Research output

Publications

Papers in medical AI, large language models, and neuro-imaging — spanning journals and top ML conferences.

NeuroCast: Neural Decoding Benchmarks for Naturalistic Speech in Human ECoG
Z. Paris, A. Bhattacharjee, A. L. Lee, J. Han, D. D. Han, G. Peeper, S. Sim Zi Yang, L. Niekerken, Z. Zada, P. S. Scotti, J. Cha, U. Hasson, I. Jalon · NeurIPS 2026 · 2026
Co-author in collaboration withPrinceton University
Under Review
Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks
B. Warner, R. S. Grandhi, M. Kieffer, A. Ouraq, … S. Sim Zi Yang, … P. S. Scotti, T. M. Abraham · ICML 2026 · 2026
Co-author
Accepted
Scaling Vision Transformers for Functional MRI with Flat Maps
C. Lane, M. Tripathy, L. K. Murali, R. S. Grandhi, S. Sim Zi Yang, S. Gijsen, … P. S. Scotti · ICML 2026 · 2026
Co-author
Accepted
Critique of Impure Reason: Unveiling the reasoning behaviour of medical Large Language Models
S. Sim, T. Chen · eLife (Q1) · 2025
1st Author
Published
Forensic Sex Estimation from Skull and Neck Radiographs Using Interpretable Convolutional Neural Networks
S. Sim, T. Chen, K.W. Choy · Forensic Imaging · 2026
1st Author in collaboration withUniversiti Teknologi MARA (UiTM)
Under Review
Enhancing Medical Summarization with Parameter Efficient Fine Tuning on Local CPUs
S. Sim, M.F. Goh, W.C. Yap, Z.Y. Diong · ICECCE 2024 · 2024
1st Author in collaboration withIntel Malaysia
Oral Presentation

Conference Presentations