Deep learning and multi-omics approach to predict drug responses in cancer
Wang, Conghao, Lye, Xintong, Kaalia, Rama, Kumar, Parvin, Rajapakse, Jagath C
Published in BMC bioinformatics (28.11.2022)
Published in BMC bioinformatics (28.11.2022)
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Journal Article
Segmentation of Clustered Nuclei With Shape Markers and Marking Function
Cheng, Jierong, Rajapakse $^{\ast}$, Jagath C.
Published in IEEE transactions on biomedical engineering (01.03.2009)
Published in IEEE transactions on biomedical engineering (01.03.2009)
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Journal Article
Network-based integration of multi-omics data for clinical outcome prediction in neuroblastoma
Wang, Conghao, Lue, Wu, Kaalia, Rama, Kumar, Parvin, Rajapakse, Jagath C
Published in Scientific reports (14.09.2022)
Published in Scientific reports (14.09.2022)
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Journal Article
GLDM: hit molecule generation with constrained graph latent diffusion model
Wang, Conghao, Ong, Hiok Hian, Chiba, Shunsuke, Rajapakse, Jagath C
Published in Briefings in bioinformatics (27.03.2024)
Published in Briefings in bioinformatics (27.03.2024)
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Journal Article
SKGC: A General Semantic-level Knowledge Guided Classification Framework for Fetal Congenital Heart Disease
Lu, Yuhuan, Tan, Guanghua, Pu, Bin, Wang, Hang, Liang, Bocheng, Li, Kenli, Rajapakse, Jagath C.
Published in IEEE journal of biomedical and health informatics (10.07.2024)
Published in IEEE journal of biomedical and health informatics (10.07.2024)
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Journal Article
Combining Neuroimaging and Omics Datasets for Disease Classification Using Graph Neural Networks
Chan, Yi Hao, Wang, Conghao, Soh, Wei Kwek, Rajapakse, Jagath C
Published in Frontiers in neuroscience (23.05.2022)
Published in Frontiers in neuroscience (23.05.2022)
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Journal Article
qFibrosis: A fully-quantitative innovative method incorporating histological features to facilitate accurate fibrosis scoring in animal model and chronic hepatitis B patients
Xu, Shuoyu, Wang, Yan, Tai, Dean C.S., Wang, Shi, Cheng, Chee Leong, Peng, Qiwen, Yan, Jie, Chen, Yongpeng, Sun, Jian, Liang, Xieer, Zhu, Youfu, Rajapakse, Jagath C., Welsch, Roy E., So, Peter T.C., Wee, Aileen, Hou, Jinlin, Yu, Hanry
Published in Journal of hepatology (01.08.2014)
Published in Journal of hepatology (01.08.2014)
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Journal Article
Serum proteome and cytokine analysis in a longitudinal cohort of adults with primary dengue infection reveals predictive markers of DHF
Kumar, Yadunanda, Liang, Cui, Bo, Zheng, Rajapakse, Jagath C, Ooi, Eng Eong, Tannenbaum, Steven R
Published in PLoS neglected tropical diseases (01.11.2012)
Published in PLoS neglected tropical diseases (01.11.2012)
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