Takip et
Mohit Pandey
Mohit Pandey
The University of British Columbia, Vancouver Prostate Centre
student.ubc.ca üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging
SJ Al’Aref, K Anchouche, G Singh, PJ Slomka, KK Kolli, A Kumar, ...
European heart journal 40 (24), 1975-1986, 2019
4982019
The transformational role of GPU computing and deep learning in drug discovery
M Pandey, M Fernandez, F Gentile, O Isayev, A Tropsha, AC Stern, ...
Nature Machine Intelligence 4 (3), 211-221, 2022
2092022
Machine learning of clinical variables and coronary artery calcium scoring for the prediction of obstructive coronary artery disease on coronary computed tomography angiography …
SJ Al’Aref, G Maliakal, G Singh, AR van Rosendael, X Ma, Z Xu, ...
European heart journal 41 (3), 359-367, 2020
2042020
Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry
AR van Rosendael, G Maliakal, KK Kolli, A Beecy, SJ Al’Aref, A Dwivedi, ...
Journal of cardiovascular computed tomography 12 (3), 204-209, 2018
1842018
Machine learning in cardiac CT: basic concepts and contemporary data
G Singh, SJ Al’Aref, M Van Assen, TS Kim, A van Rosendael, KK Kolli, ...
Journal of Cardiovascular Computed Tomography 12 (3), 192-201, 2018
1232018
Determinants of in‐hospital mortality after percutaneous coronary intervention: a machine learning approach
SJ Al'Aref, G Singh, AR van Rosendael, KK Kolli, X Ma, G Maliakal, ...
Journal of the American Heart Association 8 (5), e011160, 2019
922019
Identification and quantification of cardiovascular structures from CCTA: an end-to-end, rapid, pixel-wise, deep-learning method
L Baskaran, G Maliakal, SJ Al’Aref, G Singh, Z Xu, K Michalak, K Dolan, ...
Cardiovascular Imaging 13 (5), 1163-1171, 2020
722020
Targeting SARS-CoV-2 papain-like protease in the postvaccine era
AT Ton, M Pandey, JR Smith, F Ban, M Fernandez, A Cherkasov
Trends in pharmacological sciences 43 (11), 906-919, 2022
412022
Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing
M Pandey, Z Xu, E Sholle, G Maliakal, G Singh, Z Fatima, D Larine, ...
PLoS One 15 (7), e0236827, 2020
242020
Ligand binding prediction using protein structure graphs and residual graph attention networks
M Pandey, M Radaeva, H Mslati, O Garland, M Fernandez, M Ester, ...
Molecules 27 (16), 5114, 2022
212022
Differential progression of coronary atherosclerosis according to plaque composition: a cluster analysis of PARADIGM registry data
YE Yoon, L Baskaran, BC Lee, MK Pandey, B Goebel, SE Lee, JM Sung, ...
Scientific reports 11 (1), 17121, 2021
172021
Large-scale virtual screening for the discovery of SARS-CoV-2 papain-like protease (PLpro) non-covalent inhibitors
O Garland, AT Ton, S Moradi, JR Smith, S Kovacic, K Ng, M Pandey, ...
Journal of Chemical Information and Modeling 63 (7), 2158-2169, 2023
122023
TacoGFN: Target Conditioned GFlowNet for Structure-Based Drug Design
T Shen, M Pandey, M Ester
arXiv preprint arXiv:2310.03223, 2023
62023
PROTACable is an Integrative Computational Pipeline of 3-D Modeling and Deep Learning to Automate the De Novo Design of PROTACs
H Mslati, F Gentile, M Pandey, F Ban, A Cherkasov
Journal of Chemical Information and Modeling 64 (8), 3034-3046, 2024
52024
Deep learning based automatic segmentation of cardiac computed tomography
G Singh, S Alaref, G Maliakal, M Pandey, A van Rosendael, B Lee, ...
Journal of the American College of Cardiology 73 (9S1), 1643-1643, 2019
52019
Novel Inhibitors of androgen receptor's DNA binding domain identified using an ultra‐large virtual screening
M Radaeva, H Morin, M Pandey, F Ban, M Guo, E LeBlanc, N Lallous, ...
Molecular Informatics 42 (8-9), 2300026, 2023
22023
TacoGFN: Target Conditioned GFlowNet for Drug Design
T Shen, M Pandey, M Ester
NeurIPS 2023 Generative AI and Biology (GenBio) Workshop, 0
2
Gflownet pretraining with inexpensive rewards
M Pandey, G Subbaraj, E Bengio
arXiv preprint arXiv:2409.09702, 2024
12024
Graph machine learning in drug discovery
M Pandey, A Hamidizadeh, M Radaeva, M Fernandez, M Ester, ...
Cheminformatics, QSAR and Machine Learning Applications for Novel Drug …, 2023
12023
PurificationDB: database of purification conditions for proteins
O Garland, M Radaeva, M Pandey, A Cherkasov, N Lallous
Database 2023, baad016, 2023
12023
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–20