Unsupervised Image Segmentation via Self-Supervised Learning Image Classification. - Andrea M. Storås (MediaEval, 2021)

Artificial Intelligence in Dry Eye Disease. - Andrea M. Storås; Inga Strümke; Michael A. Riegler; Jakob Grauslund; Hugo Lewi Hammer; Anis Yazidi; Pål Halvorsen; Kjell G. Gundersen; Tor Paaske Utheim; Catherine Jackson (CoRR, 2021)

PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps. - Jan Andre Fagereng; Vajira Thambawita; Andrea M. Storås; Sravanthi Parasa; Thomas de Lange; Pål Halvorsen; Michael A. Riegler (CBMS, 2022)

Predicting Tacrolimus Exposure in Kidney Transplanted Patients Using Machine Learning. - Andrea M. Storås; Anders Åsberg; Pål Halvorsen; Michael A. Riegler; Inga Strümke (CBMS, 2022)

Experiences and Lessons Learned from a Crowdsourced-Remote Hybrid User Survey Framework. - Cise Midoglu; Andrea M. Storås; Saeed Shafiee Sabet; Malek Hammou; Steven Alexander Hicks; Inga Strümke; Michael Alexander Riegler; Carsten Griwodz; Pål Halvorsen (ISM, 2022)

Medico Multimedia Task at MediaEval 2022: Transparent Tracking of Spermatozoa. - Vajira Thambawita; Steven Hicks; Andrea M. Storås; Jorunn M. Andersen; Oliwia Witczak; Trine B. Haugen; Hugo Hammer; Thu Nguyen 001; Pål Halvorsen; Michael Riegler 001 (MediaEval, 2022)

MLC at HECKTOR 2022: The Effect and Importance of Training Data When Analyzing Cases of Head and Neck Tumors Using Machine Learning. - Vajira Thambawita; Andrea M. Storås; Steven Alexander Hicks; Pål Halvorsen; Michael A. Riegler (HECKTOR@MICCAI, 2022)

Huldra: a framework for collecting crowdsourced feedback on multimedia assets. - Malek Hammou; Cise Midoglu; Steven Alexander Hicks; Andrea M. Storås; Saeed Shafiee Sabet; Inga Strümke; Michael A. Riegler; Pål Halvorsen (MMSys, 2022)

Explainability methods for machine learning systems for multimodal medical datasets: research proposal. - Andrea M. Storås; Inga Strümke; Michael A. Riegler; Pål Halvorsen (MMSys, 2022)

Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) Procedure. - Andrea M. Storås; Michael A. Riegler; Trine B. Haugen; Vajira Thambawita; Steven Alexander Hicks; Hugo Lewi Hammer; Radhika Kakulavarapu; Pål Halvorsen; Mette H. Stensen (NAIS, 2022)

Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations. - Steven Hicks; Andrea M. Storås; Michael Riegler 001; Cise Midoglu; Malek Hammou; Thomas de Lange; Sravanthi Parasa; Pål Halvorsen; Inga Strümke (CoRR, 2022)

VISEM-Tracking: Human Spermatozoa Tracking Dataset. - Vajira Thambawita; Steven Alexander Hicks; Andrea M. Storås; Thu Nguyen 001; Jorunn M. Andersen; Oliwia Witczak; Trine B. Haugen; Hugo Lewi Hammer; Pål Halvorsen; Michael A. Riegler (CoRR, 2022)

VISEM-Tracking. - Vajira Thambawita; Steven Alexander Hicks; Andrea M. Storås; Thu Nguyen 001; Jorunn M. Andersen; Oliwia Witczak; Trine B. Haugen; Hugo Lewi Hammer; Pål Halvorsen; Michael A. Riegler (Zenodo, 2022)

Predicting Meibomian Gland Dropout and Feature Importance Analysis with Explainable Artificial Intelligence. - Fredrik A. Fineide; Andrea M. Storås; Michael A. Riegler; Tor Paaske Utheim (CBMS, 2023)

Identifying Important Proteins in Meibomian Gland Dysfunction with Explainable Artificial Intelligence. - Andrea M. Storås; Morten Magnø; Fredrik A. Fineide; Bernd Thiede; Xiangjun Chen; Inga Strümke; Pål Halvorsen; Tor P. Utheim; Michael A. Riegler (CBMS, 2023)

Overview of ImageCLEFmedical 2023 - Medical Visual Question Answering for Gastrointestinal Tract. - Steven Hicks; Andrea M. Storås; Pål Halvorsen; Thomas de Lange; Michael Riegler 001; Vajira Thambawita (CLEF (Working Notes), 2023)

Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications. - Bogdan Ionescu; Henning Müller; Ana-Maria Dragulinescu; Wen-wai Yim; Asma Ben Abacha; Neal Snider; Griffin Adams; Meliha Yetisgen; Johannes Rückert; Alba García Seco de Herrera; Christoph M. Friedrich; Louise Bloch; et al. (CLEF, 2023)

ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. - Bogdan Ionescu; Henning Müller; Ana-Maria Claudia Dragulinescu; Adrian Popescu 001; Ahmad Idrissi-Yaghir; Alba García Seco de Herrera; Alexandra Andrei; Alexandru Stan; Andrea M. Storås; Asma Ben Abacha; Christoph M. Friedrich; George Ioannidis; et al. (ECIR (3), 2023)

Medico Multimedia Task at MediaEval 2023: Transparent Tracking of Spermatozoa. - Vajira Thambawita; Andrea M. Storås; Tuan-Luc Huynh; Hai-Dang Nguyen; Minh-Triet Tran; Trung-Nghia Le; Pål Halvorsen; Michael Riegler 001; Steven Hicks; Thien-Phuc Tran (MediaEval, 2023)

Multimedia Datasets: Challenges and Future Possibilities. - Thu Nguyen 001; Andrea M. Storås; Vajira Thambawita; Steven Alexander Hicks; Pål Halvorsen; Michael A. Riegler (MMM (2), 2023)

Generation of Synthetic Tabular Healthcare Data Using Generative Adversarial Networks. - Alireza Hossein Zadeh Nik; Michael A. Riegler; Pål Halvorsen; Andrea M. Storås (MMM (1), 2023)

Overview of ImageCLEFmedical 2024 - Medical Visual Question Answering for Gastrointestinal Tract. - Steven Hicks; Andrea M. Storås; Pål Halvorsen; Michael Riegler 001; Vajira Thambawita (CLEF (Working Notes), 2024)

Overview of the ImageCLEF 2024: Multimedia Retrieval in Medical Applications. - Bogdan Ionescu; Henning Müller; Ana-Maria Dragulinescu; Johannes Rückert; Asma Ben Abacha; Alba García Seco de Herrera; Louise Bloch; Raphael Brüngel; Ahmad Idrissi-Yaghir; Henning Schäfer; Cynthia Sabrina Schmidt; Tabea Margareta Grace Pakull; et al. (CLEF (2), 2024)

Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024. - Bogdan Ionescu; Henning Müller; Ana-Maria Claudia Dragulinescu; Ahmad Idrissi-Yaghir; Ahmedkhan Radzhabov; Alba Garcia Seco de Herrera; Alexandra Andrei; Alexandru Stan; Andrea M. Storås; Asma Ben Abacha; Benjamin Lecouteux; Benno Stein 001; et al. (ECIR (6), 2024)

Kvasir-VQA: A Text-Image Pair GI Tract Dataset. - Sushant Gautam; Andrea M. Storås; Cise Midoglu; Steven Alexander Hicks; Vajira Thambawita; Pål Halvorsen; Michael A. Riegler (CoRR, 2024)

Looking into Concept Explanation Methods for Diabetic Retinopathy Classification. - Andrea M. Storås; Josefine Vilsbøll Sundgaard (CoRR, 2024)

ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. - Bogdan Ionescu; Henning Müller; Dan-Cristian Stanciu; Ahmad Idrissi-Yaghir; Ahmedkhan Radzhabov; Alba García Seco de Herrera; Alexandra Andrei; Andrea M. Storås; Asma Ben Abacha; Benjamin Bracke; Benjamin Lecouteux; Benno Stein 001; et al. (ECIR (5), 2025)

Evaluating gradient-based explanation methods for neural network ECG analysis using heatmaps. - Andrea M. Storås; Steffen Mæland; Jonas Isaksen; Steven Alexander Hicks; Vajira Thambawita; Claus Graff; Hugo Lewi Hammer; Pål Halvorsen; Michael Alexander Riegler; Jørgen K. Kanters (J. Am. Medical Informatics Assoc., 2025)