IEEE

GALA: Integrating Weighted Graph Walks and Latent-Space Adversarial Training for Single-Cell Batch Alignment

Abstract: Single-cell RNA sequencing (scRNA-seq) enables unprecedented exploration of cellular heterogeneity, yet technical variations across datasets introduce pervasive batch effects that severely ...
Frontiers

Skull stripping tools in pediatric T2-weighted MRI scans: a retrospective evaluation of segmentation performance

1 Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Hannover Medical School, Hannover, Germany 2 Institute of Diagnostic and Interventional ...
GitHub

T1Prep: T1 PREProcessing Pipeline (aka PyCAT)

T1Prep is a pipeline that preprocesses T1-weighted MRI data and supports segmentation and cortical surface reconstruction. It provides a complete set of tools for efficiently processing structural MRI ...
IEEE

Transformer Fault Diagnosis Based on Hybrid-Weighted and Multi-Scale One-Dimensional Convolutional Neural Network

Abstract: To address the issues of low accuracy and imbalanced datasets in transformer fault diagnosis, this paper proposes a fault diagnosis model based on a multi-scale one-dimensional convolutional ...
GitHub

AI Speech Deepfake Detection

This repository contains the implementation and research materials for my Master's thesis on Generalized and Explainable AI Speech Deepfake Detection. The project addresses the critical challenge of ...