reading list for deep learning —— PHD life
☆31Nov 26, 2020Updated 5 years ago
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- [ISBI'20] Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation☆13Dec 21, 2020Updated 5 years ago
- Official PyTorch Implementation of ModDrop++ [MICCAI 2022 (early accept)]. A simple yet effective approach to tackle missing-modality pro…☆18Dec 23, 2023Updated 2 years ago
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- [ECCV 2020] Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization☆49Jun 22, 2022Updated 3 years ago
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- 🏆1st place in the PANORAMA challenge (early detection of PDAC on contrast-enhanced CT)☆15Jan 13, 2026Updated last month
- A helper allows you to manage your deep learning model‘s parameters in a convenient way.☆11Nov 25, 2020Updated 5 years ago
- [MICCAI 2020 Oral] Realistic Adversarial Data Augmentation for MR Image Segmentation☆16Jul 5, 2022Updated 3 years ago
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆29Aug 10, 2022Updated 3 years ago
- Anomaly detection for images☆13Jan 14, 2020Updated 6 years ago
- [MIA'20] Semi-supervised WCE Image Classification with Adaptive Aggregated Attention☆13Dec 30, 2020Updated 5 years ago
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- [MICCAI 2024 Spotlight, Early Acceptance] PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts☆19Dec 13, 2025Updated 2 months ago
- [ICLR'22] Representation-Agnostic Shape Fields☆17Dec 8, 2022Updated 3 years ago
- [MICCAI'22] Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels☆17Jun 20, 2022Updated 3 years ago
- [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation☆34Oct 11, 2022Updated 3 years ago
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆37Aug 19, 2021Updated 4 years ago
- Medical image handling library for easy manipulation of dicom images in research☆17Aug 19, 2019Updated 6 years ago
- This is an implement of ACE: Adapting to Changing Environments for Semantic Segmentation☆15Jun 14, 2020Updated 5 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆116Mar 24, 2023Updated 2 years ago
- Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption☆62Jan 8, 2018Updated 8 years ago
- [ISBI 2023] Official Implementation for Label-Assemble☆20Jul 30, 2024Updated last year
- Local Temperature Scaling for Probability Calibration☆22Nov 26, 2021Updated 4 years ago
- [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space☆265Apr 1, 2021Updated 4 years ago
- [TMI'19 & DLMIA'18] Code for "Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis".☆46Nov 29, 2020Updated 5 years ago
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- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆49Jun 18, 2020Updated 5 years ago
- Code for MICCAI 2023 paper: Robust Segmentation via Topology Violation Detection and Feature Synthesis☆28Oct 9, 2025Updated 4 months ago
- code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets☆66Jan 31, 2022Updated 4 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Mar 9, 2021Updated 4 years ago
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- Joint learning of chest radiographs and radiology reports☆26Dec 30, 2021Updated 4 years ago
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- [CVPR22'] SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation☆23Sep 5, 2023Updated 2 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Jul 6, 2023Updated 2 years ago