Mitosis Detection in the Wild: Multi-Tumor and Context-Aware Generalization in the MIDOG 2025 Challenge

Marc Aubreville, Jonas Ammeling, Sweta Banerjee, Viktoria Weiss, Taryn A Donovan, Robert Klopfleisch, Jiaqi Lv, Shan E Ahmed Raza, Rapha{\"e}l Bourgade, Thomas Walter, others

arXiv preprint arXiv:2606.07368, 2026

Reporting transparency in veterinary pathology deep learning: A systematic review of reproducibility-critical details

Sweta Banerjee, Christof A Bertram, Viktoria Weiss, Jonas Ammeling, Thomas Conrad, Nils Porsche, Robert Klopfleisch, Christoph Stroblberger, Christopher Kaltenecker, Katharina Breininger, others

Veterinary Pathology, SAGE Publications Sage CA: Los Angeles, CA, 2026, p. 03009858261459452

Enabling Fast and Mobile Histopathology Image Annotation through Swipeable Interfaces SWAN

Sweta Banerjee, Timo Gosch, Sara Hester, Viktoria Weiss, Thomas Conrad, Taryn A Donovan, Nils Porsche, Jonas Ammeling, Christoph Stroblberger, Robert Klopfleisch, others

BVM Workshop, Springer, 2026, pp. 203--209

Beyond Classification: Pathology Foundation Models as Detection Encoders for Mitotic Figures

Sweta Banerjee, Alireza Teimoury, Nils Porsche, Alexandra K Stoll, Viktoria Weiss, Niklas Hargarter, Jonas Ammeling, Thomas Conrad, Christoph Stroblberger, Christopher Kaltnecker, others

arXiv preprint arXiv:2607.28007, 2026

Chromosome Mask-Conditioned Generative Inpainting for Atypical Mitosis Classification

Sweta Banerjee, Viktoria Weiss, Thomas Conrad, Taryn A. Donovan, Jonas Ammeling, Rutger H.J. Fick, Jonas Utz, Robert Klopfleisch, Christopher Kaltenecker, Christof A. Bertram, Katharina Breininger, Marc Aubreville

Proceedings of Machine Learning Research, Linda Studer, Francesco Ciompi, Nadieh Khalili, Khrystyna Faryna, Khrystyna Faryna, Joe Yeong, Mai Chan Lau, Hao Chen, Ziyi Liu, Biagio Brattoli, Proceedings of the MICCAI Workshop on Computational Pathology, vol. 316, PMLR, 2026, pp. 266--277

Benchmarking Deep Learning and Vision Foundation Models for Atypical vs. Normal Mitosis Classification with Cross-Dataset Evaluation

Sweta Banerjee, Viktoria Weiss, Taryn A. Donovan, Rutger H.J. Fick, Thomas Conrad, Jonas Ammeling, Nils Porsche, Robert Klopfleisch, Christopher C. Kaltenecker, Katharina Breininger, Marc Aubreville, Christof A. Bertram

Machine Learning for Biomedical Imaging, vol. 2026(MELBA–BVM 2025 Special Issue), 2026, pp. 115--125

Filtering Scheme for Confocal Laser Endomicroscopy (CLE)-video Sequences for Self-supervised Learning

Nils Porsche, Flurin M{\"u}ller-Diesing, Sweta Banerjee, Miguel Goncalves, Marc Aubreville

BVM Workshop, Springer, 2026, pp. 375--380

Mitosis domain generalization challenge 2025

Jonas Ammeling, Marc Aubreville, Sweta Banerjee, Christof A Bertram, Katharina Breininger, Dominik Hirling, Peter Horvath, Nikolas Stathonikos, Mitko Veta

Zenodo, March, 2025

Comprehensive Dataset of Coarse Tumor Annotations for The Cancer Genome Atlas Breast Invasive Carcinoma

Sweta Banerjee, Christof A Bertram, Jonas Ammeling, Viktoria Weiss, Thomas Conrad, Robert Klopfleisch, Christopher Kaltenecker, Katharina Breininger, Marc Aubreville

BVM Workshop, Springer, 2025, pp. 260--265

Histologic Dataset of Normal and Atypical Mitotic Figures on Human Breast Cancer (AMi-Br)

Christof A Bertram, Viktoria Weiss, Taryn A Donovan, Sweta Banerjee, Thomas Conrad, Jonas Ammeling, Robert Klopfleisch, Christopher Kaltenecker, Marc Aubreville

BVM Workshop, Springer, 2025, pp. 113--118

A dataset of atypical vs normal mitoses classification for midog-2025

Viktoria Weiss, Sweta Banerjee, Taryn Donovan, Thomas Conrad, Robert Klopfleisch, Jonas Ammeling, Christopher Kaltenecker, Dominik Hirling, Mitko Veta, Nikolas Stathonikos, others

April, 2025

EfficientBioAI: making bioimaging AI models efficient in energy and latency

Yu Zhou, Jiajun Cao, Justin Sonneck, Sweta Banerjee, Stefanie Dörr, Anika Grüneboom, Kristina Lorenz, Shanghang Zhang, Jianxu Chen

Nature Methods, Nature Publishing Group US New York, 2024, pp. 1--2

EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and Representation

Yu Zhou, Justin Sonneck, Sweta Banerjee, Stefanie Dörr, Anika Grüneboom, Kristina Lorenz, Jianxu Chen

ArXiv, 2023

EXPLORATORY OVERVIEW OF COVID-19 VACCINE PASSPORTS ON THE BASIS OF TECHNOLOGY, TRUST, PRIVACY AND SOCIAL IMPACT

Arunakiry Natarajan, Prakash Kamaraj, Aditi Thakur, Akarsh Venkatasubramanian, Amitesh Anand Pandey, Anshuman Sharma, Bikram Khastgir, Dennis Addo, Gabe Harp, Ishaan Singh, Jess Redmond, Joey Wu, Khushbu Pahwa, Krishnendu Dasgupta, Mikhail Dmitrienko, Parth Patwa, Priyanshi Katiyar, Raunika Anand, Rohan Iyer, Rohan Sukumaran, Saverna Ahmad, Sethuraman T V, Shailesh Advani, Sheshank Shankar, Siddhartha Alluri, Soham Dasgupta, Harsha Gajavalli, Sumanth Doddapaneni, Sumanth Manduru, Sweta Banerjee, Varun Murthy, Ramesh Raskar

2022 Feb