2 papers
cs.CV2026
Representation geometry shapes task performance in vision-language modeling for CT enterography
Cristian Minoccheri, Emily Wittrup, Kayvan Najarian +1
Computed tomography (CT) enterography is a primary imaging modality for assessing inflammatory bowel disease (IBD), yet the representational choices that best support automated ana…
cs.LG2026
A Causal Machine Learning Framework for Treatment Personalization in Clinical Trials: Application to Ulcerative Colitis
Cristian Minoccheri, Sophia Tesic, Kayvan Najarian +1
Randomized controlled trials estimate average treatment effects, but treatment response heterogeneity motivates personalized approaches. A critical question is whether statisticall…