Øyvind Meinich-Bache

Førsteamanuensis II

Øyvind Meinich-Bache

Kontakt

E-post: oyvind.meinich-bache@uis.no

Sted: Stavanger

Organisasjonsenhet

Det teknisk- naturvitenskapelige fakultet

Institutt for data- og elektroteknologi

Kort om meg

Jeg jobber med signal-, bilde- og videobehandling og analyse, med spesialisering innen maskinlæring, dyplæring og tradisjonell signalbehandling. 

Dette forsker jeg på

Mitt fokusområde er aktivitetsgjenkjenning i signaler, bilder og video knyttet til fødsel og resuscitering av nyfødte. Jeg er involvert i prosjektene NewbornTime, SaferBirths og Liveborn Station, hvor vi jobber for å forbedre helse og sikkerhet for nyfødte.

Akademisk bakgrunn

Mastergrad i automasjon og signalbehandling, samt en PhD i automatisk bilde- og videotolkning med fokus på  bruk av kunstig intelligens.

Publikasjoner

Vitenskapelige publikasjoner

Ferhat Özgur Catak; Chunming Rong; Øyvind Meinich-Bache; Sara Brunner; Kjersti Engan (2025) Building Trust in Healthcare with Privacy Techniques: Blockchain in the Cloud. I: IEEE, International Conference on Sustainable Technologies for Humanity and Smart World (HSWTech). IEEE (Institute of Electrical and Electronics Engineers). ISBN 9798331596514. DOI: 10.1109/hswtech64936.2025.11278137

Jorge Garcia-Torres Fernandez; Øyvind Meinich-Bache; Sara Brunner; Siren Irene Rettedal; Vilde Hågensen Kolstad; Kjersti Engan (2025) Two-Stream Thermal Imaging Fusion for Enhanced Time of Birth Detection in Neonatal Care. I: International Conference on Digital Signal Processing (DSP). ISSN 1546-1874. DOI: 10.1109/dsp65409.2025.11074966

Jorge Garcia-Torres Fernandez; Øyvind Meinich-Bache; Siren Irene Rettedal; Kjersti Engan (2025) AI-Based Thermal Video Analysis in Privacy-Preserving Healthcare: A Case Study on Detecting Time of Birth. I: IEEE International Symposium on Biomedical Imaging. ISSN 1945-7928. DOI: 10.1109/ISBI60581.2025.10980757

Sara Brunner; Anders Johannessen; Jorge Garcia-Torres Fernandez; Ferhat Özgur Catak; Øyvind Meinich-Bache; Siren Irene Rettedal; Kjersti Engan (2025) Consent-driven, semi-automated data collection during birth and newborn resuscitation: Insights from the NewbornTime study. I: PLOS Digital Health. Online ISSN 2767-3170. Volum 4. s.0000730-0000730. DOI: 10.1371/journal.pdig.0000730

Jorge Garcia-Torres Fernandez; Øyvind Meinich-Bache; Kjersti Engan (2025) Analysis of Thermal and Visible Light Video Data from Birth Episodes Using Artificial Intelligence. Universitetet i Stavanger. ISBN 9788284393803.

Jorge Garcia-Torres Fernandez; Øyvind Meinich-Bache; Anders Johannessen; Siren Irene Rettedal; Vilde Hågensen Kolstad; Kjersti Engan (2025) Advancing newborn care: Precise time of birth detection using ai-driven thermal imaging with adaptive normalization. I: Computers in Biology and Medicine. ISSN 0010-4825. Volum 187. DOI: 10.1016/j.compbiomed.2025.109726

Syed Tahir Hussain Rizvi; Øyvind Meinich-Bache; Vilde Hågensen Kolstad; Siren Rettedal; Sara Brunner; Kjersti Engan (2024) Semi-Supervised Action Recognition From Newborn Resuscitation Videos. I: Proceedings of IEEE International Conference on Image Processing. ISSN 1522-4880. s.2347-2352. DOI: 10.1109/ICIP51287.2024.10648001

Øyvind Meinich-Bache; Hannah Håland; Anita Yeconia; Rafal Paprocki; Solveig Haukås Haaland; Øystein Gomo; Thomas Haukland; Siren Rettedal; Sara Brunner; Esto Mduma; Hege Langli Ersdal (2024) Real-time Ventilation Detection for Feedback and Guidance During Newborn Resuscitation. I: . IEEE, 10th International Conference on Control, Decision and Information Technologies (CoDIT 2024). IEEE (Institute of Electrical and Electronics Engineers). ISBN 9798350373974. s.646-651. DOI: 10.1109/CoDIT62066.2024.10708567

Mohanad A M Abukmeil; Øyvind Meinich-Bache; Trygve Christian Eftestøl; Siren Rettedal; Helge Myklebust; Thomas Bailey Tysland; Hege Langli Ersdal; Estomih Mduma; Kjersti Engan (2024) Analysis and knowledge extraction of newborn resuscitation activities from annotation files. I: BMC Medical Informatics and Decision Making. Online ISSN 1472-6947. Volum 24. DOI: 10.1186/s12911-024-02736-4

Vilde Hågensen Kolstad; Jorge Garcia-Torres Fernandez; Sara Brunner; Anders Johannessen; Elizabeth Foglia; Hege Langli Ersdal; Øyvind Meinich-Bache; Siren Rettedal (2024) Detection of time of birth and cord clamping using thermal video in the delivery room. I: Frontiers in Pediatrics. Online ISSN 2296-2360. Volum 12. DOI: 10.3389/fped.2024.1342415

Jorge Garcia-Torres Fernandez; Øyvind Meinich-Bache (2024) Interpretability in Video-based Human Action Recognition: Saliency Maps and GradCAM in 3D Convolutional Neural Networks. I: Nordic Machine Intelligence (NMI). Online ISSN 2703-9196. Volum 4. s.19-25. DOI: 10.5617/nmi.10587

So Yeon Joyce Kong; Ankit Acharya; Omkar Basnet; Solveig Haukås Haaland; Rejina Gurung; Øystein Gomo; Fredrik Ahlsson; Øyvind Meinich-Bache; Anna Axelin; Yuba Nidhi Basula; Sunil Mani Pokharel; Hira Subedi; Helge Myklebust; KC Ashish (2024) Mothers’ acceptability of using novel technology with video and audio recording during newborn resuscitation: A cross-sectional survey. I: PLOS Digital Health. Online ISSN 2767-3170. Volum 3. DOI: 10.1371/journal.pdig.0000471

Jorge Garcia-Torres Fernandez; Øyvind Meinich-Bache; Sara Brunner; Siren Rettedal; Amalie Kibsgaard-Petersen; Kjersti Engan (2024) Comparative Analysis of Binary and Multiclass Activity Recognition in High-Quality Newborn Resuscitation Videos. I: Proceedings of Machine Learning Research (PMLR). Online ISSN 2640-3498. Volum 233. s.59-66.

Kjersti Engan; Øyvind Meinich-Bache; Sara Brunner; Helge Myklebust; Chunming Rong; Jorge Garcia-Torres Fernandez; Hege Langli Ersdal; Anders Johannessen; Hanne Markhus Lillevik; Siren Rettedal (2023) NewbornTime - improved newborn care based on video and artificial intelligence - study protocol. I: BMC Digital Health. Online ISSN 2731-684X. DOI: 10.1186/s44247-023-00010-7

Jarle Urdal; Kjersti Engan; Trygve Christian Eftestøl; Øyvind Meinich-Bache; Ingunn Anda Haug; Paschal Francis Mdoe; Esto Mduma; Ladislaus Blacy Yarrot; Hussein Kidanto; Hege Langli Ersdal (2023) Automatic prediction of therapeutic activities during newborn resuscitation combining video and signal data. I: Biomedical Signal Processing and Control. ISSN 1746-8094. Volum 86. DOI: 10.1016/j.bspc.2023.105290

Ashish KC; So Yeon Joyce Kong; Omkar Basnet; Solveig Haukås Haaland; Pratiksha Bhattarai; Øystein Gomo; Rejina Gurung; Fredrik Ahlsson; Øyvind Meinich-Bache; Anna Axelin; Honey Malla; Yuba Nidhi Basula; Om Krishna Pathak; Sunil Mani Pokharel; Hira Subedi; Helge Myklebust (2022) Usability, acceptability and feasibility of a novel technology with visual guidance with video and audio recording during newborn resuscitation: a pilot study. I: BMJ Health & Care Informatics. Online ISSN 2632-1009. Volum 29. DOI: 10.1136/bmjhci-2022-100667

Jorge Garcia-Torres Fernandez; Øyvind Meinich-Bache; Brunner Sara; Anders Johannessen; Siren Rettedal; Kjersti Engan (2022) Towards using Thermal Cameras in Birth Detection. I: . IEEE, 2022 IEEE 14th image video and multidimensional signal processing workshop (IVMSP) : 26-29 June 2022 : Nafplio, Greece. IEEE (Institute of Electrical and Electronics Engineers). ISBN 9781665478229. DOI: 10.1109/IVMSP54334.2022.9816177

Øyvind Meinich-Bache; Kjersti Engan; Trygve Christian Eftestøl; Ivar Austvoll (2020) Automatic Video Analysis in Resuscitation. Universitetet i Stavanger. ISBN 9788276449006.

Øyvind Meinich-Bache; Simon Lennart Austnes; Kjersti Engan; Ivar Austvoll; Trygve Christian Eftestøl; Helge Myklebust; Simeon Kusulla; Hussein Kidanto; Hege Langli Ersdal (2020) Activity Recognition from Newborn Resuscitation Videos. I: IEEE Journal of Biomedical and Health Informatics. ISSN 2168-2194. Volum 24. s.3258-3267. DOI: 10.1109/JBHI.2020.2978252

Øyvind Meinich-Bache; Kjersti Engan; Ivar Austvoll; Trygve Christian Eftestøl; Helge Myklebust; Ladislaus Blacy Yarrot; Hussein Kidanto; Hege Langli Ersdal (2019) Object Detection During Newborn Resuscitation Activities. I: IEEE Journal of Biomedical and Health Informatics. ISSN 2168-2194. DOI: 10.1109/JBHI.2019.2924808

Øyvind Meinich-Bache; Kjersti Engan; Tonje Søraas Birkenes; Helge Myklebust (2018) Real-Time Chest Compression Quality Measurements by Smartphone Camera. I: Journal of Healthcare Engineering. ISSN 2040-2295. Volum 2018. DOI: 10.1155/2018/6241856

Øyvind Meinich-Bache; Kjersti Engan; Trygve Christian Eftestøl; Ivar Austvoll (2018) Kinect Modelling of Chest Compressions - A Feasibility Study for Chest Compression Depth Measurement Using Digital Strategies. I: Proceedings of IEEE International Conference on Image Processing. ISSN 1522-4880. s.913-917. DOI: 10.1109/ICIP.2018.8451387

Øyvind Meinich-Bache; Kjersti Engan; Trygve Christian Eftestøl; Ivar Austvoll (2017) Detecting chest compression depth using a smartphone camera and motion segmentation. I: Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. Volum 10270 LNCS. s.53-64. DOI: 10.1007/978-3-319-59129-2_5

Øyvind Meinich-Bache; Kjersti Engan; Tonje Søraas Birkenes; Helge Myklebust (2017) Robust real-time chest compression rate detection from smartphone video. I: Mladen Vucic; Matej Kristan; Sven Lončarić; Stanislav Kovacic; Vitomir Struc, 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 9781509040117. DOI: 10.1109/ISPA.2017.8073560

Daniel Myklatun Tveit; Kjersti Engan; Ivar Austvoll; Øyvind Meinich-Bache (2016) Motion based detection of respiration rate in infants using video. I: Proceedings of IEEE International Conference on Image Processing. ISSN 1522-4880. Volum 2016-August. s.1225-1229. DOI: 10.1109/ICIP.2016.7532553

Bøker og kapitler

Kjersti Engan; Øyvind Meinich-Bache; Anil Kumar Dhiman (2021) Automatic Event Detection in Videos using Deep Neural Networks. Universitetet i Stavanger.

Formidling

Jorge Garcia-Torres Fernandez; Øyvind Meinich-Bache; Siren Irene Rettedal; Kjersti Engan (2025) AI-Based Thermal Video Analysis in Privacy-Preserving Healthcare: A Case Study on Detecting Time of Birth. IEEE International Symposium on Biomedical Imaging (ISBI); 2025-04-13 - 2025-04-16. DOI: 10.1109/ISBI60581.2025.10980757

Øyvind Meinich-Bache (2024) Semi-Supervised Action Recognition From Newborn Resuscitation Videos. 2024 IEEE International Conference on Image Processing (ICIP); 2024-10-27 - 2024-10-30.

Jorge Garcia-Torres Fernandez; Øyvind Meinich-Bache; Siren Rettedal; Amalie Kibsgaard; Sara Brunner; Kjersti Engan (2024) Comparative Analysis of Binary and Multiclass Activity Recognition in High-Quality Newborn Resuscitation Videos. Northern Lights Deep Learning Conference; 2024-01-09 - 2024-01-11.

Jorge Garcia-Torres Fernandez; Øyvind Meinich-Bache; Sara Brunner; Johannessen Anders; Siren Rettedal; Kjersti Engan (2022) Towards using Thermal Cameras in Birth Detection. 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP); 2022-06-26 - 2022-06-29.

Kjersti Engan; Øyvind Meinich-Bache; Jarle Urdal (2022) Improved Newborn care based on artificial intelligence. hAIst Conference – Health-related Artificial Intelligence in Stavanger; 2022-06-13 - 2022-06-14.

Ninnie Therese Rogne Nilsen; Kjersti Engan; Siren Rettedal; Øyvind Meinich-Bache (2021) Kameraer og kunstig intelligens kan redde liv på fødestua.

Tom Ryen; Kjetil Grønnestad; Øyvind Meinich-Bache; Rune Wetteland (2020) Samler kunstig intelligens.

Øyvind Meinich-Bache (2018) Optimizing T-CPR quality using a smartphone app. Emergency Medical Services (EMS) 2018; 2018-04-15 - 2018-04-18.

Øyvind Meinich-Bache; Kjersti Engan; Trygve Christian Eftestøl; Ivar Austvoll (2018) KINECT MODELLING OF CHEST COMPRESSIONS - A FEASIBILITY STUDY FOR CHEST COMPRESSION DEPTH MEASUREMENT USING DIGITAL STRATEGIES. International Conference on Image Processing (ICIP); 2018-10-07 - 2018-10-10.

Øyvind Meinich-Bache; Kjersti Engan; Tonje Søraas Birkenes; Helge Myklebust (2017) CPR Measurement and Feedback by Smartphone Camera. Emergency Cardiovascular Care Update (ECCU) ; 2017-12-04 - 2017-12-08.

Øyvind Meinich-Bache; Kjersti Engan; Tonje Søraas Birkenes; Helge Myklebust (2017) Robust real-time chest compression rate detection from smartphone video. Image and Signal Processing and Analysis (ISPA); 2017-09-18 - 2017-09-20.

Øyvind Meinich-Bache; Kjersti Engan; Trygve Christian Eftestøl; Ivar Austvoll (2017) Detecting Chest Compression Depth Using a Smartphone Camera and Motion Segmentation. Scandinavian Conference on Image Analysis; 2017-06-12 - 2017-06-14.

Daniel Myklatun Tveit; Kjersti Engan; Ivar Austvoll; Øyvind Meinich-Bache (2016) Motion Based Detection of Respiration Rate in Infants Using Video. IEEE International Conference on Image Processing, ICIP 2016; 2016-09-25 - 2016-09-28.

Kilde: Nasjonalt vitenarkiv