Ngoc Hieu Tran

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