Michał Bryliński - Publications, H-index & Citations

Michał Bryliński

louisiana state university

31H指数

418论文数

3.7K被引数

收录论文 45

发表时间

AUKAT: Conditional VAE-Driven Augmentation and Neural Modeling of Enzyme Turnover Numbers AUKAT：基于条件VAE驱动的酶转化数增强与神经建模

Biomolecules

IF4.8

2026-08-14

OAAI

Mengmeng Liu; Xialong Ni; Michal Brylinski

Harnessing Large-Scale University Registrar Data for Predictive Insights: A Data-Driven Approach to Forecasting Undergraduate Student Success with Convolutional Autoencoders 利用大规模大学注册处数据获取预测性见解：一种基于卷积自编码器的数据驱动方法，用于预测本科生学业成功

machine learning and knowledge extraction

IF0

2025-08-08

OAAI

Mohammad Erfan Shoorangiz; Michal Brylinski

EC2Vec: A Machine Learning Method to Embed Enzyme Commission (EC) Numbers into Vector Representations

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2025-02-21

OAAI

Liu, Mengmeng; Ni, Xialong; Ramanujam, J.; Brylinski, Michal

A Data-Driven Approach to Enhance the Prediction of Bacteria-Metabolite Interactions in the Human Gut Microbiome Using Enzyme Encodings and Metabolite Structural Embeddings 基于酶编码和代谢物结构嵌入的数据驱动方法，用于增强人体肠道微生物组中细菌-代谢物相互作用的预测

NUTRIENTS

IF5

2025-01-28

OAAI

Srivastava, Gopal; Brylinski, Michal

Evaluating the antibacterial activity of engineered phage Ф EcSw endolysin against multidrug-resistant Escherichia coli strain Sw1 评价工程噬菌体Ф EcSw 裂解酶对多重耐药大肠杆菌 Sw1 菌株的抗菌活性

INTERNATIONAL JOURNAL OF ANTIMICROBIAL AGENTS

IF4.6

2025-01-01

PREAI

Easwaran, Maheswaran; Govindaraj, Rajiv Gandhi; Naderi, Misagh; Brylinski, Michal; De Zoysa, Mahanama; Shin, Hyun-Jin

Insights from Augmented Data Integration and Strong Regularization in Drug Synergy Prediction with SynerGNet

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2024-07-29

OAAI

Liu, Mengmeng; Srivastava, Gopal; Ramanujam, J.; Brylinski, Michal

Editorial: Structure and function of trans-membrane proteins

FRONTIERS IN CHEMISTRY

IF4.2

2024-05-08

OAAI

Roterman, Irena; Brylinski, Michal; Polticelli, Fabio; de Brevern, Alexandre G.

Augmented drug combination dataset to improve the performance of machine learning models predicting synergistic anticancer effects

SCIENTIFIC REPORTS

IF3.9

2024-01-18

OAAI

Liu, Mengmeng; Srivastava, Gopal; Ramanujam, J.; Brylinski, Michal

Artificial intelligence to guide precision anticancer therapy with multitargeted kinase inhibitors

BMC CANCER

IF3.4

2022-11-24

OAAI

Singha, Manali; Pu, Limeng; Stanfield, Brent A.; Uche, Ifeanyi K.; Rider, Paul J. F.; Kousoulas, Konstantin G.; Ramanujam, J.; Brylinski, Michal

An integrated network representation of multiple cancer-specific data for graph-based machine learning 用于基于图的机器学习的多个癌症特定数据的集成网络表示

NPJ SYSTEMS BIOLOGY AND APPLICATIONS

IF3.5

2022-04-29

OAAI

Pu, Limeng; Singha, Manali; Wu, Hsiao-Chun; Busch, Costas; Ramanujam, J.; Brylinski, Michal

Artificial intelligence for the discovery of novel antimicrobial agents for emerging infectious diseases 人工智能用于发现针对新发传染病的新型抗菌药物

DRUG DISCOVERY TODAY

IF7.5

2022-04-01

OAAI

Bess, Adam; Berglind, Frej; Mukhopadhyay, Supratik; Brylinski, Michal; Griggs, Nicholas; Cho, Tiffany; Galliano, Chris; Wasan, Kishor M.

GraphDTI: A robust deep learning predictor of drug-target interactions from multiple heterogeneous data

JOURNAL OF CHEMINFORMATICS

IF5.7

2021-08-11

OAAI

Liu, Guannan; Singha, Manali; Pu, Limeng; Neupane, Prasanga; Feinstein, Joseph; Wu, Hsiao-Chun; Ramanujam, J.; Brylinski, Michal

Identification and Visualization of Functionally Important Domains and Residues in Herpes Simplex Virus Glycoprotein K(gK) Using a Combination of Phylogenetics and Protein Modeling

SCIENTIFIC REPORTS

IF3.9

2019-10-10

OAAI

Rider, Paul J. F.; Coghill, Lyndon M.; Naderi, Misagh; Brown, Jeremy M.; Brylinski, Michal; Kousoulas, Konstantin G.

Elucidating the druggability of the human proteome with eFindSite 用eFindSite阐明人类蛋白质组的可药动性

JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN

IF3.1

2019-03-19

OAAI

Kana, Omar; Brylinski, Michal

Binding site matching in rational drug design: algorithms and applications

BRIEFINGS IN BIOINFORMATICS

IF7.7

2018-08-31

OAAI

Naderi, Misagh; Lemoine, Jeffrey Mitchell; Govindaraj, Rajiv Gandhi; Kana, Omar Zade; Feinstein, Wei Pan; Brylinski, Michal

eModel-BDB: a database of comparative structure models of drug-target interactions from the Binding Database

GIGASCIENCE

IF3.9

2018-07-24

OAAI

Naderi, Misagh; Govindaraj, Rajiv Gandhi; Brylinski, Michal

Large-scale computational drug repositioning to find treatments for rare diseases

NPJ SYSTEMS BIOLOGY AND APPLICATIONS

IF3.5

2018-03-13

OAAI

Govindaraj, Rajiv Gandhi; Naderi, Misagh; Singha, Manali; Lemoine, Jeffrey; Brylinski, Michal

Cysteines and N-Glycosylation Sites Conserved among All Alphaherpesviruses Regulate Membrane Fusion in Herpes Simplex Virus 1 Infection

JOURNAL OF VIROLOGY

IF3.8

2017-11-01

OAAI

Rider, Paul J. F.; Naderi, Misagh; Bergeron, Scott; Chouljenko, Vladimir N.; Brylinski, Michal; Kousoulas, Konstantin G.

Aromatic interactions at the ligand-protein interface: Implications for the development of docking scoring functions

CHEMICAL BIOLOGY & DRUG DESIGN

IF3.3

2017-08-31

100

OAAI

Brylinski, Michal

Break Down in Order To Build Up: Decomposing Small Molecules for Fragment-Based Drug Design with eMolFrag

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2017-04-04

OAAI

Liu, Tairan; Naderi, Misagh; Alvin, Chris; Mukhopadhyay, Supratik; Brylinski, Michal

研究方向