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3d-medical-images

Here are 12 public repositories matching this topic...

reshalfahsi / 3d-viz-score-cam

Visualizing 3D ResNet for Medical Image Classification With Score-CAM

visualization torch image-classification 3d explainable-ai 3d-resnet gradient-free cnn-visualization explainability k3d pytorch-lightning 3d-medical-images score-cam medmnist medical-image-classification

Updated May 7, 2024
Jupyter Notebook

LovelyChaos / Information-Complementation-Network

pytorch mri t1 u-net transformer-models 3d-medical-images deep-laerning

Updated Aug 12, 2023
Python

NBasty / DICOM_resampling

Use this code to resample 2D and 3D medical images in matlab

matlab mri 2d-data 3d-medical-images dicom-resampling

Updated Oct 24, 2019
MATLAB

TheScorpoi / mi4web

A full web based medical image viewer

visualization medical-images ohif mpr medical-image-segmentation ohif-viewer 3d-medical-images

Updated Jun 24, 2022
JavaScript

sowwnn / 3DDualDomainAttention

ICIP2023: 3D-DDA: 3D Dual-Domain Attention For Brain Tumor Segmentation

python attention-mechanism icip brain-tumor-segmentation 3d-medical-images

Updated Oct 23, 2023
Jupyter Notebook

dddraxxx / Medical-Reg-with-Volume-Preserving

Code for the paper "Preserving Volume for Unsupervised Registration" (ICCV 2023 Poster)

deep-learning diffeomorphism unsupervised-learning image-registration medical-images medical-image-registration image-alignment 3d-medical-images voxelmorph volume-preserving

Updated May 31, 2024
Python

pranath / predict_alzheimers

In this project I develop a deep learning CNN model to predict Alzheimer's disease using 3D MRI medical images of the Hippocampus region of the brain.

deep-learning medical-imaging nifti-format brain keras-tensorflow medical-image-processing hippocampus medical-image-analysis nifti-images medical-image-segmentation alzheimer-disease mri-image 3d-medical-image 3d-medical-images

Updated Aug 31, 2020
Jupyter Notebook

neuropoly / totalspineseg

Robust Segmentation and Labeling of Vertebrae, Intervertebral Discs, Spinal Cord, and Spinal Canal in MRI Images Using nnU-Net and Iterative Algorithm.

mri segmentation spine spinal-cord segmentation-models nnu-net 3d-medical-images vertebrae vertebrae-segmentation vertebrae-identification spinal-canal

Updated Nov 29, 2024
Python

tinymilky / RSANet

RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation (MICCAI 2019)

deep-learning attention multiple-sclerosis segmentation unet attention-mechanism recurrent miccai long-range-dependence unet-pytorch unet-image-segmentation unet-segmentation attention-network 3d-medical-images non-local-network ms-lesions

Updated Feb 4, 2020
Python

HKU-MedAI / GEM-3D

Generative Enhancement for 3D Medical Images

image-generation diffusion-models 3d-medical-images

Updated Jun 6, 2024
Python

mahmoodlab / TriPath

Analysis of 3D pathology samples using weakly supervised AI - Cell

cell weakly-supervised-learning volumetric-data 3d-path 3d-medical-images 3d-pathology 3d-mil 3d-multiple-instance-learning volumetric-multiple-instance-learning 3d-tissue-imaging

Updated Sep 16, 2024
Python

tianrun-chen / xLSTM-UNet-PyTorch

Replacing Mamba with xLSTM! It works better. We show that xLSTM-Unet can be an effective semantic segmentation backbone.

medical-imaging segmentation imagesegmentation medical-image-segmentation 3d-medical-images 3d-medical-imaging-segmentation

Updated Jul 5, 2024
Python

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