16 citations · 27 across the 3 of their papers we have counts for
3 papers
q-bio.NC2024★ 7 cited
Analyzing heterogeneity in Alzheimer Disease using multimodal normative modeling on imaging-based ATN biomarkers
Sayantan Kumar, Tom Earnest, Braden Yang +10
INTRODUCTION: Previous studies have applied normative modeling on a single neuroimaging modality to investigate Alzheimer Disease (AD) heterogeneity. We employed a deep learning-ba…
cs.LG2023★ 4 cited
Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation
Bing Xue, Ahmed Sameh Said, Ziqi Xu +5
Extracorporeal membrane oxygenation (ECMO) is an essential life-supporting modality for COVID-19 patients who are refractory to conventional therapies. However, the proper treatmen…
eess.IV2021★ 16 cited
Normative Modeling using Multimodal Variational Autoencoders to Identify Abnormal Brain Structural Patterns in Alzheimer Disease
Sayantan Kumar, Philip Payne, Aristeidis Sotiras
Normative modelling is an emerging method for understanding the underlying heterogeneity within brain disorders like Alzheimer Disease (AD) by quantifying how each patient deviates…