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

Merlin: a computed tomography vision-language foundation model and dataset

Merlin:计算机断层扫描视觉语言基础模型和数据集

Blankemeier, Louis; Kumar, Ashwin; Cohen, Joseph Paul; Liu, Jiaming; Liu, Longchao; Van Veen, Dave; Gardezi, Syed Jamal Safdar; Yu, Hongkun; Paschali, Magdalini; Chen, Zhihong; Delbrouck, Jean-Benoit; Reis, Eduardo; Holland, Robbie; Truyts, Cesar; Bluethgen, Christian; Wu, Yufu; Lian, Long; Jensen, Malte Engmann Kjeldskov; Ostmeier, Sophie; Varma, Maya; Valanarasu, Jeya Maria Jose; Fang, Zhongnan; Huo, Zepeng; Nabulsi, Zaid; Ardila, Diego; Weng, Wei-Hung; Junior, Edson Amaro; Ahuja, Neera; Fries, Jason; Shah, Nigam H; Zaharchuk, Greg; Willis, Marc; Yala, Adam; Johnston, Andrew; Boutin, Robert D; Wentland, Andrew; Langlotz, Curtis P; Hom, Jason; Gatidis, Sergios; Chaudhari, Akshay S

A vision-language foundation model for the generation of realistic chest X-ray images

一种用于生成逼真胸部X光图像的视觉语言基础模型

Bluethgen, Christian; Chambon, Pierre; Delbrouck, Jean-Benoit; van der Sluijs, Rogier; Połacin, Małgorzata; Zambrano Chaves, Juan Manuel; Abraham, Tanishq Mathew; Purohit, Shivanshu; Langlotz, Curtis P; Chaudhari, Akshay S

Foundation Models in Radiology: What, How, Why, and Why Not

放射学中的基础模型:是什么、如何做、为什么以及为什么不适用

Paschali, Magdalini; Chen, Zhihong; Blankemeier, Louis; Varma, Maya; Youssef, Alaa; Bluethgen, Christian; Langlotz, Curtis; Gatidis, Sergios; Chaudhari, Akshay

A dataset and benchmark for hospital course summarization with adapted large language models

基于改进型大型语言模型的医院病程总结数据集和基准

Aali, Asad; Van Veen, Dave; Arefeen, Yamin Ishraq; Hom, Jason; Bluethgen, Christian; Reis, Eduardo Pontes; Gatidis, Sergios; Clifford, Namuun; Daws, Joseph; Tehrani, Arash S; Kim, Jangwon; Chaudhari, Akshay S

Using deep feature distances for evaluating the perceptual quality of MR image reconstructions

利用深度特征距离评估磁共振图像重建的感知质量

Adamson, Philip M; Desai, Arjun D; Dominic, Jeffrey; Varma, Maya; Bluethgen, Christian; Wood, Jeff P; Syed, Ali B; Boutin, Robert D; Stevens, Kathryn J; Vasanawala, Shreyas; Pauly, John M; Gunel, Beliz; Chaudhari, Akshay S

Bias in artificial intelligence for medical imaging: fundamentals, detection, avoidance, mitigation, challenges, ethics, and prospects

人工智能在医学影像中的偏见:基本原理、检测、避免、缓解、挑战、伦理和前景

Koçak, Burak; Ponsiglione, Andrea; Stanzione, Arnaldo; Bluethgen, Christian; Santinha, João; Ugga, Lorenzo; Huisman, Merel; Klontzas, Michail E; Cannella, Roberto; Cuocolo, Renato

Adapted large language models can outperform medical experts in clinical text summarization

经过改进的大型语言模型在临床文本摘要方面可以胜过医学专家。

Van Veen, Dave; Van Uden, Cara; Blankemeier, Louis; Delbrouck, Jean-Benoit; Aali, Asad; Bluethgen, Christian; Pareek, Anuj; Polacin, Malgorzata; Reis, Eduardo Pontes; Seehofnerová, Anna; Rohatgi, Nidhi; Hosamani, Poonam; Collins, William; Ahuja, Neera; Langlotz, Curtis P; Hom, Jason; Gatidis, Sergios; Pauly, John; Chaudhari, Akshay S

A New Era of Text Mining in Radiology with Privacy-Preserving LLMs

放射学文本挖掘的新时代:隐私保护型LLM

Akinci D'Antonoli, Tugba; Bluethgen, Christian

External validation, radiological evaluation, and development of deep learning automatic lung segmentation in contrast-enhanced chest CT

对比增强胸部CT图像中深度学习自动肺部分割的外部验证、放射学评估和开发

Dwivedi, Krit; Sharkey, Michael; Alabed, Samer; Langlotz, Curtis P; Swift, Andy J; Bluethgen, Christian

Large language models in radiology: fundamentals, applications, ethical considerations, risks, and future directions

放射学中的大型语言模型:基础、应用、伦理考量、风险和未来方向

Akinci D'Antonoli, Tugba; Stanzione, Arnaldo; Bluethgen, Christian; Vernuccio, Federica; Ugga, Lorenzo; Klontzas, Michail E; Cuocolo, Renato; Cannella, Roberto; Koçak, Burak