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Guy Shtar
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Detecting drug-drug interactions using artificial neural networks and classic graph similarity measures
G Shtar, L Rokach, B Shapira
PloS one 14 (8), e0219796, 2019
752019
Using machine learning to predict rehabilitation outcomes in postacute hip fracture patients
G Shtar, L Rokach, B Shapira, R Nissan, A Hershkovitz
Archives of physical medicine and rehabilitation 102 (3), 386-394, 2021
252021
Clustering Wi-Fi fingerprints for indoor–outdoor detection
G Shtar, B Shapira, L Rokach
Wireless Networks 25, 1341-1359, 2019
222019
Molecule generation using transformers and policy gradient reinforcement learning
E Mazuz, G Shtar, B Shapira, L Rokach
Scientific Reports 13 (1), 8799, 2023
162023
Explainable multimodal machine learning model for classifying pregnancy drug safety
G Shtar, L Rokach, B Shapira, E Kohn, M Berkovitch, M Berlin
Bioinformatics 38 (4), 1102-1109, 2022
102022
CDCDB: A large and continuously updated drug combination database
G Shtar, L Azulay, O Nizri, L Rokach, B Shapira
Scientific data 9 (1), 263, 2022
82022
Insider threat detection utilizing user group data object access analysis
G Shtar, S Margel
US Patent 10,771,496, 2020
52020
Detecting attacks on databases based on transaction characteristics determined from analyzing database logs
S Margel, I Mantin, G Shtar, Y Geiler
US Patent 10,803,192, 2020
42020
Multimodal machine learning for drug knowledge discovery
G Shtar
Proceedings of the 14th ACM International Conference on Web Search and Data …, 2021
32021
Pretrained transformer models for predicting the withdrawal of drugs from the market
E Mazuz, G Shtar, N Kutsky, L Rokach, B Shapira
Bioinformatics 39 (8), btad519, 2023
22023
Insider threat detection utilizing user group to data object and/or resource group access analysis
G Shtar, S Margel
US Patent 11,146,573, 2021
22021
A simplified similarity-based approach for drug-drug interaction prediction
G Shtar, A Solomon, E Mazuz, L Rokach, B Shapira
Plos one 18 (11), e0293629, 2023
12023
Insider threat detection utilizing user group to data object and/or resource group access analysis
G Shtar, S Margel
US Patent 11,750,627, 2023
12023
Machine-learning model for the prediction of preeclampsia–a step toward personalized risk assessment
G Shtar, L Rokach, V Novack, L Novack, G Than, H Laivouri, A Farina, ...
American Journal of Obstetrics & Gynecology 226 (1), S171, 2022
12022
Artificial Intelligence-Game Changer in the Teratology Information Service
G Shtar, L Rokach, BL Shapira, M Berkovitch, N Dinavitser, R Cohen, ...
Reproductive Toxicology 97, 3-4, 2020
12020
Treating COVID-19 during pregnancy: using artificial intelligence to evaluate medication safety
G Shtar, L Rokach, B Shapira, E Kohn, M Berkovitch, M Berlin
Reproductive Toxicology 97, 3-4, 2020
12020
Artificial intelligence for determination of medication compatible with breastfeeding
G Shtar, M Berlin, T De Haan, NB Kaduri, E Kohn, L Rokach, B Shapira, ...
Neurotoxicology and Teratology 98, 107202, 2023
2023
AMFPMC--An improved method of detecting multiple types of drug-drug interactions using only known drug-drug interactions
B Vered, G Shtar, L Rokach, B Shapira
arXiv preprint arXiv:2302.03355, 2023
2023
Detecting attacks on databases based on transaction characteristics determined from analyzing database logs
S Margel, I Mantin, G Shtar, Y Geiler
US Patent 11,537,734, 2022
2022
Predicting drug characteristics using biomedical text embedding
G Shtar, A Greenstein-Messica, E Mazuz, L Rokach, B Shapira
BMC bioinformatics 23 (1), 526, 2022
2022
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