Jeffrey J. Nirschl

18 papers A* 4Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
MedArena: Comparing LLMs for Medicine-in-the-Wild Clinician Preferences.
CoRR
Eric Wu, Kevin Wu, Jason Hom, Paul H. Yi, Angela Zhang, Alejandro Lozano, Jeffrey J. Nirschl, Jeff Tangney, Kevin Byram, Braydon Dymm, Narender Annapureddy, Eric Topol, David Ouyang, James Zou
2026 J jnl
Uncertainty-Aware Image Classification In Biomedical Imaging Using Spectral-normalized Neural Gaussian Processes.
CoRR
Uma Meleti, Jeffrey J. Nirschl
2026 J jnl
iSight: Towards expert-AI co-assessment for improved immunohistochemistry staining interpretation.
CoRR
Jacob S. Leiby, Jialu Yao, Pan Lu, George Hu, Anna Davidian, Shunsuke Koga, Olivia Leung, Pravin Patel, Isabella Tondi Resta, Rebecca Rojansky, Derek Sung, Eric Yang, Paul J. Zhang, Emma Lundberg, Dokyoon Kim, Serena Yeung-Levy, James Zou, Thomas Montine, Jeffrey J. Nirschl, Zhi Huang
2025 J jnl
A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI.
CoRR
Alejandro Lozano, Min Woo Sun, James Burgess, Jeffrey J. Nirschl, Christopher Polzak, Yuhui Zhang, Liangyu Chen, Jeffrey Gu, Ivan Lopez, Josiah Aklilu, Anita Rau, Austin Wolfgang Katzer, Collin Chiu, Orr Zohar, Xiaohan Wang, Alfred Seunghoon Song, Chia-Chun Chiang, Robert Tibshirani, Serena Yeung-Levy
2025 A* conf
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature.
CVPR
Alejandro Lozano, Min Woo Sun, James Burgess, Liangyu Chen, Jeffrey J. Nirschl, Jeffrey Gu, Ivan Lopez, Josiah Aklilu, Anita Rau, Austin Wolfgang Katzer, Yuhui Zhang, Collin Chiu, Xiaohan Wang, Alfred Seunghoon Song, Robert Tibshirani, Serena Yeung-Levy
2025 J jnl
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature.
CoRR
Alejandro Lozano, Min Woo Sun, James Burgess, Liangyu Chen, Jeffrey J. Nirschl, Jeffrey Gu, Ivan Lopez, Josiah Aklilu, Austin Wolfgang Katzer, Collin Chiu, Anita Rau, Xiaohan Wang, Yuhui Zhang, Alfred Seunghoon Song, Robert Tibshirani, Serena Yeung-Levy
2025 J jnl
CellFlow: Simulating Cellular Morphology Changes via Flow Matching.
CoRR
Yuhui Zhang, Yuchang Su, Chenyu Wang, Tianhong Li, Zoe Wefers, Jeffrey J. Nirschl, James Burgess, Daisy Ding, Alejandro Lozano, Emma Lundberg, Serena Yeung-Levy
2025 A* conf
CellFlux: Simulating Cellular Morphology Changes via Flow Matching.
ICML
Yuhui Zhang, Yuchang Su, Chenyu Wang, Tianhong Li, Zoe Wefers, Jeffrey J. Nirschl, James Burgess, Daisy Ding, Alejandro Lozano, Emma Lundberg, Serena Yeung-Levy
2025 A* conf
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research.
CVPR
James Burgess, Jeffrey J. Nirschl, Laura Bravo-Sánchez, Alejandro Lozano, Sanket Rajan Gupte, Jesus G. Galaz-Montoya, Yuhui Zhang, Yuchang Su, Disha Bhowmik, Zachary Coman, Sarina M. Hasan, Alexandra Johannesson, William D. Leineweber, Malvika G. Nair, Ridhi Yarlagadda, Connor Zuraski, Wah Chiu, Sarah Cohen, Jan N. Hansen, Manuel D. Leonetti, Chad Liu, Emma Lundberg, Serena Yeung-Levy
2025 J jnl
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research.
CoRR
James Burgess, Jeffrey J. Nirschl, Laura Bravo-Sánchez, Alejandro Lozano, Sanket Rajan Gupte, Jesus G. Galaz-Montoya, Yuhui Zhang, Yuchang Su, Disha Bhowmik, Zachary Coman, Sarina M. Hasan, Alexandra Johannesson, William D. Leineweber, Malvika G. Nair, Ridhi Yarlagadda, Connor Zuraski, Wah Chiu, Sarah Cohen, Jan N. Hansen, Manuel D. Leonetti, Chad Liu, Emma Lundberg, Serena Yeung-Levy
2025 — conf
The Impact of Image Resolution on Biomedical Multimodal Large Language Models.
MLHC
Liangyu Chen, James Burgess, Jeffrey J. Nirschl, Orr Zohar, Serena Yeung-Levy
2025 J jnl
The Impact of Image Resolution on Biomedical Multimodal Large Language Models.
CoRR
Liangyu Chen, James Burgess, Jeffrey J. Nirschl, Orr Zohar, Serena Yeung-Levy
2024 A* conf
Micro-Bench: A Microscopy Benchmark for Vision-Language Understanding.
NeurIPS
Alejandro Lozano, Jeffrey J. Nirschl, James Burgess, Sanket Rajan Gupte, Yuhui Zhang, Alyssa Unell, Serena Yeung
2024 J jnl
Revisiting Active Learning in the Era of Vision Foundation Models.
CoRR
Sanket Rajan Gupte, Josiah Aklilu, Jeffrey J. Nirschl, Serena Yeung-Levy
2024 J jnl
Revisiting Active Learning in the Era of Vision Foundation Models.
Trans. Mach. Learn. Res.
Sanket Rajan Gupte, Josiah Aklilu, Jeffrey J. Nirschl, Serena Yeung-Levy
2024 J jnl
μ-Bench: A Vision-Language Benchmark for Microscopy Understanding.
CoRR
Alejandro Lozano, Jeffrey J. Nirschl, James Burgess, Sanket Rajan Gupte, Yuhui Zhang, Alyssa Unell, Serena Yeung-Levy
2021 J jnl
Biological data annotation via a human-augmenting AI-based labeling system.
npj Digit. Medicine
Douwe van der Wal, Iny Jhun, Israa Laklouk, Jeffrey J. Nirschl, Lara Richer, Rebecca Rojansky, Talent Theparee, Joshua Wheeler, Jörg Sander, Felix Y. Feng, Osama Mohamad, Silvio Savarese, Richard Socher, Andre Esteva
2017 — ch.
Deep Learning Tissue Segmentation in Cardiac Histopathology Images.
Deep Learning for Medical Image Analysis
Jeffrey J. Nirschl, Andrew Janowczyk, Eliot G. Peyster, Renee Frank, Kenneth B. Margulies, Michael D. Feldman, Anant Madabhushi