Alert button
Picture for Mike Schaekermann

Mike Schaekermann

Alert button

A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

Mar 18, 2024
Stephen R. Pfohl, Heather Cole-Lewis, Rory Sayres, Darlene Neal, Mercy Asiedu, Awa Dieng, Nenad Tomasev, Qazi Mamunur Rashid, Shekoofeh Azizi, Negar Rostamzadeh, Liam G. McCoy, Leo Anthony Celi, Yun Liu, Mike Schaekermann, Alanna Walton, Alicia Parrish, Chirag Nagpal, Preeti Singh, Akeiylah Dewitt, Philip Mansfield, Sushant Prakash, Katherine Heller, Alan Karthikesalingam, Christopher Semturs, Joelle Barral, Greg Corrado, Yossi Matias, Jamila Smith-Loud, Ivor Horn, Karan Singhal

Viaarxiv icon

MINT: A wrapper to make multi-modal and multi-image AI models interactive

Jan 22, 2024
Jan Freyberg, Abhijit Guha Roy, Terry Spitz, Beverly Freeman, Mike Schaekermann, Patricia Strachan, Eva Schnider, Renee Wong, Dale R Webster, Alan Karthikesalingam, Yun Liu, Krishnamurthy Dvijotham, Umesh Telang

Viaarxiv icon

Towards Conversational Diagnostic AI

Jan 11, 2024
Tao Tu, Anil Palepu, Mike Schaekermann, Khaled Saab, Jan Freyberg, Ryutaro Tanno, Amy Wang, Brenna Li, Mohamed Amin, Nenad Tomasev, Shekoofeh Azizi, Karan Singhal, Yong Cheng, Le Hou, Albert Webson, Kavita Kulkarni, S Sara Mahdavi, Christopher Semturs, Juraj Gottweis, Joelle Barral, Katherine Chou, Greg S Corrado, Yossi Matias, Alan Karthikesalingam, Vivek Natarajan

Viaarxiv icon

Consensus, dissensus and synergy between clinicians and specialist foundation models in radiology report generation

Dec 06, 2023
Ryutaro Tanno, David G. T. Barrett, Andrew Sellergren, Sumedh Ghaisas, Sumanth Dathathri, Abigail See, Johannes Welbl, Karan Singhal, Shekoofeh Azizi, Tao Tu, Mike Schaekermann, Rhys May, Roy Lee, SiWai Man, Zahra Ahmed, Sara Mahdavi, Danielle Belgrave, Vivek Natarajan, Shravya Shetty, Pushmeet Kohli, Po-Sen Huang, Alan Karthikesalingam, Ira Ktena

Viaarxiv icon

Towards Accurate Differential Diagnosis with Large Language Models

Nov 30, 2023
Daniel McDuff, Mike Schaekermann, Tao Tu, Anil Palepu, Amy Wang, Jake Garrison, Karan Singhal, Yash Sharma, Shekoofeh Azizi, Kavita Kulkarni, Le Hou, Yong Cheng, Yun Liu, S Sara Mahdavi, Sushant Prakash, Anupam Pathak, Christopher Semturs, Shwetak Patel, Dale R Webster, Ewa Dominowska, Juraj Gottweis, Joelle Barral, Katherine Chou, Greg S Corrado, Yossi Matias, Jake Sunshine, Alan Karthikesalingam, Vivek Natarajan

Figure 1 for Towards Accurate Differential Diagnosis with Large Language Models
Figure 2 for Towards Accurate Differential Diagnosis with Large Language Models
Figure 3 for Towards Accurate Differential Diagnosis with Large Language Models
Figure 4 for Towards Accurate Differential Diagnosis with Large Language Models
Viaarxiv icon

Towards Generalist Biomedical AI

Jul 26, 2023
Tao Tu, Shekoofeh Azizi, Danny Driess, Mike Schaekermann, Mohamed Amin, Pi-Chuan Chang, Andrew Carroll, Chuck Lau, Ryutaro Tanno, Ira Ktena, Basil Mustafa, Aakanksha Chowdhery, Yun Liu, Simon Kornblith, David Fleet, Philip Mansfield, Sushant Prakash, Renee Wong, Sunny Virmani, Christopher Semturs, S Sara Mahdavi, Bradley Green, Ewa Dominowska, Blaise Aguera y Arcas, Joelle Barral, Dale Webster, Greg S. Corrado, Yossi Matias, Karan Singhal, Pete Florence, Alan Karthikesalingam, Vivek Natarajan

Figure 1 for Towards Generalist Biomedical AI
Figure 2 for Towards Generalist Biomedical AI
Figure 3 for Towards Generalist Biomedical AI
Figure 4 for Towards Generalist Biomedical AI
Viaarxiv icon

Evaluating AI systems under uncertain ground truth: a case study in dermatology

Jul 05, 2023
David Stutz, Ali Taylan Cemgil, Abhijit Guha Roy, Tatiana Matejovicova, Melih Barsbey, Patricia Strachan, Mike Schaekermann, Jan Freyberg, Rajeev Rikhye, Beverly Freeman, Javier Perez Matos, Umesh Telang, Dale R. Webster, Yuan Liu, Greg S. Corrado, Yossi Matias, Pushmeet Kohli, Yun Liu, Arnaud Doucet, Alan Karthikesalingam

Figure 1 for Evaluating AI systems under uncertain ground truth: a case study in dermatology
Figure 2 for Evaluating AI systems under uncertain ground truth: a case study in dermatology
Figure 3 for Evaluating AI systems under uncertain ground truth: a case study in dermatology
Figure 4 for Evaluating AI systems under uncertain ground truth: a case study in dermatology
Viaarxiv icon

Towards Expert-Level Medical Question Answering with Large Language Models

May 16, 2023
Karan Singhal, Tao Tu, Juraj Gottweis, Rory Sayres, Ellery Wulczyn, Le Hou, Kevin Clark, Stephen Pfohl, Heather Cole-Lewis, Darlene Neal, Mike Schaekermann, Amy Wang, Mohamed Amin, Sami Lachgar, Philip Mansfield, Sushant Prakash, Bradley Green, Ewa Dominowska, Blaise Aguera y Arcas, Nenad Tomasev, Yun Liu, Renee Wong, Christopher Semturs, S. Sara Mahdavi, Joelle Barral, Dale Webster, Greg S. Corrado, Yossi Matias, Shekoofeh Azizi, Alan Karthikesalingam, Vivek Natarajan

Figure 1 for Towards Expert-Level Medical Question Answering with Large Language Models
Figure 2 for Towards Expert-Level Medical Question Answering with Large Language Models
Figure 3 for Towards Expert-Level Medical Question Answering with Large Language Models
Figure 4 for Towards Expert-Level Medical Question Answering with Large Language Models
Viaarxiv icon

In Search of Ambiguity: A Three-Stage Workflow Design to Clarify Annotation Guidelines for Crowd Workers

Dec 04, 2021
Vivek Krishna Pradhan, Mike Schaekermann, Matthew Lease

Figure 1 for In Search of Ambiguity: A Three-Stage Workflow Design to Clarify Annotation Guidelines for Crowd Workers
Figure 2 for In Search of Ambiguity: A Three-Stage Workflow Design to Clarify Annotation Guidelines for Crowd Workers
Figure 3 for In Search of Ambiguity: A Three-Stage Workflow Design to Clarify Annotation Guidelines for Crowd Workers
Figure 4 for In Search of Ambiguity: A Three-Stage Workflow Design to Clarify Annotation Guidelines for Crowd Workers
Viaarxiv icon