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Papers
Chest-OMDL: Organ-specific Multidisease Detection and Localization in Chest Computed Tomography using Weakly Supervised Deep Learning from Free-text Radiology Report
MIDL 2025
SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images
ICCV 2025
Similarity Memory Prior is All You Need for Medical Image Segmentation
ICCV 2025
Complex Organ Mask Guided Radiology Report Generation
WACV 2024
Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane
WACV 2024
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection
ICCV 2023
C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image
CVPR 2022
Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation
AAAI 2022
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow
CVPR 2022
A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation
MIDL 2021
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model
MIDL 2021
Organ at Risk Segmentation for Head and Neck Cancer Using Stratified Learning and Neural Architecture Search
CVPR 2020
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps
AAAI 2020
Uncertainty-based Graph Convolutional Networks for Organ Segmentation Refinement
MIDL 2020
Elastic Boundary Projection for 3D Medical Image Segmentation
CVPR 2019
Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation
CVPR 2018
Fast and Exact: ADMM-Based Discriminative Shape Segmentation with Loopy Part Models
CVPR 2014