Ngoc Hieu Tran

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 14

Top Topics

Mass Spectrometry

Decision Support

Top Venues

Nat. Mach. Intell.

IEEE ACM Trans. Comput. Biol. Bioinform.

Future Gener. Comput. Syst.

Publications

Ngoc Hieu Tran, Jinbo Xu, Ming Li
A tale of solving two computational challenges in protein science: neoantigen prediction and protein structure prediction. Briefings Bioinform. 23 (1) (2022)
Rui Qiao, Ngoc Hieu Tran, Lei Xin, Xin Chen, Ming Li, Baozhen Shan, Ali Ghodsi
Computationally instrument-resolution-independent de novo peptide sequencing for high-resolution devices. Nat. Mach. Intell. 3 (5) (2021)
Fatema Tuz Zohora, M. Ziaur Rahman, Ngoc Hieu Tran, Lei Xin, Baozhen Shan, Ming Li
PointIso: Point Cloud Based Deep Learning Model for Detecting Arbitrary-Precision Peptide Features in LC-MS Map through Attention Based Segmentation. CoRR (2020)
Ngoc Hieu Tran, Rui Qiao, Lei Xin, Xin Chen, Baozhen Shan, Ming Li
Personalized deep learning of individual immunopeptidomes to identify neoantigens for cancer vaccines. Nat. Mach. Intell. 2 (12) (2020)
Rui Qiao, Ngoc Hieu Tran, Ming Li, Lei Xin, Baozhen Shan, Ali Ghodsi
DeepNovoV2: Better de novo peptide sequencing with deep learning. CoRR (2019)
Fatema Tuz Zohora, Ngoc Hieu Tran, Xianglilan Zhang, Lei Xin, Baozhen Shan, Ming Li
DeepIso: A Deep Learning Model for Peptide Feature Detection. CoRR (2018)
Ximeng Liu, Robert H. Deng, Yang Yang, Ngoc Hieu Tran, Shangping Zhong
Hybrid privacy-preserving clinical decision support system in fog-cloud computing. Future Gener. Comput. Syst. 78 (2018)
Ngoc Hieu Tran, Zachariah Levine, Lei Xin, Baozhen Shan, Ming Li
Protein identification with deep learning: from abc to xyz. CoRR (2017)
Yujue Wang, HweeHwa Pang, Ngoc Hieu Tran, Robert H. Deng
CCA Secure encryption supporting authorized equality test on ciphertexts in standard model and its applications. Inf. Sci. 414 (2017)
Ngoc Hieu Tran, Xianglilan Zhang, Lei Xin, Baozhen Shan, Ming Li
De novo peptide sequencing by deep learning. Proc. Natl. Acad. Sci. USA 114 (31) (2017)
Ngoc Hieu Tran, Robert H. Deng, HweeHwa Pang
Privacy-Preserving and Verifiable Data Aggregation. SG-CRC (2016)
Ngoc Hieu Tran, Xin Chen
AMAS: Optimizing the Partition and Filtration of Adaptive Seeds to Speed up Read Mapping. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (4) (2016)
Ngoc Hieu Tran, HweeHwa Pang, Robert H. Deng
Efficient Verifiable Computation of Linear and Quadratic Functions over Encrypted Data. AsiaCCS (2016)
Ngoc Hieu Tran, Xin Chen
AMAS: optimizing the partition and filtration of adaptive seeds to speed up read mapping. CoRR (2015)
Ngoc Hieu Tran, Kwok Pui Choi, Louxin Zhang
Counting Motifs in the Entire Biological Network from Noisy and Incomplete Data - (Extended Abstract). RECOMB (2013)