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
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  • Vitenskapelige publikasjoner

    • 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

    • 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

    • 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.

    • 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

    • 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

    • 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

    • 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

    • 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

    • 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

    • 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

    • 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.

    • 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; 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

    • 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; 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

    • 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

    • 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

    • 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

      ISBN 978-1-5090-5559-3.

      s.547-552.

      DOI: 10.1109/icsipa.2017.8120672

    • 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

    • 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.

    • 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

    • 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; 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

    • 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

    • 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

    • 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

      ISBN 978-1-5090-4011-7.

      DOI: 10.1109/ISPA.2017.8073560

    • 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

    • 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

    • 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

    • 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

    • 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

    • 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

    • 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

    • 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

    • 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

    • 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

    • 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

    • 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

    • 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, 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

    • 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

    • 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

      ISBN 978-1-4799-8635-4.

      s.429-433.

      DOI: 10.1109/IPTA.2015.7367181

    • 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

    • 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; 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

    • 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

    • 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

    • 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.

    • 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

    • 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)

      ISSN 0302-9743.

      s.207-214.

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

    • 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

    • 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

    • 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.

    • 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

    • 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

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    • 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.

    • 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.

    • 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)

      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

    • 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

    • 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)

      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

    • 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

    • Skretting, Karl; Engan, Kjersti

      (2010)

      Recursive Least Squares Dictionary Learning Algorithm.

      IEEE Transactions on Signal Processing

      ISSN 1053-587X.

      Volum 58.

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      s.2121-2130.

      DOI: 10.1109/TSP.2010.2040671

    • 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.

    • 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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    • 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.

    • 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.

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      s.1222-1228.

    • 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; 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; 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.

    • 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.

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      s.2477-2488.

    • 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.

    • 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

    • 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; 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.

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

      (2005)

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

      IEEE conference proceedings

    • 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

    • 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

    • 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

    • Urdal, Jarle; Engan, Kjersti; Eftestøl, Trygve Christian; Ersdal, Hege Langli

      (2020)

      Signal Processing for Newborn Survival - from Labour to Resuscitation.

      ISBN 978-82-7644-942-6.

      Hefte 535.

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

      (2020)

      Automatic Video Analysis in Resuscitation.

      ISBN 978-82-7644-900-6.

      Hefte 499.

    • Oppedal, Ketil; Eftestøl, Trygve Christian; Engan, Kjersti; 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.

    • Vu, Thi Phuong Huyen; Eftestøl, Trygve Christian; Engan, Kjersti

      (2016)

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

      ISBN 978-82-7644-661-6.

      Hefte 302.

  • Formidling

    • 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.

    • 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.

    • Engan, Kjersti

      (2020)

      Safer Births through signal processing and artificial intelligence.

    • Engan, Kjersti

      (2020)

      Kunstig intelligens og medisinske utfordringer.

    • Engan, Kjersti

      (2020)

      Medisinske utfordringer og teknologi.

    • 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.

    • 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

    • Engan, Kjersti

      (2019)

      Kunstig intelligens i helsesektoren, Noen eksempler.

    • Engan, Kjersti

      (2019)

      Fremtidens medisin - Teknologien bak og noen eksempler.

    • 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; Wetteland, Rune; Tomasetti, Luca

      (2019)

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

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

      (2018)

      Histological Image Segmentation of Bladder Cancer Using Machine Learning.

    • 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.

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

      (2018)

      Noise detection and handling in ECG signals.

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

      (2018)

      Invariant electrical mean axis in electrocardiogram.

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

      (2018)

      High Frequency Noise Detection and Handling in ECG Signals.

    • 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.

    • 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.

    • 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; Birkenes, Tonje Søraas; Myklebust, Helge

      (2017)

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

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

      (2017)

      CPR Measurement and Feedback by Smartphone Camera.

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

      (2017)

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

    • 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.

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

      (2017)

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

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

      (2016)

      Motion Based Detection of Respiration Rate in Infants Using Video.

    • Engan, Kjersti

      (2016)

      Sparse representation and learned dictionaries in biomedical applications.

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

      (2016)

      Optic Cup Characterization through Sparse Representation and Dictionary Learning.

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

      (2015)

      Exploratory Analysis of Ventilation Signals from Resuscitation Data of Newborns.

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

      (2015)

      The flexible signature dictionary.

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

      (2015)

      Retinal vessel inpainting using Recursive Least Square Dictionary Learning Algorithm.

    • 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.

    • 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.

    • 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.

    • 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.

    • Skretting, Karl; Engan, Kjersti

      (2014)

      Energy Minimization by alpha-erosion for Supervised Texture Segmentation.

    • 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.

    • Engan, Kjersti

      (2013)

      Sparse Representations and Learned Dictionaries.

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

      (2013)

      Automatic Detection of Heart Center in Late Gadolinium Enhanced MRI.

    • 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.

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

      (2013)

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

    • 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.

    • 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.

    • 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.

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

      (2012)

      Using local binary pattern to classify dementia in MRI.

    • 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.

    • 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.

    • Skretting, Karl; Engan, Kjersti

      (2011)

      Learned dictionaries for sparse image representation: Properties and results.

    • Skretting, Karl; Engan, Kjersti

      (2011)

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

    • Engan, Kjersti

      (2011)

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

    • 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.

    • Engan, Kjersti

      (2010)

      Learning overcompletedictionaries for sparse representation of images.

    • 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.

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

      (2006)

      VarMet - A Novel Method for Detection of Image Singularities.

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

      (2005)

      ECG compression using signal dependent frames and Matching Pursuit.

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

      (2005)

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

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

      (2005)

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

    • 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.

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

      (2005)

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

    • 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.

    • 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.

    • 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; Fretheim, Karl Fredrik; Gulsrud, Thor Ole

      (2004)

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

    • Fretheim, Karl Fredrik; Engan, Kjersti

      (2003)

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

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

      (2003)

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

    • Engan, Kjersti; Skretting, Karl

      (2002)

      A Novel Image Denoising Technique Using Overlapping Frames.

    • Engan, Kjersti; Akselsen, Jan Roger

      (2001)

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

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

      (2001)

      Design of Signal Expansions for Sparse Representation.

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

      (2001)

      Regularized FOCUSS for Subset Selection in Noise.

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

      (2001)

      Sparse representation of images using overlapping frames.

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

      (2001)

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

    • 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.

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

      (2000)

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

    • 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; Rao, Bhaskar; Kreutz-Delgado, Kenneth

      (2000)

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

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

      (2000)

      Design of general block oriented expansions for efficient signal representation.

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

      (2000)

      Transform based ECG signal compression using nonorthogonal vectors.

    • 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; Aase, Sven Ole; Husøy, John Håkon

      (1999)

      Method of optimal directions for frame design.

    • 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

      (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