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Anton Alyakin

Medical large language models are vulnerable to data-poisoning attacks
2025 · Daniel Alexander Alber, Zihao Yang, et al. · Nature Medicine · 242
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LLM-assisted systematic review of large language models in clinical medicine
2026 · Sully F. Chen, Anton Alyakin, et al. · Nature Medicine · 99
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General-purpose large language models outperform specialized clinical AI tools on medical benchmarks
2026 · Krithik Vishwanath, Anton Alyakin, et al. · Nature Medicine · 81
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The pitfalls of multiple-choice questions in generative AI and medical education
2025 · Shrutika Singh, Anton Alyakin, et al. · Scientific Reports · 31
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Using Machine Learning for Early Prediction of Cardiogenic Shock in Patients With Acute Heart Failure
2022 · Faisal Rahman, Noam Finkelstein, et al. · Journal of the Society for Cardiovascular Angiography & Interventions · 28
Exploration of Residual Confounding in Analyses of Associations of Metformin Use and Outcomes in Adults With Type 2 Diabetes
2022 · Mike Powell, Callahan Clark, et al. · JAMA Network Open · 12
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MedMobile: a mobile-sized language model with clinical capabilities
2025 · Krithik Vishwanath, Jaden Stryker, et al. · BMJ Digital Health & AI · 10
CNS-CLIP: Transforming a Neurosurgical Journal Into a Multimodal Medical Model
2024 · Anton Alyakin, David Kurland, et al. · Neurosurgery · 9
Valid two‐sample graph testing via optimal transport Procrustes and multiscale graph correlation with applications in connectomics
2021 · Jaewon Chung, Bijan Varjavand, et al. · Stat · 9
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Correcting a nonparametric two-sample graph hypothesis test for graphs with different numbers of vertices with applications to connectomics
2024 · Anton A. Alyakin, Joshua Agterberg, et al. · Applied Network Science · 7
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CNS-Obsidian: A Neurosurgical Vision-Language Model Built From Scientific Publications
2026 · Anton Alyakin, Jaden Stryker, et al. · Neurosurgery · 6
Generalist Large Language Models Outperform Clinical Tools on Medical Benchmarks
2025 · Vishwanath, Krithik, Ghosh, Mrigayu, et al. · arXiv (Cornell University) · 6
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Commensal HPVs Have Evolved to Be More Immunogenic Compared with High-Risk α-HPVs
2024 · Ranya Guennoun, Anton Alyakin, et al. · Vaccines · 5
Generalist Foundation Models Are Not Clinical Enough for Hospital Operations
2026 · Eric Oermann, Lavender Jiang, et al. · Research Square · 4
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Evaluating the Performance and Fragility of Large Language Models on the Self-Assessment for Neurological Surgeons
2025 · Krithik Vishwanath, Anton Alyakin, et al. · Neurosurgery · 4
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Automating the Referral of Bone Metastases Patients With and Without the Use of Large Language Models
2025 · Karl L. Sangwon, Xu Han, et al. · Neurosurgery · 4
RETRACTED: Repurposing the Scientific Literature with Vision-Language Models
2025 · Anton Alyakin, Jaden Stryker, et al. · Research Square · 4
Clinical prediction for surgical versus nonsurgical interventions in patients with vertebral osteomyelitis and discitis
2024 · Jennifer Lee, Miguel A. Ruiz-Cardozo, et al. · Journal of Spine Surgery · 4
LqRT: Robust Hypothesis Testing of Location Parameters using Lq-Likelihood-Ratio-Type Test in Python
2019 · Alyakin, Anton, Qin, Yichen, et al. · arXiv (Cornell University) · 4
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189 A Generalizable Pipeline for Building an Extensive Domain-Specific Dataset From a Medical Journal - Neurosurgery Edition
2025 · Karl L. Sangwon, Anton Alyakin, et al. · Neurosurgery · 3
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces
2021 · Kelly Marchisio, Youngser Park, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 3
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Natural Language Processing Methods Automate Molecular Marker Extraction From Glioma Pathology Reports
2026 · Nader I. Maarouf, David Reinecke, et al. · Neurosurgery · 1
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Large Language Models Predict Functional Outcomes after Acute Ischemic Stroke
2026 · Kapoor, Anjali K., Alyakin, Anton, et al. · arXiv (Cornell University) · 1
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"All You Need" is Not All You Need for a Paper Title: On the Origins of a Scientific Meme
2025 · Anton Alyakin · Research Square · 1
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Neuro Data Hub: A New Approach for Streamlining Medical Clinical Research
2025 · Xu Han, Anton Alyakin, et al. · Neurosurgery Open · 1
Works count: 46
Citation count: 603
H-index: 9
I10-index: 8
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