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Xin Gao
Xin Gao
Professor, Computer Sciences; Director, Computational Bioscience Research Center
Verifisert e-postadresse på kaust.edu.sa - Startside
Tittel
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Sitert av
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Deep learning in bioinformatics: Introduction, application, and perspective in the big data era
Y Li, C Huang, L Ding, Z Li, Y Pan, X Gao
Methods 166, 4-21, 2019
4132019
DEEPre: sequence-based enzyme EC number prediction by deep learning
Y Li, S Wang, R Umarov, B Xie, M Fan, L Li, X Gao
Bioinformatics, btx680, 2017
3112017
Towards artificial general intelligence via a multimodal foundation model
N Fei, Z Lu, Y Gao, G Yang, Y Huo, J Wen, H Lu, R Song, X Gao, T Xiang, ...
Nature Communications 13 (1), 1-13, 2022
2372022
Opportunities and challenges for ChatGPT and large language models in biomedicine and health
S Tian, Q Jin, L Yeganova, PT Lai, Q Zhu, X Chen, Y Yang, Q Chen, ...
Briefings in Bioinformatics 25 (1), bbad493, 2024
2202024
Bioinformatics clouds for big data manipulation
L Dai, X Gao, Y Guo, J Xiao, Z Zhang
Biology direct 7 (1), 43, 2012
2152012
A Rapid, Accurate and Machine-Agnostic Segmentation and Quantification Method for CT-Based COVID-19 Diagnosis
L Zhou, Z Li, J Zhou, H Li, Y Chen, Y Huang, D Xie, L Zhao, M Fan, ...
IEEE Transactions on Medical Imaging 39 (8), 2638-2652, 2020
2112020
Semantic similarity and machine learning with ontologies
M Kulmanov, FZ Smaili, X Gao, R Hoehndorf
Briefings in Bioinformatics, 2020
2042020
Recommended strategies for spectral processing and post-processing of 1D 1H-NMR data of biofluids with a particular focus on urine
AH Emwas, E Saccenti, X Gao, RT McKay, VAPM Dos Santos, R Roy, ...
Metabolomics 14, 1-23, 2018
1772018
Recommendations and standardization of biomarker quantification using NMR-based metabolomics with particular focus on urinary analysis
AH Emwas, R Roy, RT McKay, D Ryan, L Brennan, L Tenori, C Luchinat, ...
Journal of proteome research 15 (2), 360-373, 2016
1762016
Opa2vec: combining formal and informal content of biomedical ontologies to improve similarity-based prediction
FZ Smaili, X Gao, R Hoehndorf
Bioinformatics 35 (12), 2133-2140, 2019
1712019
GCN-MF: Disease-Gene Association Identification By Graph Convolutional Networks and Matrix Factorization
P Han, P Yang, P Zhao, S Shang, Y Liu, J Zhou, X Gao, P Kalnis
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
1662019
Non-negative matrix factorization by maximizing correntropy for cancer clustering
JJY Wang, X Wang, X Gao
BMC bioinformatics 14, 1-11, 2013
1552013
Onto2vec: joint vector-based representation of biological entities and their ontology-based annotations
FZ Smaili, X Gao, R Hoehndorf
Bioinformatics 34 (13), i52-i60, 2018
1492018
Learning from weak and noisy labels for semantic segmentation
Z Lu, Z Fu, T Xiang, P Han, L Wang, X Gao
IEEE transactions on pattern analysis and machine intelligence 39 (3), 486-500, 2017
1432017
A comprehensive benchmarking with practical guidelines for cellular deconvolution of spatial transcriptomics
H Li, J Zhou, Z Li, S Chen, X Liao, B Zhang, R Zhang, Y Wang, S Sun, ...
Nature Communications 14 (1), 1548, 2023
1372023
RNA Secondary Structure Prediction By Learning Unrolled Algorithms
X Chen, Y Li, R Umarov, X Gao, L Song
arXiv preprint arXiv:2002.05810, 2020
1362020
Multiple graph regularized nonnegative matrix factorization
JJY Wang, H Bensmail, X Gao
Pattern Recognition 46 (10), 2840-2847, 2013
1342013
DTiGEMS+: drug–target interaction prediction using graph embedding, graph mining, and similarity-based techniques
MA Thafar, RS Olayan, H Ashoor, S Albaradei, VB Bajic, X Gao, ...
Journal of Cheminformatics 12, 1-17, 2020
1252020
DeepSimulator: a deep simulator for Nanopore sequencing
Y Li, R Han, C Bi, M Li, S Wang, X Gao
Bioinformatics 34 (17), 2899-2908, 2018
1172018
Transfer-medium-free nanofiber-reinforced graphene film and applications in wearable transparent pressure sensors
H Ren, L Zheng, G Wang, X Gao, Z Tan, J Shan, L Cui, K Li, M Jian, L Zhu, ...
Acs Nano 13 (5), 5541-5548, 2019
1162019
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Artikler 1–20