Zobrazeno 1 - 10
of 463
pro vyhledávání: '"Young, Geoffrey"'
Autor:
McInerney, Denis Jered, Dickinson, William, Flynn, Lucy C., Young, Andrea C., Young, Geoffrey S., van de Meent, Jan-Willem, Wallace, Byron C.
Many diagnostic errors occur because clinicians cannot easily access relevant information in patient Electronic Health Records (EHRs). In this work we propose a method to use LLMs to identify pieces of evidence in patient EHR data that indicate incre
Externí odkaz:
http://arxiv.org/abs/2402.10109
Autor:
Ahsan, Hiba, McInerney, Denis Jered, Kim, Jisoo, Potter, Christopher, Young, Geoffrey, Amir, Silvio, Wallace, Byron C.
Unstructured data in Electronic Health Records (EHRs) often contains critical information -- complementary to imaging -- that could inform radiologists' diagnoses. But the large volume of notes often associated with patients together with time constr
Externí odkaz:
http://arxiv.org/abs/2309.04550
We propose CHiLL (Crafting High-Level Latents), an approach for natural-language specification of features for linear models. CHiLL prompts LLMs with expert-crafted queries to generate interpretable features from health records. The resulting noisy l
Externí odkaz:
http://arxiv.org/abs/2302.12343
Publikováno v:
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
Pretraining multimodal models on Electronic Health Records (EHRs) provides a means of learning representations that can transfer to downstream tasks with minimal supervision. Recent multimodal models induce soft local alignments between image regions
Externí odkaz:
http://arxiv.org/abs/2210.06565
Autor:
Hanuschak, Danielle, DePiero, Mallori, DeMoraes, Melissa, Bailly, Shamoore, Rubens, Muni, Lindeman, Paul, Zinner, Michael, Young, Geoffrey
Publikováno v:
In The American Journal of Surgery March 2024 229:36-41
Autor:
McInerney, Denis Jered, Dabiri, Borna, Touret, Anne-Sophie, Young, Geoffrey, van de Meent, Jan-Willem, Wallace, Byron C.
Publikováno v:
Proceedings of Machine Learning Research 126 (2020) 632-659
Electronic Health Records (EHRs) provide vital contextual information to radiologists and other physicians when making a diagnosis. Unfortunately, because a given patient's record may contain hundreds of notes and reports, identifying relevant inform
Externí odkaz:
http://arxiv.org/abs/2004.04645
Autor:
Pandey, Aditeya, Shukla, Harsh, Young, Geoffrey S., Qin, Lei, Zamani, Amir A., Hsu, Liangge, Huang, Raymond, Dunne, Cody, Borkin, Michelle A.
Blood circulation in the human brain is supplied through a network of cerebral arteries. If a clinician suspects a patient has a stroke or other cerebrovascular condition they order imaging tests. Neuroradiologists visually search the resulting scans
Externí odkaz:
http://arxiv.org/abs/1907.12663
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Akademický článek
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