3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation

Ho Hin Lee, Shunxing Bao, Yuankai Huo, +1

arXiv (Cornell University)

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningHierarchical Transformers +18

UNesT: Local spatial representation learning with hierarchical transformer for efficient medical segmentation

Xin Yu, Qi Yang, Yinchi Zhou, +12

Medical Image Analysis

EngineeringMachine LearningLocal Spatial RepresentationImage AnalysisData Science +15

A foundation model for joint segmentation, detection and recognition of biomedical objects across nine modalities

Theodore Zhao, Jianwei Yang, Naoto Usuyama, +12

Nature Methods

EngineeringMachine LearningBiomedical ObjectsImage AnalysisPattern Recognition +14

High-resolution 3D abdominal segmentation with random patch network fusion

Yucheng Tang, Riqiang Gao, Ho Hin Lee, +11

Medical Image Analysis

Machine VisionImage AnalysisMedical ImagingEngineeringAbdominal Imaging +8

Prediction of Type II Diabetes Onset with Computed Tomography and Electronic Medical Records

Yucheng Tang, Riqiang Gao, Ho Hin Lee, +7

Lecture notes in computer science

Computed TomographyMetabolic SyndromeDiabetes ManagementEpidemiologyInsulin Management +10

Longitudinal Multimodal Transformer Integrating Imaging and Latent Clinical Signatures from Routine EHRs for Pulmonary Nodule Classification

Thomas Z. Li, John M. Still, Kaiwen Xu, +11

Lecture notes in computer science

Foundation Models for Biomedical Image Segmentation: A Survey

Ho Hin Lee, Theodore Zhao, Yanbo Xu, +8

arXiv (Cornell University)

A cross-platform informatics system for the Gut Cell Atlas: integrating clinical, anatomical and histological data

Shunxing Bao, Sophie Chiron, Yucheng Tang, +13

EngineeringDigital PathologyGastroenterologyPathologyData Science +23

Learning white matter subject‐specific segmentation from structural MRI

Qi Yang, Colin B. Hansen, Leon Y. Cai, +11

Medical Physics

Renal cortex, medulla and pelvicaliceal system segmentation on arterial phase CT images with random patch-based networks

Yucheng Tang, Riqiang Gao, Ho Hin Lee, +9