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prostate-segmentation

Here are 13 public repositories matching this topic...

ImgX-DiffSeg

mathpluscode / ImgX-DiffSeg

A JAX-based deep learning framework for image segmentation using diffusion models.

deep-learning segmentation flax jax brain-tumor-segmentation diffusion-models prostate-segmentation abdominal-organ-segmentation muscle-ultrasound-segmentation

Updated Jun 11, 2024
Python

wulalago / DAF3D

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

attention-mechanism medical-image-analysis pytorch-implementation prostate-segmentation

Updated Dec 23, 2020
Python

superxuang / amta-net

Asymmetric Multi-Task Attention Network for Prostate Bed Segmentation in CT Images

attention-mechanism prostate computed-tomography multi-task-learning prostate-segmentation

Updated Jul 21, 2021
Python

suhitaghosh10 / UATS

A deep semi-supervised method (UATS) for medical segmentation

deep-learning semi-supervised-learning segmentation temporal-ensembling prostate-segmentation

Updated Jul 18, 2024
Python

pimed / TRUSGlandSegmentation

Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study

deep-learning pytorch mri medical-imaging segmentation ultrasound knowledge-distillation prostate-cancer domain-generalization prostate-segmentation

Updated Sep 25, 2023
Python

pimed / SPCNet

TensorFlow implementation of our paper: "Automated detection of aggressive and indolent prostate cancer on magnetic resonance imaging [Medical Physics 2021]".

prostate prostate-cancer mri-segmentation lesion-detection prostate-cancer-detection prostate-segmentation prostate-cancer-biopsies spcnet

Updated Aug 3, 2021
Python

ntnu-mr-cancer / SegmentationQualityControl

A quality control system for automated prostate segmentation on T2-weighted MRI

machine-learning quality-control deep-learning mri segmentation mri-images prostate radiomics computer-aided-diagnosis quality-score sqc prostate-segmentation autoref

Updated Aug 9, 2023
MATLAB

KibromBerihu / LFBNet

This repository implements a robust deep learning method (LFBNet) for medical image segmentation using a two systems approach. Learning fast and slow strategy for robust medical image analysis.

ai deep-learning mri robust segmentation ct medical-image-processing cardiac inner-ear cardiac-segmentation medical-image-analysis medical-image-segmentation echocardiography cochlear-implant prostate-segmentation robust-deep-learning inner-ear-segmentation cardiac-image-segmentation robust-image-segmentation

Updated Jun 18, 2022
Python

CielAl / pytorch-carcino-net

Pytorch implementation of carcino-net

pytorch prostate-cancer pytorch-implementation pytorch-lightning prostate-segmentation carcino-net

Updated Mar 13, 2024
Python

aCoalBall / segmentation-of-3d-prostate

Segment the Prostate 3D data set with the UNet3D

image-segmentation unet-pytorch prostate-segmentation unet3d

Updated Nov 5, 2022
Python

mpierangeli / prostate_segmentation_moe

A simple module for prostate segmentation in MRI T2-W images

machine-learning segmentation medical-image-processing prostate-segmentation

Updated Apr 14, 2024
Python

ErfanFathi / prostate-segmentation-unet

Prostate Segmentation using U-Net Model

pytorch medical-imaging segmentation prostate u-net prostate-segmentation u-net-pytorch prostate-dataset

Updated Aug 5, 2024
Jupyter Notebook

ipsitmantri / EE692-MeDAL

This repository contains the work done as a part of the RnD course taken under Prof. Amit Sethi of EE Department at IITB

deep-learning segmentation attention-mechanism gleason-grade prostate-segmentation multple-instance-learning

Updated Feb 5, 2022
Python

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