  • Formidling

    • Kanwal, Neel; Khoraminia, Farbod; Zuiverloon, Tahlita C M; Rong, Chunming; Engan, Kjersti

      (2022)

      Blood and damaged tissue detection in histological Whole Slide Image.

    • Kanwal, Neel; Farbod, Khoraminia; Tahlita, Zuiverloon; Rong, Chunming; Engan, Kjersti

      (2022)

      Detection of Histopathological Artifacts in Whole Slide Images.

    • Schrøder Karlsen, Andrea; Engan, Kjersti; Rettedal, Siren

      (2021)

      Vil gi nyfødte bedre helsehjelp med varmekameraer og kunstig intelligens.

    • Wetteland, Rune; Engan, Kjersti; Eftestøl, Trygve Christian

      (2021)

      Parameterized Extraction of Tiles in Multilevel Gigapixel Images (Oral presentation).

    • Fuster Navarro, Saul; Engan, Kjersti; Eftestøl, Trygve Christian

      (2021)

      A Nested Multiple Instance Learning Framework.

    • Kanwal, Neel; Engan, Kjersti; Rong, Chunming

      (2021)

      A Preprocessing Pipeline for Histopathological Whole Slide Images.

    • Engan, Kjersti

      (2021)

      NewbornTime - Informasjon til deltagere .

    • Rogne Nilsen, Ninnie Therese; Engan, Kjersti; Rettedal, Siren; Meinich-Bache, Øyvind

      (2021)

      Kameraer og kunstig intelligens kan redde liv på fødestua.

    • Engan, Kjersti; Rettedal, Siren; Rogne Nilsen, Ninnie Therese

      (2021)

      NewbornTime - Kameraer og kunstig intelligens kan redde liv på fødestua .

    • Engan, Kjersti; Riiber, Kjersti

      (2021)

      NewbornTime - Improved newborn care based on video and artificial intelligence, project information .

    • Engan, Kjersti

      (2021)

      NewbornTime - participant information.

    • Engan, Kjersti

      (2021)

      NewbornTime – Forbedret nyfødtomsorg basert på video og kunstig intelligens: Hva, hvordan og hvorfor? .

    • Engan, Kjersti

      (2021)

      NewbornTime – Forbedret nyfødtomsorg basert på video og kunstig intelligens, Brukergruppeinformasjon.

    • Engan, Kjersti; Rettedal, Siren; Hollund, Janet Molde

      (2021)

      Vil filme fødsler med varmesøkende kamera.

    • Engan, Kjersti

      (2020)

      Safer Births through signal processing and artificial intelligence.

    • Engan, Kjersti

      (2020)

      Medisinske utfordringer og teknologi.

    • Tomasetti, Luca; Engan, Kjersti; Khanmohammadi, Mahdieh; Kurz, Kathinka Dæhli

      (2020)

      Automatic segmentation of infarcted regions from computed tomography perfusion imaging using 3D Convolutional Neural Network.

    • Tomasetti, Luca; Engan, Kjersti; Khanmohammadi, Mahdieh; Kurz, Kathinka Dæhli

      (2020)

      mJ-Net: CNN based segmentation of infarcted regions in ischemic cerebral stroke from CTP imaging.

    • Engan, Kjersti

      (2020)

      Kunstig intelligens og medisinske utfordringer.

    • Wetteland, Rune; Engan, Kjersti; Kvikstad, Vebjørn; Eftestøl, Trygve Christian; Janssen, Emiel

      (2019)

      Multiscale Deep Neural Networks for Multiclass Tissue Classification of Histological Whole-Slide Images.

      Medical Imaging with Deep Learning: MIDL 2019

    • Urdal, Jarle; Engan, Kjersti; Eftestøl, Trygve Christian; Yarrot, Ladislaus Blacy; Kidanto, Hussein; Ersdal, Hege Langli

      (2019)

      Noise and Contraction Detection using Fetal Heart Rate and Accelerometer Signals During Labour .

    • Engan, Kjersti

      (2019)

      Kunstig intelligens i helsesektoren, Noen eksempler.

    • Engan, Kjersti

      (2019)

      Fremtidens medisin - Teknologien bak og noen eksempler.

    • Engan, Kjersti; Wetteland, Rune; Tomasetti, Luca

      (2019)

      Artificial Intelligence in medicine with examples in Digital Pathology and Computed Tomography Perfusion.

    • Schulz, Jörn; Kvaløy, Jan Terje; Engan, Kjersti; Eftestøl, Trygve Christian; Jatosh, Samwel; Hussein, Kidanto; Ersdal, Hege Langli

      (2019)

      State transition modeling of complex monitored health data.

    • Barzideh, Faraz; Urdal, Jarle; Engan, Kjersti; Skretting, Karl; Mdoe, Paschal Francis; Kamala, Benjamin; Brunner, Sara; Kidanto, Hussein

      (2018)

      Estimation of Missing Data in Fetal Heart Rate Signals Using Shift-Invariant Dictionary.

    • Le, Kjell; Eftestøl, Trygve Christian; Engan, Kjersti; Ørn, Stein; Kleiven, Øyunn

      (2018)

      High Frequency Noise Detection and Handling in ECG Signals.

    • Le, Kjell; Eftestøl, Trygve Christian; Engan, Kjersti; Rong, Chunming; Ørn, Stein; Kleiven, Øyunn

      (2018)

      Noise detection and handling in ECG signals.

    • Wetteland, Rune; Engan, Kjersti; Eftestøl, Trygve Christian; Kvikstad, Vebjørn; Janssen, Emiel

      (2018)

      Histological Image Segmentation of Bladder Cancer Using Machine Learning.

    • Le, Kjell; Eftestøl, Trygve Christian; Engan, Kjersti; Kleiven, Øyunn; Ørn, Stein

      (2018)

      Invariant electrical mean axis in electrocardiogram.

    • Urdal, Jarle; Barzideh, Faraz; Engan, Kjersti; Skretting, Karl; Mdoe, Paschal Francis; Kamala, Benjamin; Brunner, Sara; Kidanto, Hussein

      (2018)

      Missing Data Reconstruction in Fetal Heart Rate Signals using Shift-invariant dictionary.

    • Meinich-Bache, Øyvind; Engan, Kjersti; Eftestøl, Trygve Christian; Austvoll, Ivar

      (2018)

      KINECT MODELLING OF CHEST COMPRESSIONS - A FEASIBILITY STUDY FOR CHEST COMPRESSION DEPTH MEASUREMENT USING DIGITAL STRATEGIES.

    • Meinich-Bache, Øyvind; Engan, Kjersti; Birkenes, Tonje Søraas; Myklebust, Helge

      (2017)

      CPR Measurement and Feedback by Smartphone Camera.

    • Khanmohammadi, Mahdieh; Engan, Kjersti; Eftestøl, Trygve Christian; sæland, charlotte; Larsen, Alf Inge

      (2017)

      SEGMENTATION OF CORONARY ARTERIES FROM X-RAY ANGIOGRAPHY SEQUENCES DURING CONTRAST FLUID PROPAGATION BY IMAGE REGISTRATION.

    • Meinich-Bache, Øyvind; Engan, Kjersti; Eftestøl, Trygve Christian; Austvoll, Ivar

      (2017)

      Detecting Chest Compression Depth Using a Smartphone Camera and Motion Segmentation.

    • Meinich-Bache, Øyvind; Engan, Kjersti; Birkenes, Tonje Søraas; Myklebust, Helge

      (2017)

      Robust real-time chest compression rate detection from smartphone video.

    • Urdal, Jarle; Engan, Kjersti; Kvikstad, Vebjørn; Janssen, Emiel

      (2017)

      Prognostic Prediction of Histopathological Images by Local Binary Patterns and RUSBoost.

    • Engan, Kjersti

      (2017)

      Image processing in medical applications.

    • Skretting, Karl; Engan, Kjersti

      (2017)

      Sparse Approximation by Matching Pursuit Using Shift-Invariant Dictionary.

    • Urdal, Jarle; Engan, Kjersti; Eftestøl, Trygve Christian; Kidanto, Hussein; Yarrot, Ladislaus Blacy; Eilevstjønn, Joar; Ersdal, Hege Langli

      (2017)

      Signal Processing and Classification for Identification of Clinically Important Parameters During Neonatal Resuscitation.

    • Naranjo, Valery; Saez, C; Morales, Sandra; Engan, Kjersti; Gomez, S.

      (2016)

      Optic Cup Characterization through Sparse Representation and Dictionary Learning.

    • Engan, Kjersti

      (2016)

      Sparse representation and learned dictionaries in biomedical applications.

    • Tveit, Daniel Myklatun; Engan, Kjersti; Austvoll, Ivar; Meinich-Bache, Øyvind

      (2016)

      Motion Based Detection of Respiration Rate in Infants Using Video.

    • Barzideh, Faraz; Skretting, Karl; Engan, Kjersti

      (2015)

      The flexible signature dictionary.

    • Morales, Sandra; Engan, Kjersti; Naranjo, Valery; Colomer, Adrian

      (2015)

      Detection of diabetic retinopathy and age-related macular degeneration from fundus images through local binary patterns and random forests.

    • Engan, Kjersti; Naranjo, Valery; Eftestøl, Trygve; Ørn, Stein; Woie, Leik

      (2015)

      Segmentation of LG Enhanced Cardiac MRI.

    • Vu, Huyen; Eftestøl, Trygve; Engan, Kjersti; Eilevstjønn, Joar; Linde, Jørgen Erland; Ersdal, Hege

      (2015)

      Exploratory Analysis of Ventilation Signals from Resuscitation Data of Newborns.

    • Colomer, Adrian; Naranjo, Valery; Engan, Kjersti; Skretting, Karl

      (2015)

      Retinal vessel inpainting using Recursive Least Square Dictionary Learning Algorithm.

    • Eftestøl, Trygve Christian; Singsaas, Erlend; Engan, Kjersti; Woie, Leik; Ørn, Stein

      (2015)

      Automatic Detection of Microvascular Obstruction in Patients with Myocardial Infarction.

    • Engan, Kjersti; Woie, Leik; Eftestøl, Trygve

      (2014)

      Defining Angular and Radial Positions and Parameters for Myocardial Pixels in Cardiac MR Images.

    • Engan, Kjersti

      (2014)

      Signal- og bildebehandling av medisinske data.

    • Huyen, Vu; Eftestøl, Trygve; Engan, Kjersti; Eilevstjønn, Joar; Linde, Jørgen Erland; Ersdal, Hege

      (2014)

      Exploratory Analysis of Heart Rate Changes in Newborns to Investigate the Effectiveness of Bag-Mask Ventilation.

    • Rad, Ali Bahrami; Eftestøl, Trygve; Kvaløy, Jan Terje; Ayala, Unai; Kramer-Johansen, Jo; Engan, Kjersti

      (2014)

      Nearest-manifold classification approach for cardiac arrest rhythm interpretation during resuscitation.

    • Eftestøl, Trygve; Måløy, Frode; Engan, Kjersti; Kotu, Lasya Priya; Woie, Leik; Ørn, Stein

      (2014)

      A Texture-based Probability Mapping for Localisation of Clinically Important Cardiac Segments in the Myocardium in Cardiac Magnetic Resonance Images from Myocardial Infarction Patients.

    • Skretting, Karl; Engan, Kjersti

      (2014)

      Energy Minimization by alpha-erosion for Supervised Texture Segmentation.

    • Engan, Kjersti; Naranjo, Valery; Eftestøl, Trygve; Woie, Leik; Schuchter, Arthur; Ørn, Stein

      (2013)

      Automatic Detection of Heart Center in Late Gadolinium Enhanced MRI.

    • Engan, Kjersti; Naranjo, Valery; Eftestøl, Trygve; Ørn, Stein; Woie, Leik

      (2013)

      Automatic Segmentation of the Epicardium in Late Gadolinium Enhanced Cardiac MR Images.

    • Engan, Kjersti

      (2013)

      Sparse Representations and Learned Dictionaries.

    • Måløy, Frode; Woie, Leik; Eftestøl, Trygve; Engan, Kjersti; Ørn, Stein

      (2013)

      Measuring the Degree of Fibrosity of Myocardial Scars from Late Gadolinium- Enhanced Cardiovascular Magnetic Resonance Images.

    • Rad, Ali Bahrami; Eftestøl, Trygve; Kvaløy, Jan Terje; Ayala, Unai; Kramer-Johansen, Jo; Engan, Kjersti

      (2013)

      Probabilistic Classification Approaches for Cardiac Arrest Rhythm Interpretation during Resuscitation.

    • Kotu, Lasya Priya; Engan, Kjersti; Eftestøl, Trygve; Woie, Leik; Ørn, Stein; Katsaggelos, Aggelos

      (2012)

      LOCAL BINARY PATTERNS USED ON CARDIAC MRI TO CLASSIFY HIGH AND LOW RISK PATIENT GROUPS.

    • Oppedal, Ketil; Engan, Kjersti; Aarsland, Dag; Beyer, Mona Kristiansen; Tysnes, Ole-Bjørn; Eftestøl, Trygve

      (2012)

      Using local binary pattern to classify dementia in MRI.

    • Eftestøl, Trygve; Woie, Leik; Engan, Kjersti; Kvaløy, Jan Terje; Nilsen, Dennis W.T.; Ørn, Stein

      (2012)

      Texture Analysis to Assess Risk of Serious Arrhythmias after Myocardial Infarction.

    • Kotu, Lasya Priya; Engan, Kjersti; Eftestøl, Trygve; Ørn, Stein; Woie, Leik

      (2011)

      Segmentation of Scarred and Non-Scarred Myocardium in LG Enhanced CMR Images using Intensity-Based Textural Analysis.

    • Engan, Kjersti

      (2011)

      Adaptive/online learning of dictionaries by RLS-DLA (Recursive Least Squares Dictionary Learning Algorithm) with Applications.

    • Skretting, Karl; Engan, Kjersti

      (2011)

      Image Compression Using Learned Dictionaries by RLS-DLA and Compared with K-SVD.

    • Kotu, Lasya Priya; Engan, Kjersti; Eftestøl, Trygve; Ørn, Stein; Woie, Leik

      (2011)

      TEXTURE CLASSIFICATION OF SCARRED AND NON-SCARRED MYOCARDIUM IN CARDIAC MRI USING LEARNED DICTIONARIES.

    • Skretting, Karl; Engan, Kjersti

      (2011)

      Learned dictionaries for sparse image representation: Properties and results.

    • Woie, Leik; Eftestøl, Trygve; Engan, Kjersti; Kvaløy, Jan terje; Nilsen, Dennis W.T.; Ørn, Stein

      (2010)

      European Heart Journal 2010;Vol.31(Abstract Supplement):586. [2010] [P3371] Use of late gadolinium enhancement cardiovascular magnetic resonance images and texture analyses to distinguish patients with high and low risk of arrhythmias after myocardial infarction.

    • Engan, Kjersti

      (2010)

      Learning overcompletedictionaries for sparse representation of images.

    • Engan, Kjersti; Eftestøl, Trygve; Ørn, Stein; Kvaløy, Jan Terje; Woie, Leik

      (2010)

      Exploratory Data Analysis of Image Texture and Statistical Features on Myocardium and Infarction Areas in Cardiac Magnetic Resonance Images.

    • Gulsrud, Thor Ole; Engan, Kjersti; Herredsvela, Jostein

      (2006)

      VarMet - A Novel Method for Detection of Image Singularities.

    • Herredsvela, Jostein; Engan, Kjersti; Gulsrud, Thor Ole; Skretting, Karl

      (2005)

      Detection of lesions in mammograms using learned dictionaries and sparse representations.

    • Herredsvela, Jostein; Engan, Kjersti; Gulsrud, Thor Ole; Skretting, Karl

      (2005)

      Detection of masses in mammograms by watershed segmentation and sparse representations using learned dictionaries.

    • Herredsvela, Jostein; Engan, Kjersti; Gulsrud, Thor Ole; Skretting, Karl

      (2005)

      Texture Classification Using Sparse Representations by Learned Compound Dictionaries.

    • Herredsvela, Jostein; Gulsrud, Thor Ole; Engan, Kjersti

      (2005)

      Detection of circumscribed masses in mammograms using morphological segmentation.

    • Engan, Kjersti; Skretting, Karl; Husøy, John Håkon

      (2005)

      Denoising of Images Using Signal Dependent Frames and Matching Pursuit.

    • Skretting, Karl; Engan, Kjersti; Husøy, John Håkon

      (2005)

      ECG compression using signal dependent frames and Matching Pursuit.

    • Gulsrud, Thor Ole; Engan, Kjersti; Herredsvela, Jostein

      (2005)

      Feature extraction in digital mammograms based on optimal and morphological filtering.

    • Kristoffersen, Espen; Austvoll, Ivar; Engan, Kjersti

      (2005)

      Dense Motion Field Estimation Using Spatial Filtering and Quasi Eigenfunction Approximations.

    • Tjøtta, Jarle; Engan, Kjersti; Gulsrud, Thor Ole; Skaland, Ivar; Janssen, E.A.M.; Baak, J.P.A.

      (2005)

      Automatic Counting and Classifying of Cell-Nuclei in a Tissue Section.

    • Engan, Kjersti; Lillo, Martin; Gulsrud, Thor Ole

      (2005)

      Compression of Digital Mammograms with Region-of-interest Coding Evaluated on a CAD System.

    • Engan, Kjersti; Fretheim, Karl Fredrik; Gulsrud, Thor Ole

      (2004)

      Compression of Digital Mammograms without Interfering with a System for Automatic Detection of Microcalcifications - MammoScan uCaD.

    • Engan, Kjersti; Rao, Bhaskar; Cotter, Shane

      (2004)

      Diversity Measure Minimization Based Method for ComputingSparse Solutions to Linear Inverse Problems with Multiple Measurement Vectors.

    • Engan, Kjersti; Gulsrud, Thor Ole; Josefsen, Kai Ruben

      (2003)

      Watermarking of digital mammograms without interfering with automatic detection of microcalcifications.

    • Fretheim, Karl Fredrik; Engan, Kjersti

      (2003)

      Comparison of Four Wavelet-Based Methods for Compression of ECG Signals.

    • Engan, Kjersti; Skretting, Karl

      (2002)

      A Novel Image Denoising Technique Using Overlapping Frames.

    • Skretting, Karl; Engan, Kjersti; Husøy, John Håkon; Aase, Sven Ole

      (2001)

      Sparse representation of images using overlapping frames.

    • Engan, Kjersti; Akselsen, Jan Roger

      (2001)

      Comparison of Frame Based Coding (FBC) with Multi Stage Vector Quantization (MSVQ).

    • Engan, Kjersti; Rao, Bhaskar; Kreutz-Delgado, Kenneth

      (2001)

      Regularized FOCUSS for Subset Selection in Noise.

    • Ødegård, Jan Erik; Engan, Kjersti; Gulsrud, Thor Ole; Rettedal, Arne

      (2001)

      Redesign of introductory course in electrical and computer engineering at Stavanger University College.

    • Aase, Sven Ole; Skretting, Karl; Husøy, John Håkon; Engan, Kjersti

      (2001)

      Design of Signal Expansions for Sparse Representation.

    • Ødegård, Jan Erik; Engan, Kjersti; Gulsrud, Thor Ole; Rettedal, Arne

      (2001)

      Redesign of introductory course in electrical and computer engineering at Stavanger University College.

    • Engan, Kjersti; Husøy, John Håkon; Aase, Sven Ole

      (2001)

      Frame based representation and compression of still images.

    • Engan, Kjersti; Rao, Bhaskar; Kreutz-Delgado, Kenneth

      (2000)

      Frame Design Using FOCUSS with Method of Optimal Directions (MOD).

    • Kreutz-Delgado, K.; Rao, B.D.; Engan, Kjersti; Lee, T.-W.; Sejnowski, T.

      (2000)

      Convex/Schur-Convex (CSC) Log-Priors and Sparse Coding.

    • Engan, Kjerti; Aase, Sven Ole; Husøy, John Håkon

      (2000)

      Transform based ECG signal compression using nonorthogonal vectors.

    • Husøy, John Håkon; Aase, Sven Ole; Skretting, Karl; Engan, Kjersti

      (2000)

      Design of general block oriented expansions for efficient signal representation.

    • Kreutz-Delgado, K.; Rao, B.D.; Engan, Kjersti; Lee, T.-W.; Sejnowski, T.

      (2000)

      Learning Overcomplete Dictionaries: Convex/Schur-Convex(SCS) Log-Priors, Factorial Codes, and Independent/Dependent Component Analysis (I/DCA).

    • Engan, Kjersti; Aase, Sven Ole; Husøy, John Håkon

      (1999)

      Frame based signal compression using method of optimal directions (MOD).

    • Engan, Kjersti; Husøy, John Håkon; Aase, Sven Ole

      (1999)

      Optimized frames of variable size for use in a matching pursuit based compression scheme.

    • Engan, Kjersti; Husøy, John Håkon; Aase, Sven Ole

      (1999)

      Optimized frame design for a matching pursuit based compression scheme.

    • Engan, Kjersti; Aase, Sven Ole; Husøy, John Håkon

      (1999)

      Method of optimal directions for frame design.

    • Engan, Kjersti; Aase, Sven Ole; Husøy, John Håkon

      (1997)

      Designing frames for matching pursuit algorithms.

  • Kunstnerisk produksjon

    • Herredsvela, Jostein; Engan, Kjersti; Gulsrud, Thor Ole; Skretting, Karl

      (2005)

      Detection of masses in mammograms by watershed segmentation and sparse representation using learned dictionaries.

  • Kommersialisering
    • Cristin hovedlogo, Cristin current research information system in Norway