日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Impact of Label Noise from Large Language Model-generated Annotations on Evaluation of Diagnostic Model Performance

大型语言模型生成的标注中的标签噪声对诊断模型性能评估的影响

Chavoshi, Mohammadreza; Trivedi, Hari; Mansuri, Aawez; Newsome, Janice; Sanyika, Chiratidzo Rudado; Isaac, Rohan Satya; Li, Frank; Dapamede, Theo; Gichoya, Judy Wawira

Skin tone and clinical dataset from a prospective trial on acute care patients

来自一项针对急性护理患者的前瞻性试验的肤色和临床数据集

Hao, Sicheng; Matos, Joao; Dempsey, Katelyn; Alwakeel, Mahmoud; Houghtaling, Jared; Hong, Chuan; Gichoya, Judy; Kibbe, Warren; Pencina, Michael; Cox, Christopher E; Wong, An-Kwok Ian

Role of Model Size and Prompting Strategies in Extracting Labels from Free-Text Radiology Reports with Open-Source Large Language Models

模型规模和提示策略在利用开源大型语言模型从自由文本放射学报告中提取标签中的作用

Khosravi, Bardia; Dapamede, Theo; Li, Frank; Chisango, Zvipo; Bikmal, Anirudh; Garg, Sara; Owosela, Babajide; Khosravi, Amirali; Chavoshi, Mohammadreza; Trivedi, Hari M; Wyles, Cody C; Purkayastha, Saptarshi; Erickson, Bradley J; Gichoya, Judy W

Cross-Institutional Evaluation of Large Language Models for Radiology Diagnosis Extraction: A Prompt-Engineering Perspective

跨机构评估用于放射学诊断提取的大型语言模型:一种提示工程视角

Moassefi, Mana; Houshmand, Sina; Faghani, Shahriar; Chang, Peter D; Sun, Shawn H; Khosravi, Bardia; Triphati, Aakash G; Rasool, Ghulam; Bhatia, Neil K; Folio, Les; Andriole, Katherine P; Gichoya, Judy W; Erickson, Bradley J

Protecting Radiology Data and Devices Against Cybersecurity Threats: A Joint White Paper of the American College of Radiology (ACR) and Society for Imaging Informatics in Medicine (SIIM)

保护放射学数据和设备免受网络安全威胁:美国放射学会 (ACR) 和医学影像信息学会 (SIIM) 联合白皮书

Chen, Po-Hao; Desjardins, Benoit; Strassner, Brett; Forghani, Reza; Bodak, Robert; Gichoya, Judy; Whitfill, James; Ehman, Eric C; Wald, Christoph

The Power of Open Health Data: Impact, Representation, and Knowledge Diffusion

开放健康数据的力量:影响、代表性和知识传播

Gorijavolu, Rahul; Armengol de la Hoz, Miguel Ángel; Bielick, Catherine; Cajas, Sebastian; Charpignon, Marie-Laure; El Mir, Aya; Gichoya, Judy W; Kwak, Hyunjung Gloria; Madapati, Kaushik; Mattie, Heather; McCullum, Lucas; Mwavu, Rogers; Nair, Vishnu; Nakayama, Luis Filipe; Nanyonjo, Josephine; Nazer, Lama; Patel, Milit S; Sauer, Christopher M; Celi, Leo A

The TRIPOD-LLM reporting guideline for studies using large language models

TRIPOD-LLM 大型语言模型研究报告指南

Gallifant, Jack; Afshar, Majid; Ameen, Saleem; Aphinyanaphongs, Yindalon; Chen, Shan; Cacciamani, Giovanni; Demner-Fushman, Dina; Dligach, Dmitriy; Daneshjou, Roxana; Fernandes, Chrystinne; Hansen, Lasse Hyldig; Landman, Adam; Lehmann, Lisa; McCoy, Liam G; Miller, Timothy; Moreno, Amy; Munch, Nikolaj; Restrepo, David; Savova, Guergana; Umeton, Renato; Gichoya, Judy Wawira; Collins, Gary S; Moons, Karel G M; Celi, Leo A; Bitterman, Danielle S

Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations

解决算法偏差问题并提高健康数据集的透明度:STANDING Together 共识建议

Alderman, Joseph E; Palmer, Joanne; Laws, Elinor; McCradden, Melissa D; Ordish, Johan; Ghassemi, Marzyeh; Pfohl, Stephen R; Rostamzadeh, Negar; Cole-Lewis, Heather; Glocker, Ben; Calvert, Melanie; Pollard, Tom J; Gill, Jaspret; Gath, Jacqui; Adebajo, Adewale; Beng, Jude; Leung, Cassandra H; Kuku, Stephanie; Farmer, Lesley-Anne; Matin, Rubeta N; Mateen, Bilal A; McKay, Francis; Heller, Katherine; Karthikesalingam, Alan; Treanor, Darren; Mackintosh, Maxine; Oakden-Rayner, Lauren; Pearson, Russell; Manrai, Arjun K; Myles, Puja; Kumuthini, Judit; Kapacee, Zoher; Sebire, Neil J; Nazer, Lama H; Seah, Jarrel; Akbari, Ashley; Berman, Lew; Gichoya, Judy W; Righetto, Lorenzo; Samuel, Diana; Wasswa, William; Charalambides, Maria; Arora, Anmol; Pujari, Sameer; Summers, Charlotte; Sapey, Elizabeth; Wilkinson, Sharon; Thakker, Vishal; Denniston, Alastair; Liu, Xiaoxuan

Differences in Arterial Blood Gas Testing by Race and Sex across 161 U.S. Hospitals in Four Electronic Health Record Databases

美国161家医院在四个电子健康记录数据库中按种族和性别划分的动脉血气检测差异

Matos, João; Alwakeel, Mahmoud; Hao, Sicheng; Naamani, Dana; Struja, Tristan; Gichoya, Judy Wawira; Celi, Leo Anthony; McMahon, Timothy; King, Heather A; Cox, Christopher E; Kibbe, Warren A; Hong, Chuan; Wong, An-Kwok Ian

Real-world performance evaluation of a commercial deep learning model for intracranial hemorrhage detection

对用于颅内出血检测的商业深度学习模型进行实际性能评估

Chavoshi, Mohammadreza; Mansuri, Aawez; Bala, Wasif; Brown-Mulry, Beatrice; Dapamede, Theodorus; Isaac, Rohan; Khosravi, Bardia; Li, Hanzhou; Li, Frank; Moon, John T; Robichaux, Chad; Cohen-Addad, Dan I G; Salastekar, Ninad V; Gichoya, Judy W; Trivedi, Hari