Scholar
Anton Alyakin
Google Scholar ID: 5rDtuRIAAAAJ
medical student at washington univesity
Citations & Impact
Citations
161
H-index
6
i10-index
3
Publications
20
Co-authors
6
list available
Publications
Resume (English only)
Academic Achievements
- Published 'Valid Two-Sample Graph Testing via Optimal Transport Procrustes and Multiscale Graph Correlation with Applications in Connectomics' in Stat (2021).
- Published 'An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces' in Findings of the ACL: EMNLP 2021 (2021).
- Published 'Correcting a Nonparametric Two-sample Graph Hypothesis Test for Graphs with Different Numbers of Vertices with Applications to Connectomics' in Applied Network Science (2024).
- Published 'Using Machine Learning for Early Prediction of Cardiogenic Shock in Patients with Acute Heart Failure' in Journal of the Society for Cardiovascular Angiography & Interventions (2022).
- Published 'Exploration of Residual Confounding in Analyses of Associations of Metformin Use and Outcomes in Adults With Type 2 Diabetes' in JAMA Network Open (2022).
- Published 'Clinical Prediction for Surgical versus Nonsurgical Interventions in Patients with Vertebral Osteomyelitis and Discitis' in Journal of Spine Surgery (2024).
- Published 'CNS-CLIP: Transforming a Neurosurgical Journal into a Multimodal Medical Model' in Neurosurgery (2025).
- Preprint: 'CNS-Obsidian: A Neurosurgical Vision-Language Model Built From Scientific Publications' (2025).
- Published 'MedMobile: A mobile-sized language model with clinical capabilities' in BMJ Digital Health and AI (2025).
- Published 'Medical Large Language Models are Vulnerable to Data-poisoning Attacks' in Nature Medicine (2025).
- Published 'Pitfalls of Multiple-Choice Questions in Generative AI and Medical Education' in Scientific Reports (2025).
- Preprint: 'Medical Large Language Models are Easily Distracted' (2025).
