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J

Jagath C. Rajapakse

Nanyang Technological University

44H-index
380Paper Count
1.1WCitation Count
Published Papers 73
Publication Date
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LABMA: Latent-bottleneck attention-based multimodal architecture for integration of transcriptomics, proteomics, and MRI in neurodegeneration
errComputers in Biology and Medicine
IF6.3
err2026-05-12
err0
PREAI
errAmashi Niwarthana; Jagath C. Rajapakse
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Learning Brain Structure-Function Interactions via Modularity-Guided Attention-based Graph Neural Networks
errInformation Fusion
IF15.5
err2026-04-24
err0
PREAI
errJing Xia; Yi Hao Chan; Deepank Girish; Conghao Wang; Jagath C. Rajapakse
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errSave
Meta-analysis Guided Multi-task Graph Transformer Network for Diagnosis of Neurological Disease and Cognitive Deficits
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XII
IF0
err2026-01-01
err0
PREAI
errXia, Jing; Chan, Yi Hao; Rajapakse, Jagath C.
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errSave
Subcortical Masks Generation in CT Images via Ensemble-Based Cross-Domain Label Transfer
errMEDICAL IMAGE UNDERSTANDING AND ANALYSIS, MIUA 2025, PT III
IF0
err2026-01-01
err0
PREAI
errLee, Augustine X. W.; Yeung, Pak-Hei; Rajapakse, Jagath C.
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Entropy-based byte patching transformer for self-supervised pretraining of SMILES data
erriScience
IF4.1
err2025-12-26
err0
errOAAI
errMedard Edmund Mswahili; JunHa Hwang; Kyuri Jo; Jagath C. Rajapakse; Péter Kovács; Young-Seob Jeong
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errSave
An EEG-based Multi-Scale Hybrid Attention and Squeeze Network for objective taste assessment
errFuture Foods
IF8.2
err2025-12-10
err0
errOAAI
errTianyi Yang; Yueyue Xiao; Zhaoyan Li; Chunxiao Chen; Fei Ye; Mian Cao; Rui Liu; Yingli Zhu; Zhiyu Qian; Jagath C. Rajapakse
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Target-aware latent diffusion model for design of apoptosis-inducing anticancer peptides
errComputers in Biology and Medicine
IF6.3
err2025-11-18
err0
errOAAI
errTiara Natasha Binte Sayuti; Kakuly Mittal; Tan Lai Heng; Jagath C. Rajapakse
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errSave
Discovering robust biomarkers of psychiatric disorders from resting-state functional MRI via graph neural networks: A systematic review
errNeuroImage
IF4.5
err2025-08-29
err0
errOAAI
errYi Hao Chan; Deepank Girish; Sukrit Gupta; Jing Xia; Chockalingam Kasi; Yinan He; Conghao Wang; Jagath C. Rajapakse
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Disentangling shared and unique brain functional changes associated with clinical severity and cognitive phenotypes in schizophrenia via deep learning
errCommunications Biology
IF5.1
err2025-08-13
err0
errOAAI
errJing Xia; Yi Hao Chan; Deepank Girish; Qian Hui Chew; Kang Sim; Jagath C. Rajapakse
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errSave
Optical Flow-Enhanced Mamba U-Net for Cardiac Phase Detection in Ultrasound Videos
errIEEE Transactions on Medical Imaging
IF9.8
err2025-07-01
err0
PREAI
errYuhuan Lu; Guanghua Tan; Bin Pu; Pak-Hei Yeung; Hang Wang; Shengli Li; Jagath C. Rajapakse; Kenli Li
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errSave
Positional embeddings and zero-shot learning using BERT for molecular-property prediction
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2025-02-05
err0
errOAAI
errMswahili, Medard Edmund; Hwang, Junha; Rajapakse, Jagath C.; Jo, Kyuri; Jeong, Young-Seob
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errSave
Drug discovery and mechanism prediction with explainable graph neural networks
errSCIENTIFIC REPORTS
IF3.9
err2025-01-02
err0
errOAAI
errWang, Conghao; Kumar, Gaurav Asok; Rajapakse, Jagath C.
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errSave
Comparative Analysis of Vision Transformers and Conventional Convolutional Neural Networks in Detecting Referable Diabetic Retinopathy
errOPHTHALMOLOGY SCIENCE
IF4.6
err2024-11-01
err2
errOAAI
errGoh, Jocelyn Hui Lin; Ang, Elroy; Srinivasan, Sahana; Lei, Xiaofeng; Loh, Johnathan; Quek, Ten Cheer; Xue, Cancan; Xu, Xinxing; Liu, Yong; Cheng, Ching-Yu; Rajapakse, Jagath C.; Tham, Yih-Chung
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SKGC: A General Semantic-Level Knowledge Guided Classification Framework for Fetal Congenital Heart Disease
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-10-01
err0
PREAI
errLu, Yuhuan; Tan, Guanghua; Pu, Bin; Wang, Hang; Liang, Bocheng; Li, Kenli; Rajapakse, Jagath C.
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errSave
GLDM: hit molecule generation with constrained graph latent diffusion model
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2024-04-04
err0
errOAAI
errWang, Conghao; Ong, Hiok Hian; Chiba, Shunsuke; Rajapakse, Jagath C.
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errSave
Self-supervised learning for hotspot detection and isolation from thermal images
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err0
errOAAI
errGoyal, Shreyas; Rajapakse, Jagath C.
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errSave
Sparse Deep Neural Network for Encoding and Decoding the Structural Connectome
errIEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE
IF4.4
err2024-01-01
err0
errOAAI
errSingh, Satya P.; Gupta, Sukrit; Rajapakse, Jagath C.
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errSave
Two-Stage Approach to Intracranial Hemorrhage Segmentation From Head CT Images
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errRajapakse, Jagath C.; Hung How, Chun; Hao Chan, Yi; Chin Peng Hao, Luke; Padhi, Abhinandan; Adrakatti, Vivek; Rais Alam Khan, Iram; Lim, Tchoyoson
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HUT: Hybrid UNet transformer for brain lesion and tumour segmentation
errHELIYON
IF3.6
err2023-12-01
err6
errOAAI
errSoh, Wei Kwek; Yuen, Hing Yee; Rajapakse, Jagath C.
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errSave
Hybrid UNet transformer architecture for ischemic stoke segmentation with MRI and CT datasets
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2023-11-30
err3
errOAAI
errSoh, Wei Kwek; Rajapakse, Jagath C.
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errSave

Research Directions

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