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

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

Generative Enhancement for 3D Medical Images

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

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

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.

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

A full web based medical image viewer

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

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

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