Multimodal Deep Learning to Differentiate Tumor Recurrence from Treatment Effect in Human Glioblastoma. - Tonmoy Hossain; Zoraiz Qureshi; Nivetha Jayakumar; Thomas Eluvathingal Muttikkal; Sohil Patel; David Schiff; Miaomiao Zhang 002; Bijoy Kundu (ISBI, 2023)

SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction. - Nivetha Jayakumar; Tonmoy Hossain; Miaomiao Zhang 002 (ShapeMI@MICCAI, 2023)

Activation From Sparse 2D Cardiac MRIs. - Nivetha Jayakumar; Jiarui Xing; Tonmoy Hossain; Frederick H. Epstein; Kenneth C. Bilchick; Miaomiao Zhang 002 (ML4H@NeurIPS, 2023)

LaMoD: Latent Motion Diffusion Model for Myocardial Strain Generation. - Jiarui Xing; Nivetha Jayakumar; Nian Wu; Yu Wang; Frederick H. Epstein; Miaomiao Zhang 002 (ShapeMI@MICCAI, 2024)

An end-to-end deep learning pipeline to derive blood input with partial volume corrections for automated parametric brain PET mapping. - Rugved Chavan; Gabriel Hyman; Zoraiz Qureshi; Nivetha Jayakumar; William Terrell; Stuart Berr; David Schiff; Megan Wardius; Nathan Fountain; Thomas Eluvathingal Muttikkal; Mark Quigg; Miaomiao Zhang; et al. (CoRR, 2024)

TPIE: Topology-Preserved Image Editing With Text Instructions. - Nivetha Jayakumar; Srivardhan Reddy Gadila; Tonmoy Hossain; Yangfeng Ji; Miaomiao Zhang 002 (CoRR, 2024)

IGG: Image Generation Informed by Geodesic Dynamics in Deformation Spaces. - Nian Wu; Nivetha Jayakumar; Jiarui Xing; Miaomiao Zhang 002 (IPMI (1), 2025)