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90

unknown

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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.

glaucoma deep-learning fundus-images retinal-images image-synthesis medical-imaging disease-diagnosis od-oc-segmentation lesion-segmentation diabetic-retinopathy blood-vessel-segmentation age-related-macular-degeneration

Created 2020-10-05

23 commits to main branch, last one 2 years ago

Patho-GAN zzdyyy

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unknown

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Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation"

gan fundus exudates deep-learning explainable-ai retinal-images image-synthesis medical-imaging interpretability lesion-detection data-augmentation lesion-segmentation diabetic-retinopathy microaneurysm-detection medical-image-processing

Created 2021-02-10

10 commits to main branch, last one 2 years ago

ASF-YOLO mkang315

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agpl-3.0

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[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".

yolo cell-detection cell-segmentation nucleus-detection breast-cancer-cell lesion-segmentation nuclei-segmentation deep-neural-networks instance-segmentation data-science-bowl-2018 medical-image-analysis deep-learning-framework medical-image-computing medical-image-processing breast-cancer-segmentation computer-vision-algorithms hematoxylin-eosin-staining medical-image-segmentation histopathology-image-analysis detection-segmentation-algorithm

Created 2023-12-10

80 commits to main branch, last one 15 days ago

TextSCF tinymilky

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mit

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TextSCF: LLM-Enhanced Image Registration Model

llms text-prompt image-registration lesion-segmentation medical-image-analysis medical-image-processing spatially-covariant-filters

Created 2021-03-06

12 commits to main branch, last one 3 months ago

MHA-UNet wurenkai

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mit

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[arXiv] The official code for "Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived Classification".

image-segmentation lesion-segmentation image-classification medical-image-analysis medical-image-segmentation

Created 2023-11-13

36 commits to main branch, last one 8 months ago

DermSynth3D sfu-mial

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agpl-3.0

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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 mult...

synthesis 3d-graphics body-parser dermatology skin-images deeplearning human-anatomy image-blending lesion-analysis medical-imaging human-body-model lesion-detection skin-segmentation lesion-segmentation human-part-segmentation differentiable-rendering synthetic-dataset-generation

Created 2023-03-08

24 commits to main branch, last one 5 months ago