Article
G2PDeep-v2: A Web-Based Deep-Learning Framework for Phenotype Prediction and Biomarker Discovery for All Organisms Using Multi-Omics Data.
Biomolecules - 1 Dec 2025
Zeng Shuai, Adusumilli Trinath, Awan Sania Zafar, Immadi Manish Sridhar, Xu Dong, Joshi Trupti
Abstract excerpt
Multi-omics data offers rich insights into complex traits across organisms, yet integrating and analyzing these datasets for phenotype prediction and marker discovery remains challenging. Researchers need accessible tools that combine deep learning, hyperparameter optimization, visualization, and downstream analysis in a unified web platform. To address this, we developed G2PDeep-v2, a web-based platform powered...
Read the complete abstract on PubMedTopics
Share this publication in a Topic to start or enrich a Post.