Anton Alyakin

14 papers Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Large Language Models Predict Functional Outcomes after Acute Ischemic Stroke.
CoRR
Anjali K. Kapoor, Anton Alyakin, Jin Vivian Lee, Eunice Yang, Annelene M. Schulze, Krithik Vishwanath, Jinseok Lee, Yindalon Aphinyanaphongs, Howard Riina, Jennifer A. Frontera, Eric Karl Oermann
2025 J jnl
"All You Need" is Not All You Need for a Paper Title: On the Origins of a Scientific Meme.
CoRR
Anton Alyakin
2025 J jnl
BPQA Dataset: Evaluating How Well Language Models Leverage Blood Pressures to Answer Biomedical Questions.
CoRR
Chi Hang, Ruiqi Deng, Lavender Yao Jiang, Zihao Yang, Anton Alyakin, Daniel Alexander Alber, Eric Karl Oermann
2025 J jnl
Evaluating the performance and fragility of large language models on the self-assessment for neurological surgeons.
CoRR
Krithik Vishwanath, Anton Alyakin, Mrigayu Ghosh, Jin Vivian Lee, Daniel Alexander Alber, Karl L. Sangwon, Douglas Kondziolka, Eric Karl Oermann
2025 J jnl
Generalist Foundation Models Are Not Clinical Enough for Hospital Operations.
CoRR
Lavender Y. Jiang, Angelica Chen, Xu Han, Xujin Chris Liu, Radhika Dua, Kevin Eaton, Frederick Wolff, Robert Steele, Jeff Zhang, Anton Alyakin, Qingkai Pan, Yanbing Chen, Karl L. Sangwon, Daniel Alexander Alber, Jaden Stryker, Jin Vivian Lee, Yindalon Aphinyanaphongs, Kyunghyun Cho, Eric Karl Oermann
2025 J jnl
Generalist Large Language Models Outperform Clinical Tools on Medical Benchmarks.
CoRR
Krithik Vishwanath, Mrigayu Ghosh, Anton Alyakin, Daniel Alexander Alber, Yindalon Aphinyanaphongs, Eric Karl Oermann
2025 J jnl
It is Too Many Options: Pitfalls of Multiple-Choice Questions in Generative AI and Medical Education.
CoRR
Shrutika Singh, Anton Alyakin, Daniel Alexander Alber, Jaden Stryker, Ai Phuong S. Tong, Karl L. Sangwon, Nicolas K. Goff, Mathew de la Paz, Miguel Hernandez-Rovira, Ki Yun Park, Eric Claude Leuthardt, Eric Karl Oermann
2025 J jnl
Medical large language models are easily distracted.
CoRR
Krithik Vishwanath, Anton Alyakin, Daniel Alexander Alber, Jin Vivian Lee, Douglas Kondziolka, Eric Karl Oermann
2025 J jnl
Repurposing the scientific literature with vision-language models.
CoRR
Anton Alyakin, Jaden Stryker, Daniel Alexander Alber, Karl L. Sangwon, Brandon Duderstadt, Akshay Save, David Kurland, Spencer Frome, Shrutika Singh, Jeff Zhang, Eunice Yang, Ki Yun Park, Cordelia Orillac, Aly A. Valliani, Sean Neifert, Albert Liu, Aneek Patel, Christopher Livia, Darryl Lau, Ilya Laufer, Peter A. Rozman, Eveline Teresa Hidalgo, Howard Riina, Rui Feng, Todd C. Hollon, Yindalon Aphinyanaphongs, John G. Golfinos, Laura Snyder, Eric Leuthardt, Douglas Kondziolka, Eric Karl Oermann
2024 J jnl
Correcting a nonparametric two-sample graph hypothesis test for graphs with different numbers of vertices with applications to connectomics.
Appl. Netw. Sci.
Anton Alyakin, Joshua Agterberg, Hayden S. Helm, Carey E. Priebe
2024 J jnl
MedG-KRP: Medical Graph Knowledge Representation Probing.
CoRR
Gabriel R. Rosenbaum, Lavender Yao Jiang, Ivaxi Sheth, Jaden Stryker, Anton Alyakin, Daniel Alexander Alber, Nicolas K. Goff, Young Joon Fred Kwon, John Markert, Mustafa Nasir-Moin, Jan Moritz Niehues, Karl L. Sangwon, Eunice Yang, Eric Karl Oermann
2024 J jnl
MedMobile: A mobile-sized language model with expert-level clinical capabilities.
CoRR
Krithik Vishwanath, Jaden Stryker, Anton Alyakin, Daniel Alexander Alber, Eric Karl Oermann
2021 — conf
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces.
EMNLP (Findings)
Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey E. Priebe, Philipp Koehn
2021 J jnl
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces.
CoRR
Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey E. Priebe, Philipp Koehn