DebeshJha
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MDNet Public
Abdominal Organ Segmentation using Multi Decoder Network (MDNet) [Accepted at ICASSP 2025]
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PolypDB Public
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy
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CirrMRI600PLUS Public
CirrMRI600+: Large Scale MRI Collection and Segmentation of Cirrhotic Liver
liver-segmentation 3d-segmentation liver-disease liver-cancer liver-disease-prediction abdominal-organ-segmentation abdominal-organ-dataset13 UpdatedOct 25, 2024 -
PaNSegNet Public
Forked from NUBagciLab/PaNSegNetLarge-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning
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GastroVision Public
GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection https://drive.google.com/drive/folders/1T35gqO7jIKNxC-gVA2YVOMdsL7PSqeAa?usp=sharing
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YOLO_SAM2 Public
Forked from sajjad-sh33/YOLO_SAM2Self-Prompting Polyp Segmentation in Colonoscopy Using Hybrid YOLO-SAM 2 Model
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GenerativeAI Public
Practical and Ethical Considerations for Generative AI in Medical Imaging
1 UpdatedAug 18, 2024 -
PP-SAM Public
Forked from SLDGroup/PP-SAMBSD 3-Clause "New" or "Revised" License UpdatedMay 28, 2024 -
TransRUPNet Public
TransRUPNet for Improved Out-of-Distribution Generalization in Polyp Segmentation (IEEE EMBC)
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PVTFormer Public
Liver segmentation using Deep Learning on LiTS 2017 Dataset
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TransNetR Public
Official implementation of TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing (MIDL 2022)
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ResUNetplusplus-PyTorch- Public
PyTorch implementation of ResUNet++ for Medical Image segmentation
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DoubleUNet Public
PyTorch implementation of DoubleUNet for medical image segmentation
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Doubleunet_pytorch Public
Official implementation of DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation (pytorch implementation)
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UNet-insturment-segmentation Public
Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos
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PolypGen Public
A multi-centre polyp detection and segmentation dataset for generalisability assessment https://www.nature.com/articles/s41597-023-01981-y
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Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)
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Labelling_tool Public
List of labelling tools for computer vision tasks
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LightLayers Public
LightLayers: Parameter Efficient Dense and convolutional Layers for Image Classification (PDCAT-PAAP)
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2020-CBMS-DoubleU-Net Public
Official implementation of DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))
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ColonSegNet Public
Official implementation of ColonSegNet: Real-Time Polyp Segmentation (Used in NVIDIA Clara Holoscan App for Polyp Segmentation)
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ResUNetPlusPlus Public
Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)
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NanoNet Public
Official implementation of NanoNet: Real-time medical Image segmentation architecture (IEEE CBMS)
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Kvasir-Instrument Public
GitHub repository for the Kvasir-instrument dataset
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Kvasir-SEG Public
Kvasir-SEG: A Segmented Polyp Dataset
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Kvasircapsule-SEG Public
NanoNet: Real-Time Polyp Segmentation in Capsule Endoscopy & Colonoscopy [Contains an open-access capsule endoscopy dataset (2021 IEEE CBMS)]
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holoscan-sdk Public
Forked from nvidia-holoscan/holoscan-sdkThe AI sensor processing SDK for low latency streaming workflows