IEEE

An Effective Summary Preprocessing Method for Time Series Forecasting With Multiple Temporal Granularities

Abstract: Time-series forecasting plays a pivotal role in decision-making. Recently, as deep learning models have shown exceptional performance in time-series forecasting, research in the field of ...
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 ...