Zobrazeno 1 - 10
of 422
pro vyhledávání: '"Boutin, Robert"'
Autor:
Aali, Asad, Johnston, Andrew, Blankemeier, Louis, Van Veen, Dave, Derry, Laura T, Svec, David, Hom, Jason, Boutin, Robert D., Chaudhari, Akshay S.
Abdominal computed tomography (CT) scans are frequently performed in clinical settings. Opportunistic CT involves repurposing routine CT images to extract diagnostic information and is an emerging tool for detecting underdiagnosed conditions such as
Externí odkaz:
http://arxiv.org/abs/2409.11686
Autor:
Blankemeier, Louis, Cohen, Joseph Paul, Kumar, Ashwin, Van Veen, Dave, Gardezi, Syed Jamal Safdar, Paschali, Magdalini, Chen, Zhihong, Delbrouck, Jean-Benoit, Reis, Eduardo, Truyts, Cesar, Bluethgen, Christian, 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., Johnston, Andrew, Boutin, Robert D., Wentland, Andrew, Langlotz, Curtis P., Hom, Jason, Gatidis, Sergios, Chaudhari, Akshay S.
Over 85 million computed tomography (CT) scans are performed annually in the US, of which approximately one quarter focus on the abdomen. Given the current radiologist shortage, there is a large impetus to use artificial intelligence to alleviate the
Externí odkaz:
http://arxiv.org/abs/2406.06512
Autor:
Blankemeier, Louis, Desai, Arjun, Chaves, Juan Manuel Zambrano, Wentland, Andrew, Yao, Sally, Reis, Eduardo, Jensen, Malte, Bahl, Bhanushree, Arora, Khushboo, Patel, Bhavik N., Lenchik, Leon, Willis, Marc, Boutin, Robert D., Chaudhari, Akshay S.
Computed tomography (CT) is routinely used in clinical practice to evaluate a wide variety of medical conditions. While CT scans provide diagnoses, they also offer the ability to extract quantitative body composition metrics to analyze tissue volume
Externí odkaz:
http://arxiv.org/abs/2302.06568
Autor:
Van Veen, Dave, van der Sluijs, Rogier, Ozturkler, Batu, Desai, Arjun, Bluethgen, Christian, Boutin, Robert D., Willis, Marc H., Wetzstein, Gordon, Lindell, David, Vasanawala, Shreyas, Pauly, John, Chaudhari, Akshay S.
Publikováno v:
Medical Imaging with Deep Learning. 2022
We propose using a coordinate network decoder for the task of super-resolution in MRI. The continuous signal representation of coordinate networks enables this approach to be scale-agnostic, i.e. one can train over a continuous range of scales and su
Externí odkaz:
http://arxiv.org/abs/2210.08676
Autor:
Dominic, Jeffrey, Bhaskhar, Nandita, Desai, Arjun D., Schmidt, Andrew, Rubin, Elka, Gunel, Beliz, Gold, Garry E., Hargreaves, Brian A., Lenchik, Leon, Boutin, Robert, Chaudhari, Akshay S.
Although supervised learning has enabled high performance for image segmentation, it requires a large amount of labeled training data, which can be difficult to obtain in the medical imaging field. Self-supervised learning (SSL) methods involving pre
Externí odkaz:
http://arxiv.org/abs/2210.07936
Autor:
Desai, Arjun D, Schmidt, Andrew M, Rubin, Elka B, Sandino, Christopher M, Black, Marianne S, Mazzoli, Valentina, Stevens, Kathryn J, Boutin, Robert, Ré, Christopher, Gold, Garry E, Hargreaves, Brian A, Chaudhari, Akshay S
Magnetic resonance imaging (MRI) is a cornerstone of modern medical imaging. However, long image acquisition times, the need for qualitative expert analysis, and the lack of (and difficulty extracting) quantitative indicators that are sensitive to ti
Externí odkaz:
http://arxiv.org/abs/2203.06823
Autor:
Desai, Arjun D, Ozturkler, Batu M, Sandino, Christopher M, Boutin, Robert, Willis, Marc, Vasanawala, Shreyas, Hargreaves, Brian A, Ré, Christopher M, Pauly, John M, Chaudhari, Akshay S
Deep learning (DL) has shown promise for faster, high quality accelerated MRI reconstruction. However, supervised DL methods depend on extensive amounts of fully-sampled (labeled) data and are sensitive to out-of-distribution (OOD) shifts, particular
Externí odkaz:
http://arxiv.org/abs/2110.00075
Autor:
Zambrano Chaves, Juan M., Lenchik, Leon, Gallegos, Isabel O., Blankemeier, Louis, Liang, Tie, Rubin, Daniel L., Willis, Marc H., Chaudhari, Akshay S., Boutin, Robert D.
Publikováno v:
In eBioMedicine May 2024 103
Autor:
Mazza, Dario F. #, Boonsri, Pattira S. †, Arora, Aman #, Bayne, Christopher O. ‡, Szabo, Robert M. ‡, Chaudhari, Abhijit J. #, *, Boutin, Robert D. §
Publikováno v:
In Osteoarthritis and Cartilage May 2024 32(5):476-492
Autor:
Sohal, Davendra P.S., Boutin, Robert D., Lenchik, Leon, Kim, Jiyoon, Beg, M. Shaalan, Wang-Gillam, Andrea, Wade, James Lloyd, III, Guthrie, Katherine A., Chiorean, E. Gabriela, Ahmad, Syed A., Lowy, Andrew M., Philip, Philip Agop, Chang, Victor Tsu-Shih
Publikováno v:
In Journal of Gastrointestinal Surgery March 2024 28(3):232-235