Using Machine Learning for Early Prediction of Cardiogenic Shock in Patients with Acute Heart Failure F Rahman, N Finkelstein, A Alyakin, NA Gilotra, J Trost, SP Schulman, ... Journal of the Society for Cardiovascular Angiography & Interventions, 100308, 2022 | 10 | 2022 |
Valid Two‐Sample Graph Testing via Optimal Transport Procrustes and Multiscale Graph Correlation with Applications in Connectomics J Chung, B Varjavand, J Arroyo, A Alyakin, J Agterberg, M Tang, ... Stat, e429, 2021 | 7* | 2021 |
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces K Marchisio, Y Park, A Saad-Eldin, A Alyakin, K Duh, C Priebe, P Koehn Findings of the Association for Computational Linguistics: EMNLP 2021, 738--749, 2021 | 5 | 2021 |
Exploration of Residual Confounding in Analyses of Associations of Metformin Use and Outcomes in Adults With Type 2 Diabetes M Powell, C Clark, A Alyakin, JT Vogelstein, B Hart JAMA Network Open 5 (11), e2241505-e2241505, 2022 | 4 | 2022 |
LqRT: Robust hypothesis testing of location parameters using Lq-Likelihood-Ratio-Type test in Python A Alyakin, Y Qin, CE Priebe arXiv preprint arXiv:1911.11922, 2019 | 4 | 2019 |
Correcting a Nonparametric Two-sample Graph Hypothesis Test for Graphs with Different Numbers of Vertices with Applications to Connectomics AA Alyakin, J Agterberg, HS Helm, CE Priebe Applied Network Science 9 (1), 1, 2024 | 3 | 2024 |
Motif Discovery in the Irregulary Sampled Time Series Data A Alyakin Johns Hopkins University, 2019 | | 2019 |