People

Faculty

James Gee

James Gee

Associate Professor, Radiology; Director, Penn Image Computing and Science Lab; PhD, CIS '96

Website

Projects

 Brain Decodes Deep Nets

AlignedCut: Visual Concepts Discovery on Brain-Guided Universal Feature Space

Ncut: Nyström Normalized Cut

Publications

The LU-Mirage – An independent evaluation of the zero-shot claims in the LUMIR challenge

Publisher MIDL

A Scalable Distributed Framework for Multimodal GigaVoxel Image Registration

Publisher ICLR

Brain Decodes Deep Nets

Publisher CVPR

AlignedCut: Visual Concepts Discovery on Brain-Guided Universal Feature Space

Publisher CVPR

Deep Learning in Medical Image Registration: Magic or Mirage?

Publisher NeurIPS

Automated estimation of microcirculation capillary density using relative perfusion maps

Publisher Proc. SPIE 12926, Medical Imaging 2024: Image Processing

FireANTs: Adaptive Riemannian Optimization for Multi-Scale Diffeomorphic Matching

Publisher ArXiv

Beyond mAP: Towards better evaluation of instance segmentation

Publisher CVPR

The Role of Chain-of-Thought in Complex Vision-Language Reasoning Task

Publisher arXiv

Towards Establishing Dense Correspondence on Multiview CoronaryAngiography: From Point-to-Point to Curve-to-Curve Query Matching

Publisher arXiv

Memory Encoding Model

Publisher ArXiv

Retinotopy Inspired Brain Encoding Model and the All-for-One Training Recipe

Publisher ArXiv

NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration

Publisher CVPR

Beyond mAP: Re-evaluating and Improving Performance in Instance Segmentation with Semantic Sorting and Contrastive Flow

Publisher ArXiv

Enhanced generative adversarial network for 3D brain MRI super-resolution

Publisher IEEE Winter Conference on Applications of Computer Vision (WACV)

Interpretable Identification of Interstitial Lung Disease (ILD) Associated Findings from CT

Publisher MICCAI

Ph.D. Students

Guilherme Jácome Cavalcante

PhD, CIS

Hyung Seok Roh

PhD, CIS

Alumni

Rohit Jena

CIS, PhD '26 - Deep Learning Algorithms, NVIDIA

James Gee