lesion-detection

There are 0 repository under lesion-detection topic.

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.
detection object-detection mask-rcnn retinanet 3d-detection 3d-object-detection medical-image-processing medical-image-computing medical-image-analysis deep-learning pytorch-implementation regression-head lesion-detection non-maximum-suppression roialign 3d-mask-rcnn
Language:Python 44
anir16293 / Deep-Lesion
A deep learning framework for detecting lesions in CT scans from Deep Lesion dataset
image neural-network deep-learning object-detection medical-image-processing lesion-detection deeplesion
Language:Jupyter Notebook 31
zzdyyy / Patho-GAN
Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation"
deep-learning gan medical-image-processing data-augmentation medical-imaging retinal-images lesion-segmentation lesion-detection fundus microaneurysm-detection diabetic-retinopathy exudates interpretability image-synthesis explainable-ai
Language:Python 29
JimmyCai91 / LesionHarvester
DeepLesion
lesion-detection
Language:Python 18
inboxpraveen / Skin-cancer-lesion-detection
This repository contains skin cancer lesion detection models. These are trained on a sequential and a custom ResNet model
machine-learning deep-learning deep-neural-networks computer-vision cancer cancer-detection lesion-detection resnet sequential-models skin-cancer lesion-segmentation cancer-imaging-research resnet-18 skin-detection
Language:Jupyter Notebook 6
gogolB / Brain_Lesion_Segmetation
Project for UCSF 265
stroke lesion seg unet ucsf university-project 265 segmentation lesion-segmentation lesion-detection brain mri-segmentation mri-brain tensorflow keras keras-semantic-segmentation
Language:Jupyter Notebook 2
pimed / SPCNet
TensorFlow implementation of our paper: "Automated detection of aggressive and indolent prostate cancer on magnetic resonance imaging [Medical Physics 2021]".
prostate-cancer-detection prostate-segmentation prostate prostate-cancer mri-segmentation lesion-detection spcnet prostate-cancer-biopsies
Language:Python 2
cscampana / COGS118B-FinalProject-Deeplesion
Predict lesions using various unsupervised learning techniques on the Deeplesion dataset.
lesion-location lesion-detection dimensionality-reduction deeplesion-dataset clustering-methods
Language:Jupyter Notebook 1
v-sundaresan / truenet_tumseg
Brain Tumour Segmentation with TrUE-Net tool - top 10 DL model in MICCAI BraTS 2020
tumour-segmentation miccai-2020 brats2020 truenet mri neuroimaging segmentation pytorch domain-adaptation cross-validation-triplanar-unet unet unet-image-segmentation deep-learning lesion-detection
Language:Python 1
dataset-uta7-heatmaps
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.
dataset datasets heatmap heatmaps breast-cancer medical-imaging human-computer-interaction user-centered-design artificial-intelligence machine-learning deep-learning segmentation lesion-segmentation lesion-detection
Language:CSS
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.
microbleeds mri knowledge-distillation student-teacher-learning multitask-learning deep-learning unet vessel-removal pytorch-implementation candidate-detection lesion-detection cerebral-microbleeds
Language:Python

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