Can Diffusion Models Bridge the Domain Gap in Cardiac MR Imaging?

Kieran Zucker https://orcid.org/0000-0003-4385-3153 https://www.wikidata.org/entity/Q100449665

Xin Ci Wong Duygu Sarikaya Kieran Zucker Marc De Kamps Nishant Ravikumar Can Diffusion Models Bridge the Domain Gap in Cardiac MR Imaging? 2025 August abs/2508.06327 CoRR https://doi.org/10.48550/arXiv.2508.06327 db/journals/corr/corr2508.html#abs-2508-06327 streams/journals/corr

Jack Breen Nishant Ravikumar Katie Allen Kieran Zucker Nicolas M. Orsi Reducing Histopathology Slide Magnification Improves the Accuracy and Speed of Ovarian Cancer Subtyping. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635499 conf/isbi/2024 db/conf/isbi/isbi2024.html#BreenRAZO24 streams/conf/isbi Jack Breen Katie Allen Kieran Zucker Nicolas M. Orsi Nishant Ravikumar Multi-resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping. 69-83 2024 GRAIL@MICCAI https://doi.org/10.1007/978-3-031-83243-7_7 conf/miccai/2024grail db/conf/miccai/grail2024.html#BreenAZOR24 streams/conf/miccai

Jack Breen Katie Allen Kieran Zucker Lucy Godson Nicolas M. Orsi Nishant Ravikumar Histopathology Foundation Models Enable Accurate Ovarian Cancer Subtype Classification. 2024 abs/2405.09990 CoRR https://doi.org/10.48550/arXiv.2405.09990 db/journals/corr/corr2405.html#abs-2405-09990

Jack Breen Katie Allen Kieran Zucker Nicolas M. Orsi Nishant Ravikumar Multi-Resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping. 2024 abs/2407.18105 CoRR https://doi.org/10.48550/arXiv.2407.18105 db/journals/corr/corr2407.html#abs-2407-18105 streams/journals/corr

Jack Breen Katie Allen Kieran Zucker Geoff Hall Nicolas M. Orsi Nishant Ravikumar Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning. 2023 Digital and Computational Pathology https://doi.org/10.1117/12.2653869 conf/midp/2023 db/conf/midp/midp2023.html#BreenAZHOR23 streams/conf/midp Rachael Harkness Alejandro F. Frangi Kieran Zucker Nishant Ravikumar Learning disentangled representations for explainable chest x-ray classification using Dirichlet VAEs. 2023 Image Processing https://doi.org/10.1117/12.2654345 conf/miip/2023 db/conf/miip/miip2023.html#HarknessFZR23

Rachael Harkness Alejandro F. Frangi Kieran Zucker Nishant Ravikumar Learning disentangled representations for explainable chest X-ray classification using Dirichlet VAEs. 2023 abs/2302.02979 CoRR https://doi.org/10.48550/arXiv.2302.02979 db/journals/corr/corr2302.html#abs-2302-02979

Jack Breen Katie S. Allen Kieran Zucker Geoff Hall Nicolas M. Orsi Nishant Ravikumar Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning. 2023 abs/2302.08867 CoRR https://doi.org/10.48550/arXiv.2302.08867 db/journals/corr/corr2302.html#abs-2302-08867

Jack Breen Katie S. Allen Kieran Zucker Pratik Adusumilli Andy Scarsbrook Geoff Hall Nicolas M. Orsi Nishant Ravikumar Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review. 2023 abs/2303.18005 CoRR https://doi.org/10.48550/arXiv.2303.18005 db/journals/corr/corr2303.html#abs-2303-18005

Jack Breen Kieran Zucker Katie Allen Nishant Ravikumar Nicolas M. Orsi Generative Adversarial Networks for Stain Normalisation in Histopathology. 2023 abs/2308.02851 CoRR https://doi.org/10.48550/arXiv.2308.02851 db/journals/corr/corr2308.html#abs-2308-02851

Jack Breen Katie Allen Kieran Zucker Geoff Hall Nishant Ravikumar Nicolas M. Orsi Predicting Ovarian Cancer Treatment Response in Histopathology using Hierarchical Vision Transformers and Multiple Instance Learning. 2023 abs/2310.12866 CoRR https://doi.org/10.48550/arXiv.2310.12866 db/journals/corr/corr2310.html#abs-2310-12866

Rachael Harkness Geoff Hall Alejandro F. Frangi Nishant Ravikumar Kieran Zucker The Pitfalls of Using Open Data to Develop Deep Learning Solutions for COVID-19 Detection in Chest X-Rays. 679-683 2021 MedInfo https://doi.org/10.3233/SHTI220164 conf/medinfo/2021 db/conf/medinfo/medinfo2021.html#HarknessHFRZ21 Kieran Zucker Millie Wagstaff Cathy Tomson Roger Beecham Geoff Hall AuguR: A Scalable Open-Source Interactive Web Application for Routinely Collected Data. 744-747 2021 MedInfo https://doi.org/10.3233/SHTI220177 conf/medinfo/2021 db/conf/medinfo/medinfo2021.html#ZuckerWTBH21 Jack Breen Kieran Zucker Nicolas M. Orsi Nishant Ravikumar Assessing Domain Adaptation Techniques for Mitosis Detection in Multi-scanner Breast Cancer Histopathology Images. 14-22 2021 MIDOG/MOOD/Learn2Reg@MICCAI https://doi.org/10.1007/978-3-030-97281-3_2 conf/miccai/2021midog db/conf/miccai/midog2021.html#BreenZOR21 Angelina Prima Kurniati Eric Rojas 0001 Kieran Zucker Geoff Hall David C. Hogg Owen A. Johnson Process Mining to Explore Variations in Endometrial Cancer Pathways from GP Referral to First Treatment. 769-773 2021 MIE https://doi.org/10.3233/SHTI210279 conf/mie/2021 db/conf/mie/mie2021.html#KurniatiRZHHJ21

Jack Breen Kieran Zucker Nicolas M. Orsi Geoff Hall Nishant Ravikumar Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images. 2021 abs/2109.00869 CoRR https://arxiv.org/abs/2109.00869 db/journals/corr/corr2109.html#abs-2109-00869

Rachael Harkness Geoff Hall Alejandro F. Frangi Nishant Ravikumar Kieran Zucker The pitfalls of using open data to develop deep learning solutions for COVID-19 detection in chest X-rays. 2021 abs/2109.08020 CoRR https://arxiv.org/abs/2109.08020 db/journals/corr/corr2109.html#abs-2109-08020

Angelina Prima Kurniati Ciarán McInerney Kieran Zucker Geoff Hall David C. Hogg Owen A. Johnson A Multi-level Approach for Identifying Process Change in Cancer Pathways. 595-607 2019 Business Process Management Workshops https://doi.org/10.1007/978-3-030-37453-2_48 conf/bpm/2019w db/conf/bpm/bpmw2019.html#KurniatiMZHHJ19 Pratik Adusumilli Katie AllenKatie S. Allen Roger Beecham Jack Breen Eric Rojas CordobaEric Rojas 0001 Alejandro F. Frangi Lucy Godson Geoff Hall Rachael Harkness David C. Hogg Owen A. Johnson Marc De Kamps Angelina Prima Kurniati Ciarán McInerney Nicolas M. Orsi Nishant Ravikumar Duygu Sarikaya Andy Scarsbrook Cathy Tomson Millie Wagstaff Xin Ci Wong