Zobrazeno 1 - 10
of 1 285
pro vyhledávání: '"A. Karthikesalingam"'
Autor:
Palepu, Anil, Dhillon, Vikram, Niravath, Polly, Weng, Wei-Hung, Prasad, Preethi, Saab, Khaled, Tanno, Ryutaro, Cheng, Yong, Mai, Hanh, Burns, Ethan, Ajmal, Zainub, Kulkarni, Kavita, Mansfield, Philip, Webster, Dale, Barral, Joelle, Gottweis, Juraj, Schaekermann, Mike, Mahdavi, S. Sara, Natarajan, Vivek, Karthikesalingam, Alan, Tu, Tao
Large language models (LLMs) have shown remarkable progress in encoding clinical knowledge and responding to complex medical queries with appropriate clinical reasoning. However, their applicability in subspecialist or complex medical settings remain
Externí odkaz:
http://arxiv.org/abs/2411.03395
Autor:
O'Sullivan, Jack W., Palepu, Anil, Saab, Khaled, Weng, Wei-Hung, Cheng, Yong, Chu, Emily, Desai, Yaanik, Elezaby, Aly, Kim, Daniel Seung, Lan, Roy, Tang, Wilson, Tapaskar, Natalie, Parikh, Victoria, Jain, Sneha S., Kulkarni, Kavita, Mansfield, Philip, Webster, Dale, Gottweis, Juraj, Barral, Joelle, Schaekermann, Mike, Tanno, Ryutaro, Mahdavi, S. Sara, Natarajan, Vivek, Karthikesalingam, Alan, Ashley, Euan, Tu, Tao
The scarcity of subspecialist medical expertise, particularly in rare, complex and life-threatening diseases, poses a significant challenge for healthcare delivery. This issue is particularly acute in cardiology where timely, accurate management dete
Externí odkaz:
http://arxiv.org/abs/2410.03741
Autor:
Saab, Khaled, Tu, Tao, Weng, Wei-Hung, Tanno, Ryutaro, Stutz, David, Wulczyn, Ellery, Zhang, Fan, Strother, Tim, Park, Chunjong, Vedadi, Elahe, Chaves, Juanma Zambrano, Hu, Szu-Yeu, Schaekermann, Mike, Kamath, Aishwarya, Cheng, Yong, Barrett, David G. T., Cheung, Cathy, Mustafa, Basil, Palepu, Anil, McDuff, Daniel, Hou, Le, Golany, Tomer, Liu, Luyang, Alayrac, Jean-baptiste, Houlsby, Neil, Tomasev, Nenad, Freyberg, Jan, Lau, Charles, Kemp, Jonas, Lai, Jeremy, Azizi, Shekoofeh, Kanada, Kimberly, Man, SiWai, Kulkarni, Kavita, Sun, Ruoxi, Shakeri, Siamak, He, Luheng, Caine, Ben, Webson, Albert, Latysheva, Natasha, Johnson, Melvin, Mansfield, Philip, Lu, Jian, Rivlin, Ehud, Anderson, Jesper, Green, Bradley, Wong, Renee, Krause, Jonathan, Shlens, Jonathon, Dominowska, Ewa, Eslami, S. M. Ali, Chou, Katherine, Cui, Claire, Vinyals, Oriol, Kavukcuoglu, Koray, Manyika, James, Dean, Jeff, Hassabis, Demis, Matias, Yossi, Webster, Dale, Barral, Joelle, Corrado, Greg, Semturs, Christopher, Mahdavi, S. Sara, Gottweis, Juraj, Karthikesalingam, Alan, Natarajan, Vivek
Excellence in a wide variety of medical applications poses considerable challenges for AI, requiring advanced reasoning, access to up-to-date medical knowledge and understanding of complex multimodal data. Gemini models, with strong general capabilit
Externí odkaz:
http://arxiv.org/abs/2404.18416
Autor:
Pfohl, Stephen R., Cole-Lewis, Heather, Sayres, Rory, Neal, Darlene, Asiedu, Mercy, Dieng, Awa, Tomasev, Nenad, Rashid, Qazi Mamunur, Azizi, Shekoofeh, Rostamzadeh, Negar, McCoy, Liam G., Celi, Leo Anthony, Liu, Yun, Schaekermann, Mike, Walton, Alanna, Parrish, Alicia, Nagpal, Chirag, Singh, Preeti, Dewitt, Akeiylah, Mansfield, Philip, Prakash, Sushant, Heller, Katherine, Karthikesalingam, Alan, Semturs, Christopher, Barral, Joelle, Corrado, Greg, Matias, Yossi, Smith-Loud, Jamila, Horn, Ivor, Singhal, Karan
Publikováno v:
Nature Medicine (2024)
Large language models (LLMs) hold promise to serve complex health information needs but also have the potential to introduce harm and exacerbate health disparities. Reliably evaluating equity-related model failures is a critical step toward developin
Externí odkaz:
http://arxiv.org/abs/2403.12025
Autor:
Ward, Abbi, Li, Jimmy, Wang, Julie, Lakshminarasimhan, Sriram, Carrick, Ashley, Campana, Bilson, Hartford, Jay, S, Pradeep Kumar, Tiyasirichokchai, Tiya, Virmani, Sunny, Wong, Renee, Matias, Yossi, Corrado, Greg S., Webster, Dale R., Siegel, Dawn, Lin, Steven, Ko, Justin, Karthikesalingam, Alan, Semturs, Christopher, Rao, Pooja
Background: Health datasets from clinical sources do not reflect the breadth and diversity of disease in the real world, impacting research, medical education, and artificial intelligence (AI) tool development. Dermatology is a suitable area to devel
Externí odkaz:
http://arxiv.org/abs/2402.18545
Autor:
Freyberg, Jan, Roy, Abhijit Guha, Spitz, Terry, Freeman, Beverly, Schaekermann, Mike, Strachan, Patricia, Schnider, Eva, Wong, Renee, Webster, Dale R, Karthikesalingam, Alan, Liu, Yun, Dvijotham, Krishnamurthy, Telang, Umesh
During the diagnostic process, doctors incorporate multimodal information including imaging and the medical history - and similarly medical AI development has increasingly become multimodal. In this paper we tackle a more subtle challenge: doctors ta
Externí odkaz:
http://arxiv.org/abs/2401.12032
Autor:
Tu, Tao, Palepu, Anil, Schaekermann, Mike, Saab, Khaled, Freyberg, Jan, Tanno, Ryutaro, Wang, Amy, Li, Brenna, Amin, Mohamed, Tomasev, Nenad, Azizi, Shekoofeh, Singhal, Karan, Cheng, Yong, Hou, Le, Webson, Albert, Kulkarni, Kavita, Mahdavi, S Sara, Semturs, Christopher, Gottweis, Juraj, Barral, Joelle, Chou, Katherine, Corrado, Greg S, Matias, Yossi, Karthikesalingam, Alan, Natarajan, Vivek
At the heart of medicine lies the physician-patient dialogue, where skillful history-taking paves the way for accurate diagnosis, effective management, and enduring trust. Artificial Intelligence (AI) systems capable of diagnostic dialogue could incr
Externí odkaz:
http://arxiv.org/abs/2401.05654
Autor:
McDuff, Daniel, Schaekermann, Mike, Tu, Tao, Palepu, Anil, Wang, Amy, Garrison, Jake, Singhal, Karan, Sharma, Yash, Azizi, Shekoofeh, Kulkarni, Kavita, Hou, Le, Cheng, Yong, Liu, Yun, Mahdavi, S Sara, Prakash, Sushant, Pathak, Anupam, Semturs, Christopher, Patel, Shwetak, Webster, Dale R, Dominowska, Ewa, Gottweis, Juraj, Barral, Joelle, Chou, Katherine, Corrado, Greg S, Matias, Yossi, Sunshine, Jake, Karthikesalingam, Alan, Natarajan, Vivek
An accurate differential diagnosis (DDx) is a cornerstone of medical care, often reached through an iterative process of interpretation that combines clinical history, physical examination, investigations and procedures. Interactive interfaces powere
Externí odkaz:
http://arxiv.org/abs/2312.00164
Autor:
Tanno, Ryutaro, Barrett, David G. T., Sellergren, Andrew, Ghaisas, Sumedh, Dathathri, Sumanth, See, Abigail, Welbl, Johannes, Singhal, Karan, Azizi, Shekoofeh, Tu, Tao, Schaekermann, Mike, May, Rhys, Lee, Roy, Man, SiWai, Ahmed, Zahra, Mahdavi, Sara, Matias, Yossi, Barral, Joelle, Eslami, Ali, Belgrave, Danielle, Natarajan, Vivek, Shetty, Shravya, Kohli, Pushmeet, Huang, Po-Sen, Karthikesalingam, Alan, Ktena, Ira
Radiology reports are an instrumental part of modern medicine, informing key clinical decisions such as diagnosis and treatment. The worldwide shortage of radiologists, however, restricts access to expert care and imposes heavy workloads, contributin
Externí odkaz:
http://arxiv.org/abs/2311.18260
Autor:
Galatzer-Levy, Isaac R., McDuff, Daniel, Natarajan, Vivek, Karthikesalingam, Alan, Malgaroli, Matteo
The current work investigates the capability of Large language models (LLMs) that are explicitly trained on large corpuses of medical knowledge (Med-PaLM 2) to predict psychiatric functioning from patient interviews and clinical descriptions without
Externí odkaz:
http://arxiv.org/abs/2308.01834