Ngoc Hieu Tran

According to our database, Ngoc Hieu Tran authored at least 15 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

A tale of solving two computational challenges in protein science: neoantigen prediction and protein structure prediction.

Ngoc Hieu Tran, Jinbo Xu, Ming Li

Briefings Bioinform., 2022

2021

Computationally instrument-resolution-independent de novo peptide sequencing for high-resolution devices.

Rui Qiao, Ngoc Hieu Tran, Lei Xin, Xin Chen, Ming Li, Baozhen Shan, Ali Ghodsi

Nat. Mach. Intell., 2021

2020

Personalized deep learning of individual immunopeptidomes to identify neoantigens for cancer vaccines.

Ngoc Hieu Tran, Rui Qiao, Lei Xin, Xin Chen, Baozhen Shan, Ming Li

Nat. Mach. Intell., 2020

PointIso: Point Cloud Based Deep Learning Model for Detecting Arbitrary-Precision Peptide Features in LC-MS Map through Attention Based Segmentation.

Fatema Tuz Zohora, M. Ziaur Rahman, Ngoc Hieu Tran, Lei Xin, Baozhen Shan, Ming Li

CoRR, 2020

2019

DeepNovoV2: Better de novo peptide sequencing with deep learning.

Rui Qiao, Ngoc Hieu Tran, Ming Li, Lei Xin, Baozhen Shan, Ali Ghodsi

CoRR, 2019

2018

Hybrid privacy-preserving clinical decision support system in fog-cloud computing.

Ximeng Liu, Robert H. Deng, Yang Yang, Ngoc Hieu Tran, Shangping Zhong

Future Gener. Comput. Syst., 2018

DeepIso: A Deep Learning Model for Peptide Feature Detection.

Fatema Tuz Zohora, Ngoc Hieu Tran, Xianglilan Zhang, Lei Xin, Baozhen Shan, Ming Li

CoRR, 2018

2017

De novo peptide sequencing by deep learning.

Ngoc Hieu Tran, Xianglilan Zhang, Lei Xin, Baozhen Shan, Ming Li

Proc. Natl. Acad. Sci. USA, 2017

CCA Secure encryption supporting authorized equality test on ciphertexts in standard model and its applications.

Yujue Wang, HweeHwa Pang, Ngoc Hieu Tran, Robert H. Deng

Inf. Sci., 2017

Protein identification with deep learning: from abc to xyz.

Ngoc Hieu Tran, Zachariah Levine, Lei Xin, Baozhen Shan, Ming Li

CoRR, 2017

2016

AMAS: Optimizing the Partition and Filtration of Adaptive Seeds to Speed up Read Mapping.

Ngoc Hieu Tran, Xin Chen

IEEE ACM Trans. Comput. Biol. Bioinform., 2016

Privacy-Preserving and Verifiable Data Aggregation.

Ngoc Hieu Tran, Robert H. Deng, HweeHwa Pang

Proceedings of the Singapore Cyber-Security Conference (SG-CRC) 2016, 2016

Efficient Verifiable Computation of Linear and Quadratic Functions over Encrypted Data.

Ngoc Hieu Tran, HweeHwa Pang, Robert H. Deng

Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security, 2016

2015

AMAS: optimizing the partition and filtration of adaptive seeds to speed up read mapping.

Ngoc Hieu Tran, Xin Chen

CoRR, 2015

2013

Counting Motifs in the Entire Biological Network from Noisy and Incomplete Data - (Extended Abstract).

Ngoc Hieu Tran, Kwok Pui Choi, Louxin Zhang

Proceedings of the Research in Computational Molecular Biology, 2013