2 papers
cs.AI2026
Position: Medical AI Neglects Real Treatment Outcomes
Shiva Kaul, Anjum Khurshid
Medical AI has rapidly improved its ability to perform diagnostic and prognostic tasks that lead to treatment decisions. But understanding of treatment itself is still inadequately…
cs.CL2026
The Verbose Context Problem in Medical Records
Shiva Kaul, Min-Gyu Kim, Anjum Khurshid +1
The verbose context problem occurs when structured concepts have token-inefficient textual representations. This bottleneck is acute in population health: cohort-level analysis of…