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

by Liu, Wenting, Rajapakse, Jagath Chandana
Published 2019

Functional homogeneity and specificity of topological modules in human proteome

by Kaalia, Rama, Rajapakse, Jagath Chandana
Published 2019

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

by Sui, Xiuchao, Rajapakse, Jagath Chandana
Published 2018

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

by Gupta, Sukrit, Rajapakse, Jagath Chandana
Published 2021

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

by Zhong, Xiaoshi, Rajapakse, Jagath Chandana
Published 2021

Refining modules to determine functionally significant clusters in molecular networks

by Kaalia, Rama, Rajapakse, Jagath Chandana
Published 2021

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

by Goyal, Shreyas, Rajapakse, Jagath Chandana
Published 2023

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

by Soh, Wei Kwek, Rajapakse, Jagath Chandana
Published 2024

Gene ontology enrichment improves performances of functional similarity of genes

by Liu, Wenting, Liu, Jianjun, Rajapakse, Jagath Chandana
Published 2018

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

by Baum, Katharina, Rajapakse, Jagath Chandana, Azuaje, Francisco
Published 2020

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

by Zhong, Xiaoshi, Kaalia, Rama, Rajapakse, Jagath Chandana
Published 2021

Decoding task specific and task general functional architectures of the brain

by Gupta, Sukrit, Lim, Marcus, Rajapakse, Jagath Chandana
Published 2022

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

by Tranchevent, Léon-Charles, Azuaje, Francisco, Rajapakse, Jagath Chandana
Published 2021

Sparse deep neural network for encoding and decoding the structural connectome

by Singh, Satya P., Gupta, Sukrit, Rajapakse, Jagath Chandana
Published 2024

MultiDCoX: Multi-factor analysis of differential co-expression

by Liany, Herty, Rajapakse, Jagath Chandana, Karuturi, R. Krishna Murthy
Published 2018

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

by Zhong, Xiaoshi, Yu, Xiang, Cambria, Erik, Rajapakse, Jagath Chandana
Published 2023

HUT: Hybrid UNet Transformer for brain lesion and tumour segmentation

by Soh, Wei Kwek, Yuen, Hing Yee, Rajapakse, Jagath Chandana
Published 2024

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

by Wang, Conghao, Lue, Wu, Kaalia, Rama, Kumar, Parvin, Rajapakse, Jagath Chandana
Published 2023

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

by Xiao, Shunxin, Lin, Huibin, Wang, Conghao, Wang, Shiping, Rajapakse, Jagath Chandana
Published 2023

Multi-modal graph neural network for early diagnosis of Alzheimer's disease from sMRI and PET scans

by Zhang, Yanteng, He, Xiaohai, Chan, Yi Hao, Teng, Qizhi, Rajapakse, Jagath Chandana
Published 2023