[ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, and generated faster than traditional human-made reports.
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Aug 21, 2025 - Python
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lesion-segmentation
Here are 43 public repositories matching this topic...
Liver Lesion Segmentation with 2D Unets
deep-learning unet semantic-segmentation liver-segmentation medical-image-segmentation unet-pytorch lesion-segmentation
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Jul 4, 2019 - Python
[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".
deep-neural-networks yolo medical-image-computing medical-image-processing cell-segmentation nucleus-detection computer-vision-algorithms instance-segmentation deep-learning-framework cell-detection medical-image-analysis data-science-bowl-2018 medical-image-segmentation nuclei-segmentation lesion-segmentation hematoxylin-eosin-staining breast-cancer-segmentation detection-segmentation-algorithm histopathology-image-analysis breast-cancer-cell
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Aug 22, 2025 - Python
Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published papers will be updated regularly.
deep-learning medical-imaging retinal-images image-synthesis diabetic-retinopathy glaucoma lesion-segmentation age-related-macular-degeneration disease-diagnosis fundus-images blood-vessel-segmentation od-oc-segmentation
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Feb 13, 2022
Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation"
deep-learning medical-imaging gan data-augmentation medical-image-processing interpretability retinal-images image-synthesis diabetic-retinopathy fundus explainable-ai exudates lesion-segmentation lesion-detection microaneurysm-detection
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Apr 20, 2022 - Python
Segmentation of skin cancers on ISIC 2017 challenge dataset.
computer-vision deep-learning medical-imaging segmentation cancer-detection lesion-segmentation melanoma-segmentation
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Apr 5, 2019 - Jupyter Notebook
TextSCF: LLM-Enhanced Image Registration Model
image-registration medical-image-processing medical-image-analysis lesion-segmentation text-prompt llms spatially-covariant-filters
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Sep 30, 2024 - Python
[arXiv] The official code for "Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived Classification".
image-classification image-segmentation medical-image-analysis medical-image-segmentation lesion-segmentation
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Apr 18, 2025 - Python
Official code for "DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images". A data generation pipeline for creating photorealistic in-the-wild synthetic dermatalogical data with rich multi-task annotations for various skin-analysis tasks.
medical-imaging body-parser synthesis deeplearning skin-segmentation dermatology 3d-graphics image-blending synthetic-dataset-generation skin-images differentiable-rendering human-body-model lesion-segmentation lesion-detection human-anatomy human-part-segmentation lesion-analysis
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Jul 28, 2024 - Jupyter Notebook
PyTorch Implementation of Small Lesion Segmentation in Brain MRIs with Subpixel Embedding (ORAL, MICCAIW 2021)
machine-learning computer-vision deep-learning pytorch mri medical-imaging segmentation ucla atlas lesion-segmentation stroke-lesion ischemic-stroke
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Jul 1, 2022 - Python
Official development code of the Automatic Scoring of Atopic Dermatitis (ASCORAD) by Legit.Health 🩺🤖
assessment automatic official dermatology atopic-dermatitis lesion-segmentation pytoch severity-analysis severity-rating
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Mar 27, 2023 - Python
Official PyTorch Implementation of ModDrop++ [MICCAI 2022 (early accept)]. A simple yet effective approach to tackle missing-modality problem for multi-modality medical imaging data.
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Dec 23, 2023 - Python
A comprehensive platform for analyzing pulmonary parenchyma lesions on chest CT.
machine-learning medical-imaging computed-tomography lesion-segmentation covid-19-data-analysis multi-tissue-segmentation
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May 26, 2022 - Python
DeepWMH: Annotation-free white matter hyperintensity (WMH) lesion segmentation tool using deep learning.
deep-learning image-segmentation unsupervised-learning medical-image-processing lesion-segmentation white-matter-hyperintensities annotation-free
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Jun 13, 2025 - Python
DL tool for white matter hyperintensities segmentation
training testing deep-learning evaluation cross-validation pytorch mri segmentation unet domain-adaptation lesion-segmentation white-matter-hyperintensities unet-image-reconstruction truenet triplanar-architecure
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Sep 8, 2025 - Python
Sequence Adaptive Multimodal SEGmentation (SAMSEG)
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Jun 17, 2025 - C++
[BSPC] The official code for "MHorUNet: High-order spatial interaction UNet for skin lesion segmentation".
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Apr 5, 2024 - Python
Fully automatic skin lesion segmentation using the Berkeley wavelet transform and UNet algorithm.
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Jun 1, 2021 - Jupyter Notebook
The official code for "LiteMamba-Bound: A lightweight Mamba-based model with boundary-aware and normalized active contour loss for skin lesion segmentation"
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Jun 4, 2025 - Python
This repository contains skin cancer lesion detection models. These are trained on a sequential and a custom ResNet model
machine-learning deep-neural-networks computer-vision deep-learning cancer cancer-imaging-research resnet skin-detection cancer-detection skin-cancer sequential-models resnet-18 lesion-segmentation lesion-detection
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Jun 15, 2019 - Jupyter Notebook
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