GitHub topics: lesion-detection
Abraham-ch/Rx-TeethLesion
This project provides a simple and reusable pipeline for applying an .onnx-based model to detect teeth lesions in images.
Language: TypeScript - Size: 89.2 MB - Last synced at: about 10 hours ago - Pushed at: about 12 hours ago - Stars: 0 - Forks: 0
TaherGrayson24/deep_learning_skin_cancer_detection_multi_type_isic2018
Deep learning pipeline for multi-type ISIC 2018 skin lesion classification with CNNs, preprocessing, augmentation, and training and inference support 🐙.
Language: Python - Size: 692 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0
ibrar-syed/deep_learning_skin_cancer_detection_multi_type_isic2018
A deep learning pipeline for skin lesion classification using ISIC dataset with multiple deep learning cnn algorithms and advanced preprocessing including multithreaded loading, augmentation, and performance evaluation.
Language: Python - Size: 735 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0
mkang315/BGF-YOLO
[MICCAI'24] Official implementation of "BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection".
Language: Python - Size: 20 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 132 - Forks: 18
mkang315/PK-YOLO
[WACV'25] Official implementation of "PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplane MRI Slices".
Language: Python - Size: 849 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 12 - Forks: 4
soureshmondal/skinsense
SkinSense is a web app that detects and classifies skin lesions using deep learning trained on the HAM10000 dataset. It also features an integrated AI chatbot to assist users with dermatology queries and explain results interactively.
Language: TypeScript - Size: 479 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
sfu-mial/DermSynth3D
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.
Language: Jupyter Notebook - Size: 287 MB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 27 - Forks: 3
zzdyyy/Patho-GAN
Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation"
Language: Python - Size: 3.86 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 80 - Forks: 19
Phonkerxcc/Skin-Lesion-Detection
Skin Lesion Detection Using Convolutional Neural Network
Language: Jupyter Notebook - Size: 181 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
v-sundaresan/microbleed-detection
Detection of cerebral microbleeds using deep learning method consisting of 2 steps: initial candidate detection and candidate discrimination using a student-teacher network.
Language: Python - Size: 1.04 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 3
jcaperella29/Dicom_processing_flask_app
🏥 DICOM Flask App – AI-Powered Lesion Detection A Flask-based web app for uploading, processing, and analyzing DICOM medical images. Uses DeepLesion (Faster R-CNN) for lesion detection and ResNet50 for classification. Features a multi-tab UI with sidebar navigation. A sample DICOM file is included for testing!
Language: Python - Size: 1.5 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
MIC-DKFZ/RegRCNN
This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. It is a fork of MIC-DKFZ/medicaldetectiontoolkit with regression capabilites.
Language: Python - Size: 4.25 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 20
dzaridis/ProLesA-Net-A-multi-channel-3D-architecture-for-Prostate-MR-lesion-segmentation-with-multi-scale-Ch
ProLesA-Net: a Deep learning model For Prostate Lesion Segmentation from bi-parametric MR-Images
Language: Python - Size: 2.81 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
Thomasbehan/LesNet
LesNet (Lesion Net) is an open-source project for AI-based skin lesion detection. It aims to create a reliable tool and foster community involvement in critical AI problems. Contributions are welcome!
Language: Python - Size: 13.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 2
JimmyCai91/LesionHarvester
DeepLesion
Language: Python - Size: 49 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 22 - Forks: 1
anir16293/Deep-Lesion
A deep learning framework for detecting lesions in CT scans from Deep Lesion dataset
Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 33 - Forks: 8
sfu-mial/MultiNet
Repository for our deep multitask paper in DOT imaging.
Language: Python - Size: 25.5 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
MIMBCD-UI/dataset-uta7-heatmaps
[IJHCS] UTA7: a dataset of heatmaps and images resulted from computing the given abnormalities which were manually delineated by clinicians while annotating the breast cancer lesions.
Language: CSS - Size: 325 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1
bscwty/Computer-Aided-Diagnosis-on-Fundus-Image
SEU Bachelor Thesis Project of a auto-diagnosis system for fundus diseases based on deep learning
Language: Python - Size: 3.93 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
pimed/SPCNet
TensorFlow implementation of our paper: "Automated detection of aggressive and indolent prostate cancer on magnetic resonance imaging [Medical Physics 2021]".
Language: Python - Size: 1.84 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 2
inboxpraveen/Skin-cancer-lesion-detection
This repository contains skin cancer lesion detection models. These are trained on a sequential and a custom ResNet model
Language: Jupyter Notebook - Size: 2.19 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 3
gogolB/Brain_Lesion_Segmetation
Project for UCSF 265
Language: Jupyter Notebook - Size: 1.05 MB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0
v-sundaresan/truenet_tumseg
Brain Tumour Segmentation with TrUE-Net tool - top 10 DL model in MICCAI BraTS 2020
Language: Python - Size: 2.9 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
cscampana/COGS118B-FinalProject-Deeplesion
Predict lesions using various unsupervised learning techniques on the Deeplesion dataset.
Language: Jupyter Notebook - Size: 29.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
