Multi-Scale GCN-Assisted Two-Stage Network for Joint Segmentation of Retinal Layers and Disc in Peripapillary OCT Images
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Sep 30, 2023 - Python
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medical-image
Here are 15 public repositories matching this topic...
[STACOM-MICCAI 2019] Deep Learning Registration for Cardiac Motion Tracking
deep-learning pytorch medical-image-computing medical-image-processing cardiac miccai medical-image-registration medical-image miccai-2019 cardiac-motion
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Jan 30, 2024 - Python
Official implementation of "Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models"
deep-learning retrieval pytorch classification zero-shot triplet multimodal-deep-learning medical-image radiology-report vision-language-model representational-learning image-text-alignment
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Mar 27, 2026 - Python
A Polyp Screening Framework utilizing deep learning technique
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May 17, 2018 - Python
A module that can extract LBP features (local binary pattern) from 3D images. Can be used for extracting features from medical images.
feature-extraction radiomics lbp lbp-features medical-image lbp-patterns local-binary-pattern lbp3d 3dlbp 3d-lbp image-biomarkers
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Mar 6, 2022 - Python
CT scan machine learning models including AxialNet and HiResCAM
python machine-learning neural-network grad-cam cnn pytorch artificial-intelligence classification medical-image explainable ct-scan hirescam
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Dec 8, 2022 - Python
2nd place solution for Asan HeLP Challenge 2018(Cardiac Segmentation)
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May 1, 2020 - Python
24th solution for kaggle APTOS 2019 blindness detection(https://www.kaggle.com/c/aptos2019-blindness-detection)
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May 1, 2020 - Python
2nd place solution for Konyang Health Datathon 2019(Fundus disease classification)
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May 1, 2020 - Python
Deep-Learning solution for detecting Intra-Cranial Hemorrhage (ICH) 🧠 using X-Ray Scans in DICOM (.dcm) format.
python data-science machine-learning deep-learning kaggle datascience medical-imaging deeplearning preprocessing medical-image-processing medical-image-analysis ct-scans deep-neural-network ensemble-machine-learning medical-image ct-scan-images hemorrhage
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Nov 12, 2020 - Jupyter Notebook
1st place solution for Asan HeLP Challenge 2019(Cardiac Border Detection)
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May 1, 2020 - Python
基于深度学习的乳腺X光片良恶性分类诊断系统，采用多模型集成（EfficientNet-B3/B4、ResNet50、DenseNet121）结合SWA随机权重平均、Focal Loss和MixUp数据增强，针对CBIS-DDSM数据集实现高精度三分类
python computer-vision deep-learning dicom pytorch medical-imaging classification image-classification ensemble-learning transfer-learning data-augmentation breast-cancer swa focal-loss computer-aided-diagnosis medical-image efficientnet mammography medical-image-classification cbis-ddsm
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Mar 1, 2026 - Python
面向医学图像分类中数据异质性和类不平衡问题的加强联邦学习的设计与分析
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May 17, 2025 - Python
This repository contains the source code for Medical Image Registration and Applications (MIRA) course for MAIA masters degree.
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Nov 30, 2023 - Jupyter Notebook
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