research
Multimodality in medical AI: evaluating and simulating multiclinician workflow for brain lesions
oral, AI4M3D @ ECCV 2026, oral, RCMLR @ NeurIPS 2026, HAIC @ NeurIPS 2026
“Structural-Functional Integration for Enhanced Detection of Subtle Epileptogenic Lesions: A Region-Localized, Clinically-Informed Multimodal EEG-MRI Framework” — oral, AI4M3D @ ECCV 2026
“Right Number, Wrong Conclusion: Seven Failures in Clinical ML Evaluation” — oral, RCMLR @ NeurIPS 2026
“Wait, Predict, or Defer? Evaluating an Offline Sequential Routing Policy for EEG Localization” — HAIC @ NeurIPS 2026
“Right Number, Wrong Conclusion: Seven Failures in Clinical ML Evaluation” — oral, RCMLR @ NeurIPS 2026
“Wait, Predict, or Defer? Evaluating an Offline Sequential Routing Policy for EEG Localization” — HAIC @ NeurIPS 2026
2026
Action identifiability in protein-design agents, and evaluating biological agents
2026
PRISM: Towards RL environments for de novo protein design
2026
Recurrent learning in robot world models
RoBoWoMo @ IEEE IROS 2026, Robotics World Modeling @ NeurIPS 2026
2026
preprints
Transferable transcriptional topic modeling traces medulloblastoma subtypes to distinct cerebellar developmental states
bioRxiv preprint, Pattwell lab, Seattle Children's Research Institute
Rajendran, Haldipur, Arora, Grama, Subramanian, Galan, Johnson, Aldinger, Shendure, Millen, Gennari, Pattwell.
2025
