| Quantum graph neural networks G Verdon, T McCourt, E Luzhnica, V Singh, S Leichenauer, J Hidary NeurIPS 2019 Machine Learning and the Physical Sciences Workshop, 2019 | 123 | 2019 |
| Impact of train/test sample regimen on performance estimate stability of machine learning in cardiovascular imaging Vikash Singh, Michael Pencina, Andrew J. Einstein, Joanna X. Liang, Daniel S ... Nature Scientific Reports, 2021 | 70* | 2021 |
| GCExplainer: Human-in-the-Loop Concept-based Explanations for Graph Neural Networks LC Magister, D Kazhdan, V Singh, P Liò ICML 2021 Workshop on Human in the Loop Learning, 2021 | 51 | 2021 |
| Proteomic identification of mitochondrial targets of arginase in human breast cancer R Singh, NK Avliyakulov, M Braga, MJ Haykinson, L Martinez, V Singh, ... PLoS One 8 (11), e79242, 2013 | 34 | 2013 |
| Towards probabilistic generative models harnessing graph neural networks for disease-gene prediction V Singh, P Lio ICML 2019 Workshop on Computational Biology, 2019 | 17 | 2019 |
| Chemotherapeutic vulnerability of triple-negative breast cancer cell-derived tumors to pretreatment with Vernonia amygdalina aqueous extracts CB Howard, R Mcdowell, K Feleke, E Deer, S Stamps, E Thames, V Singh, ... Anticancer research 36 (8), 3933-3943, 2016 | 14 | 2016 |
| GCExplainer: Human-in-the-loop concept-based explanations for graph neural networks. arXiv LC Magister, D Kazhdan, V Singh, P Liò arXiv preprint arXiv:2107.11889 10, 2021 | 5 | 2021 |
| Impact of train/test sample regimen on performance estimate stability of machine learning in cardiovascular imaging. Sci Rep 11: 14490 V Singh, M Pencina, AJ Einstein, JX Liang, DS Berman, P Slomka | 4 | 2021 |
| Machine learning driven gene discovery and gene editing in plants B Zamft, V Singh, M Voges, T Nguyen US Patent US20220301658A1, 2022 | 3 | 2022 |
| Intelligent Surveillance of World Health Organization (WHO) Integrated Disease Surveillance and Response (IDSR) Data in Cameroon Using Multivariate Cross-Correlation J Liu, Z Yang, JE Engelberg, FS Nsai, S Bataliack, V Singh arXiv preprint arXiv:1910.07741, 2019 | 3 | 2019 |
| Graph Representation Learning on Tissue-Specific Multi-Omics A Amor, P Lio, V Singh, RV Torné, HA Terre ICML 2021 Workshop on Computational Biology, 2021 | 2 | 2021 |
| How Clinically Relevant Is C-Reactive Protein for Blacks with Metabolic Syndrome to Predict Microalbuminuria? SK Sinha, M Shaheen, VR Singh, TB Rajavashisth, D Pan, L Sun, ... Metabolic Syndrome and Related Disorders 19 (1), 39-47, 2021 | 2 | 2021 |
| Channel Balance Interpolation in the Lightning Network via Machine Learning Vincent, E Rossi, V Singh arXiv preprint arXiv:2405.12087, 2024 | 1* | 2024 |
| System and Method for Processing Insurance Cards V Singh, SA Vathsa, B Kohler, S Nuziale US Patent US20230196469A1, 2023 | 1 | 2023 |
| Geometric deep learning and optimization of payments on a second-layer payment protocol network V Singh US Patent US20240378573A1, 2024 | | 2024 |
| Bayesian Binary Search V Singh, M Khanzadeh, V Davis, H Rush, E Rossi, J Shrader, P Lio arXiv preprint arXiv:2410.01771, 2024 | | 2024 |
| THE IMPACT OF SEED VARIATION ON THE MEASURED ACCURACY OF MACHINE LEARNING ALGORITHMS (AUC) FOR SEVERAL COMMON MODEL VALIDATION TECHNIQUES IN NUCLEAR MEDICINE VR Singh, P Slomka JOURNAL OF INVESTIGATIVE MEDICINE 64 (1), 236-237, 2016 | | 2016 |