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of 139
pro vyhledávání: '"Oermann, Eric Karl"'
Autor:
Vishwanath, Krithik, Stryker, Jaden, Alyakin, Anton, Alber, Daniel Alexander, Oermann, Eric Karl
Language models (LMs) have demonstrated expert-level reasoning and recall abilities in medicine. However, computational costs and privacy concerns are mounting barriers to wide-scale implementation. We introduce a parsimonious adaptation of phi-3-min
Externí odkaz:
http://arxiv.org/abs/2410.09019
Packing and shuffling tokens is a common practice in training auto-regressive language models (LMs) to prevent overfitting and improve efficiency. Typically documents are concatenated to chunks of maximum sequence length (MSL) and then shuffled. Howe
Externí odkaz:
http://arxiv.org/abs/2408.09621
Autor:
Rahman, Salman, Jiang, Lavender Yao, Gabriel, Saadia, Aphinyanaphongs, Yindalon, Oermann, Eric Karl, Chunara, Rumi
Advances in large language models (LLMs) provide new opportunities in healthcare for improved patient care, clinical decision-making, and enhancement of physician and administrator workflows. However, the potential of these models importantly depends
Externí odkaz:
http://arxiv.org/abs/2402.10965
Publikováno v:
Association for Computational Linguistics - Student Research Workshop, 2023, pages 104-108
Recent advances in large language models have led to renewed interest in natural language processing in healthcare using the free text of clinical notes. One distinguishing characteristic of clinical notes is their long time span over multiple long d
Externí odkaz:
http://arxiv.org/abs/2307.07051
Autor:
Li, Yifan, Yoon, Garrett, Nasir-Moin, Mustafa, Rosenberg, David, Neifert, Sean, Kondziolka, Douglas, Oermann, Eric Karl
Numerous COVID-19 clinical decision support systems have been developed. However many of these systems do not have the merit for validity due to methodological shortcomings including algorithmic bias. Methods Logistic regression models were created t
Externí odkaz:
http://arxiv.org/abs/2111.00340
Akademický článek
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Autor:
Link, Katherine E., Schnurman, Zane, Liu, Chris, Kwon, Young Joon, Jiang, Lavender Yao, Nasir-Moin, Mustafa, Neifert, Sean, Alzate, Juan Diego, Bernstein, Kenneth, Qu, Tanxia, Chen, Viola, Yang, Eunice, Golfinos, John G., Orringer, Daniel, Kondziolka, Douglas, Oermann, Eric Karl
Publikováno v:
Nature Communications; 9/20/2024, Vol. 15 Issue 1, p1-10, 10p
Autor:
Neifert, Sean N., Martini, Michael L., Hanss, Katie, Rothrock, Robert J., Gilligan, Jeffrey, Zimering, Jeffrey, Caridi, John M., Oermann, Eric Karl
Publikováno v:
In World Neurosurgery December 2020 144:e25-e33
Autor:
Neifert, Sean N., Martini, Michael L., Hardigan, Trevor, Ladner, Travis R., MacDonald, R. Loch, Oermann, Eric Karl
Publikováno v:
In World Neurosurgery October 2020 142:e253-e259
Autor:
Neifert, Sean N., Chaman, Emily K., Hardigan, Trevor, Ladner, Travis R., Feng, Rui, Caridi, John M., Kellner, Christopher P., Oermann, Eric Karl
Publikováno v:
In World Neurosurgery September 2020 141:e166-e174