On evaluation metrics for medical applications of artificial intelligence
Hicks, Steven A., Strümke, Inga, Thambawita, Vajira, Hammou, Malek, Riegler, Michael A., Halvorsen, Pål, Parasa, Sravanthi
Published in Scientific reports (08.04.2022)
Published in Scientific reports (08.04.2022)
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Journal Article
SinGAN-Seg: Synthetic training data generation for medical image segmentation
Thambawita, Vajira, Salehi, Pegah, Sheshkal, Sajad Amouei, Hicks, Steven A, Hammer, Hugo L, Parasa, Sravanthi, Lange, Thomas de, Halvorsen, Pål, Riegler, Michael A
Published in PloS one (02.05.2022)
Published in PloS one (02.05.2022)
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Journal Article
Impact of Image Resolution on Deep Learning Performance in Endoscopy Image Classification: An Experimental Study Using a Large Dataset of Endoscopic Images
Thambawita, Vajira, Strümke, Inga, Hicks, Steven A, Halvorsen, Pål, Parasa, Sravanthi, Riegler, Michael A
Published in Diagnostics (Basel) (24.11.2021)
Published in Diagnostics (Basel) (24.11.2021)
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Journal Article
DeepFake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicine
Thambawita, Vajira, Isaksen, Jonas L., Hicks, Steven A., Ghouse, Jonas, Ahlberg, Gustav, Linneberg, Allan, Grarup, Niels, Ellervik, Christina, Olesen, Morten Salling, Hansen, Torben, Graff, Claus, Holstein-Rathlou, Niels-Henrik, Strümke, Inga, Hammer, Hugo L., Maleckar, Mary M., Halvorsen, Pål, Riegler, Michael A., Kanters, Jørgen K.
Published in Scientific reports (09.11.2021)
Published in Scientific reports (09.11.2021)
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Journal Article
Explaining deep neural networks for knowledge discovery in electrocardiogram analysis
Hicks, Steven A., Isaksen, Jonas L., Thambawita, Vajira, Ghouse, Jonas, Ahlberg, Gustav, Linneberg, Allan, Grarup, Niels, Strümke, Inga, Ellervik, Christina, Olesen, Morten Salling, Hansen, Torben, Graff, Claus, Holstein-Rathlou, Niels-Henrik, Halvorsen, Pål, Maleckar, Mary M., Riegler, Michael A., Kanters, Jørgen K.
Published in Scientific reports (26.05.2021)
Published in Scientific reports (26.05.2021)
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Journal Article
Sperm motility assessed by deep convolutional neural networks into WHO categories
Haugen, Trine B., Witczak, Oliwia, Hicks, Steven A., Björndahl, Lars, Andersen, Jorunn M., Riegler, Michael A.
Published in Scientific reports (07.09.2023)
Published in Scientific reports (07.09.2023)
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Journal Article
A dataset for predicting cloud cover over Europe
Svennevik, Hanna, Hicks, Steven A., Riegler, Michael A., Storelvmo, Trude, Hammer, Hugo L.
Published in Scientific data (27.02.2024)
Published in Scientific data (27.02.2024)
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Journal Article
VISEM-Tracking, a human spermatozoa tracking dataset
Thambawita, Vajira, Hicks, Steven A., Storås, Andrea M., Nguyen, Thu, Andersen, Jorunn M., Witczak, Oliwia, Haugen, Trine B., Hammer, Hugo L., Halvorsen, Pål, Riegler, Michael A.
Published in Scientific data (09.05.2023)
Published in Scientific data (09.05.2023)
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Journal Article
A large-scale multivariate soccer athlete health, performance, and position monitoring dataset
Midoglu, Cise, Kjæreng Winther, Andreas, Boeker, Matthias, Dahl Pettersen, Susann, Pedersen, Sigurd, Ragab, Nourhan, Kupka, Tomas, Hicks, Steven A., Bredsgaard Randers, Morten, Jain, Ramesh, Dagenborg, Håvard J., Pettersen, Svein Arne, Johansen, Dag, Riegler, Michael A., Halvorsen, Pål
Published in Scientific data (30.05.2024)
Published in Scientific data (30.05.2024)
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Journal Article
Synthesizing a Talking Child Avatar to Train Interviewers Working with Maltreated Children
Salehi, Pegah, Hassan, Syed Zohaib, Lammerse, Myrthe, Sabet, Saeed Shafiee, Riiser, Ingvild, Røed, Ragnhild Klingenberg, Johnson, Miriam S., Thambawita, Vajira, Hicks, Steven A., Powell, Martine, Lamb, Michael E., Baugerud, Gunn Astrid, Halvorsen, Pål, Riegler, Michael A.
Published in Big data and cognitive computing (01.06.2022)
Published in Big data and cognitive computing (01.06.2022)
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Journal Article
Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis
Storås, Andrea M, Andersen, Ole Emil, Lockhart, Sam, Thielemann, Roman, Gnesin, Filip, Thambawita, Vajira, Hicks, Steven A, Kanters, Jørgen K, Strümke, Inga, Halvorsen, Pål, Riegler, Michael A
Published in Diagnostics (Basel) (01.07.2023)
Published in Diagnostics (Basel) (01.07.2023)
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Journal Article
Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction
Hicks, Steven A., Andersen, Jorunn M., Witczak, Oliwia, Thambawita, Vajira, Halvorsen, Pål, Hammer, Hugo L., Haugen, Trine B., Riegler, Michael A.
Published in Scientific reports (14.11.2019)
Published in Scientific reports (14.11.2019)
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Journal Article
Kvasir-Capsule, a video capsule endoscopy dataset
Smedsrud, Pia H., Thambawita, Vajira, Hicks, Steven A., Gjestang, Henrik, Nedrejord, Oda Olsen, Næss, Espen, Borgli, Hanna, Jha, Debesh, Berstad, Tor Jan Derek, Eskeland, Sigrun L., Lux, Mathias, Espeland, Håvard, Petlund, Andreas, Nguyen, Duc Tien Dang, Garcia-Ceja, Enrique, Johansen, Dag, Schmidt, Peter T., Toth, Ervin, Hammer, Hugo L., de Lange, Thomas, Riegler, Michael A., Halvorsen, Pål
Published in Scientific data (27.05.2021)
Published in Scientific data (27.05.2021)
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Journal Article
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges
Jha, Debesh, Sharma, Vanshali, Banik, Debapriya, Bhattacharya, Debayan, Roy, Kaushiki, Hicks, Steven A., Tomar, Nikhil Kumar, Thambawita, Vajira, Krenzer, Adrian, Ji, Ge-Peng, Poudel, Sahadev, Batchkala, George, Alam, Saruar, Ahmed, Awadelrahman M.A., Trinh, Quoc-Huy, Khan, Zeshan, Nguyen, Tien-Phat, Shrestha, Shruti, Nathan, Sabari, Gwak, Jeonghwan, Jha, Ritika K., Zhang, Zheyuan, Schlaefer, Alexander, Bhattacharjee, Debotosh, Bhuyan, M.K., Das, Pradip K., Fan, Deng-Ping, Parasa, Sravanthi, Ali, Sharib, Riegler, Michael A., Halvorsen, Pål, de Lange, Thomas, Bagci, Ulas
Published in Medical image analysis (01.01.2025)
Published in Medical image analysis (01.01.2025)
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Journal Article
RePolyp: A Framework for Generating Realistic Colon Polyps with Corresponding Segmentation Masks using Diffusion Models
Pishva, Alexander K., Thambawita, Vajira, Torresen, Jim, Hicks, Steven A.
Published in 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2023)
Published in 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2023)
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Conference Proceeding
A self-learning teacher-student framework for gastrointestinal image classification
Gjestang, Henrik L., Hicks, Steven A., Thambawita, Vajira, Halvorsen, Pal, Riegler, Michael A.
Published in 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2021)
Published in 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2021)
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Conference Proceeding
Deep learning neural network can measure ECG intervals and amplitudes accurately
Kanters, Jorgen K., Hicks, Steven A., Isaksen, Jonas L., Grarup, Niels, Rathlou, Niels-Henrik Holstein, Ghouse, Jonas, Ahlberg, Gustav, Olesen, Morten Salling, Linneberg, Allan, Ellervik, Christina, Hansen, Torben, Graff, Claus, Halvorsen, Paal, Riegler, Michael
Published in Journal of electrocardiology (01.11.2021)
Published in Journal of electrocardiology (01.11.2021)
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Journal Article
Real-Time Detection of Events in Soccer Videos using 3D Convolutional Neural Networks
Norgard Rongved, Olav A., Hicks, Steven A., Thambawita, Vajira, Stensland, Hakon K., Zouganeli, Evi, Johansen, Dag, Riegler, Michael A., Halvorsen, Pal
Published in 2020 IEEE International Symposium on Multimedia (ISM) (01.12.2020)
Published in 2020 IEEE International Symposium on Multimedia (ISM) (01.12.2020)
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Conference Proceeding
Book
Automated Clipping of Soccer Events using Machine Learning
Valand, Joakim O., Kadragic, Haris, Hicks, Steven A., Thambawita, Vajira, Midoglu, Cise, Kupka, Tomas, Johansen, Dag, Riegler, Michael A., Halvorsen, Pal
Published in 2021 IEEE International Symposium on Multimedia (ISM) (01.11.2021)
Published in 2021 IEEE International Symposium on Multimedia (ISM) (01.11.2021)
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Conference Proceeding