Fusing gene expressions and transitive protein-protein interactions for inference of gene regulatory networks

بواسطة Liu, Wenting, Rajapakse, Jagath Chandana
منشور في 2019

Functional homogeneity and specificity of topological modules in human proteome

بواسطة Kaalia, Rama, Rajapakse, Jagath Chandana
منشور في 2019

Profiling heterogeneity of Alzheimer's disease using white-matter impairment factors

بواسطة Sui, Xiuchao, Rajapakse, Jagath Chandana
منشور في 2018

Iterative consensus spectral clustering improves detection of subject and group level brain functional modules

بواسطة Gupta, Sukrit, Rajapakse, Jagath Chandana
منشور في 2021

Graph embeddings on gene ontology annotations for protein-protein interaction prediction

بواسطة Zhong, Xiaoshi, Rajapakse, Jagath Chandana
منشور في 2021

Refining modules to determine functionally significant clusters in molecular networks

بواسطة Kaalia, Rama, Rajapakse, Jagath Chandana
منشور في 2021

Self-supervised learning for hotspot detection and isolation from thermal images

بواسطة Goyal, Shreyas, Rajapakse, Jagath Chandana
منشور في 2023

Hybrid UNet transformer architecture for ischemic stoke segmentation with MRI and CT datasets

بواسطة Soh, Wei Kwek, Rajapakse, Jagath Chandana
منشور في 2024

Gene ontology enrichment improves performances of functional similarity of genes

بواسطة Liu, Wenting, Liu, Jianjun, Rajapakse, Jagath Chandana
منشور في 2018

Analysis of correlation-based biomolecular networks from different omics data by fitting stochastic block models

بواسطة Baum, Katharina, Rajapakse, Jagath Chandana, Azuaje, Francisco
منشور في 2020

GO2Vec : transforming GO terms and proteins to vector representations via graph embeddings

بواسطة Zhong, Xiaoshi, Kaalia, Rama, Rajapakse, Jagath Chandana
منشور في 2021

Decoding task specific and task general functional architectures of the brain

بواسطة Gupta, Sukrit, Lim, Marcus, Rajapakse, Jagath Chandana
منشور في 2022

A deep neural network approach to predicting clinical outcomes of neuroblastoma patients

بواسطة Tranchevent, Léon-Charles, Azuaje, Francisco, Rajapakse, Jagath Chandana
منشور في 2021

Sparse deep neural network for encoding and decoding the structural connectome

بواسطة Singh, Satya P., Gupta, Sukrit, Rajapakse, Jagath Chandana
منشور في 2024

Drug discovery and mechanism prediction with explainable graph neural networks

بواسطة Wang, Conghao, Kumar, Gaurav Asok, Rajapakse, Jagath Chandana
منشور في 2025

MultiDCoX: Multi-factor analysis of differential co-expression

بواسطة Liany, Herty, Rajapakse, Jagath Chandana, Karuturi, R. Krishna Murthy
منشور في 2018

Marshall–Olkin power-law distributions in length-frequency of entities

بواسطة Zhong, Xiaoshi, Yu, Xiang, Cambria, Erik, Rajapakse, Jagath Chandana
منشور في 2023

HUT: Hybrid UNet Transformer for brain lesion and tumour segmentation

بواسطة Soh, Wei Kwek, Yuen, Hing Yee, Rajapakse, Jagath Chandana
منشور في 2024

Network-based integration of multi-omics data for clinical outcome prediction in neuroblastoma

بواسطة Wang, Conghao, Lue, Wu, Kaalia, Rama, Kumar, Parvin, Rajapakse, Jagath Chandana
منشور في 2023

Graph neural networks with multiple prior knowledge for multi-omics data analysis

بواسطة Xiao, Shunxin, Lin, Huibin, Wang, Conghao, Wang, Shiping, Rajapakse, Jagath Chandana
منشور في 2023