Zobrazeno 1 - 10
of 5 201
pro vyhledávání: '"A. Uden"'
Autor:
Jabarulla, Mohammed Yaseen, Uden, Theodor, Jack, Thomas, Beerbaum, Philipp, Oeltze-Jafra, Steffen
Pediatric heart diseases present a broad spectrum of congenital and acquired diseases. More complex congenital malformations require a differentiated and multimodal decision-making process, usually including echocardiography as a central imaging meth
Externí odkaz:
http://arxiv.org/abs/2411.10255
This research focuses on evaluating the non-commercial open-source large language models (LLMs) Meditron, MedAlpaca, Mistral, and Llama-2 for their efficacy in interpreting medical guidelines saved in PDF format. As a specific test scenario, we appli
Externí odkaz:
http://arxiv.org/abs/2405.03359
Autor:
Holly K. Nesbitt, Alexander L. Metcalf, Theresa M. Floyd, Daniel R. Uden, Brian C. Chaffin, Sabrina Gulab, Simanti Banerjee, Sechindra Vallury, Samantha L. Hamlin, Elizabeth Covelli Metcalf, Dillon T. Fogarty, Dirac Twidwell, Craig R. Allen
Publikováno v:
People and Nature, Vol 6, Iss 5, Pp 1877-1892 (2024)
Abstract Social connections among individuals are essential components of social‐ecological systems (SESs), enabling people to take actions to more effectively adapt or transform in response to widespread social‐ecological change. Although schola
Externí odkaz:
https://doaj.org/article/90011a3052df440f90f1e9fd81eefe48
Autor:
Van Veen, Dave, Van Uden, Cara, Blankemeier, Louis, Delbrouck, Jean-Benoit, Aali, Asad, Bluethgen, Christian, Pareek, Anuj, Polacin, Malgorzata, Reis, Eduardo Pontes, Seehofnerova, Anna, Rohatgi, Nidhi, Hosamani, Poonam, Collins, William, Ahuja, Neera, Langlotz, Curtis P., Hom, Jason, Gatidis, Sergios, Pauly, John, Chaudhari, Akshay S.
Publikováno v:
Nature Medicine, 2024
Analyzing vast textual data and summarizing key information from electronic health records imposes a substantial burden on how clinicians allocate their time. Although large language models (LLMs) have shown promise in natural language processing (NL
Externí odkaz:
http://arxiv.org/abs/2309.07430
Autor:
Van Uden, Cara, Bluethgen, Christian, Attias, Maayane, Polacin, Malgorzata, Guo, Haiwei Henry, Simha, Neha, Raj, Rishi, Langlotz, Curtis
Interstitial lung diseases (ILD) present diagnostic challenges due to their varied manifestations and overlapping imaging features. To address this, we propose a machine learning approach that utilizes CLIP, a multimodal (image and text) self-supervi
Externí odkaz:
http://arxiv.org/abs/2306.01111
Autor:
Van Uden, Cara, Irvin, Jeremy, Huang, Mars, Dean, Nathan, Carr, Jason, Ng, Andrew, Langlotz, Curtis
Self-supervised learning (SSL) enables label efficient training for machine learning models. This is essential for domains such as medical imaging, where labels are costly and time-consuming to curate. However, the most effective supervised or SSL st
Externí odkaz:
http://arxiv.org/abs/2305.08017
Autor:
Van Veen, Dave, Van Uden, Cara, Attias, Maayane, Pareek, Anuj, Bluethgen, Christian, Polacin, Malgorzata, Chiu, Wah, Delbrouck, Jean-Benoit, Chaves, Juan Manuel Zambrano, Langlotz, Curtis P., Chaudhari, Akshay S., Pauly, John
We systematically investigate lightweight strategies to adapt large language models (LLMs) for the task of radiology report summarization (RRS). Specifically, we focus on domain adaptation via pretraining (on natural language, biomedical text, or cli
Externí odkaz:
http://arxiv.org/abs/2305.01146
Autor:
Sam Uden, Chris Greig
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-5 (2024)
Compressing global energy and industrial system decarbonization into less than three decades creates unique social, technical, financial and political risks. Here we introduce ‘off-ramps’ as one potential approach to manage these whilst still dri
Externí odkaz:
https://doaj.org/article/847ebc948fa6406da764cb22264178f7
Publikováno v:
Je-LKS: Journal of E-Learning and Knowledge Society, Vol 20, Iss 3 (2024)
The expectations of educators’ roles and professional practices have changed considerably due to emerging societal trends and external factors. This paper proposes a structured way to capture and present these changes. We have conducted a literatur
Externí odkaz:
https://doaj.org/article/b2846733c47b4aa9b07e8cb64387dd50
Publikováno v:
Frontiers in Water, Vol 6 (2024)
The Conservation Reserve Program (CRP) is a voluntary land conservation initiative implemented by the U.S. Department of Agriculture (USDA). The program aims to improve the natural environment and enhance wildlife by incentivizing landowners to conve
Externí odkaz:
https://doaj.org/article/58c225deff7e40d68a44c58900e301c3