Hongbin Yang - Department of Chemistry, University of Cambridge

基本信息

Career Trajectory

Bio

my work included implementation of machine learning/deep learning methods for prediction of ADMET properties and QSAR studies, identification of structural alerts, and lead optimization. Skilled in programming, web development, data science techniques.

Research Interests

Papers共 55 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

Computational Approaches Identify a Transcriptomic Fingerprint of Drug-Induced Structural Cardiotoxicity

Victoria P.W. Au Yeung,Olga Obrezanova,Jiarui Zhou,Hongbin Yang,Tara J. Bowen,Delyan Ivanov, Izzy Saffadi, Alfie S. Carter,Vigneshwari Subramanian, Inken Dillmann, Andrew Hall, Adam Corrigan,Mark R. Viant,Amy Pointon

Cell biology and toxicology（2024）

Cited0Views0WOSBibtex

Chemical Rules for Optimization of Chemical Mutagenicity Via Matched Molecular Pairs Analysis and Machine Learning Methods

Chaofeng Lou,Hongbin Yang,Hua Deng,Mengting Huang,Weihua Li,Guixia Liu,Philip W. Lee,Yun Tang

JOURNAL OF CHEMINFORMATICS（2023）

Cited2Views0EIWOSBibtex

In Silico Prediction and Biological Assessment of Novel Angiogenesis Modulators from Traditional Chinese Medicine

Yingli Zhu,Hongbin Yang,Liwen Han,Lewis H. Mervin,Layla Hosseini-Gerami,Peihai Li,Peter Wright,Maria-Anna Trapotsi,Kechun Liu,Tai-Ping Fan,Andreas Bender

Frontiers in Pharmacology（2023）

Cited1Views0WOSBibtex

Merging Bioactivity Predictions from Cell Morphology and Chemical Fingerprint Models Using Similarity to Training Data

Srijit Seal,Hongbin Yang,Maria-Anna Trapotsi,Satvik Singh,Jordi Carreras-Puigvert,Ola Spjuth,Andreas Bender

JOURNAL OF CHEMINFORMATICS（2023）

Cited16Views0EIWOSBibtex

[Construction of a High-Throughput Screening Model for Mitochondrial Function of Aconiti Lateralis Radix Praeparata by Machine Learning Algorithm and Mechanism Analysis]

Ying-Li Zhu,Hong-Bin Yang,Jia-Rui Wu,Xin Sun,Bing Zhang

Zhongguo Zhong yao za zhi = Zhongguo zhongyao zazhi = China journal of Chinese materia medica（2022）

Cited2Views0WOSBibtex

DrugRepo: a Novel Approach to Repurposing Drugs Based on Chemical and Genomic Features

Yinyin Wang,Jehad Aldahdooh,Yingying Hu,Hongbin Yang,Markus Vähä-Koskela,Jing Tang,Ziaurrehman Tanoli

Scientific Reports（2022）

Cited11Views0WOSNATUREBibtex

IDL-PPBopt: A Strategy for Prediction and Optimization of Human Plasma Protein Binding of Compounds Via an Interpretable Deep Learning Method

Chaofeng Lou,Hongbin Yang,Jiye Wang,Mengting Huang,Weihua Li,Guixia Liu,Philip W. Lee,Yun Tang

Journal of Chemical Information and Modeling（2022）

Cited11Views0EIWOSBibtex

Deriving Waveform Parameters from Calcium Transients in Human Ipsc-Derived Cardiomyocytes to Predict Cardiac Activity with Machine Learning

Hongbin Yang,Will Stebbeds,Jo Francis,Amy Pointon,Olga Obrezanova,Kylie A. Beattie,Peter Clements,James S. Harvey,Graham F. Smith,Andreas Bender

Stem Cell Reports（2022）

Cited9Views0WOSBibtex

Prediction of Inotropic Effect Based on Calcium Transients in Human Ipsc-Derived Cardiomyocytes and Machine Learning

Hongbin Yang,Olga Obrezanova,Amy Pointon,Will Stebbeds,Jo Francis,Kylie A. Beattie,Peter Clements,James S. Harvey,Graham F. Smith,Andreas Bender

Toxicology and Applied Pharmacology（2022）

Cited4Views0WOSBibtex

Integrating Cell Morphology with Gene Expression and Chemical Structure to Aid Mitochondrial Toxicity Detection

Srijit Seal,Jordi Carreras-Puigvert,Maria-Anna Trapotsi,Hongbin Yang,Ola Spjuth,Andreas Bender

Communications Biologyno. 1 (2022)

Cited36Views0WOSNATUREBibtex

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