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AI system for fetal ultrasound in low-resource settings



Ryan G. Gomes , Bellington Vwalika , Chace Lee , Angelica Willis , Marcin Sieniek , Joan T. Price , Christina Chen , Margaret P. Kasaro , James A. Taylor , Elizabeth M. Stringer , Scott Mayer McKinney , Ntazana Sindano , George E. Dahl , William Goodnight III , Justin Gilmer , Benjamin H. Chi , Charles Lau , Terry Spitz , T Saensuksopa , Kris Liu , Jonny Wong , Rory Pilgrim , Akib Uddin , Greg Corrado , Lily Peng , Katherine Chou , Daniel Tse , Jeffrey S. A. Stringer , Shravya Shetty


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Scientific Discovery by Generating Counterfactuals using Image Translation



Arunachalam Narayanaswamy , Subhashini Venugopalan , Dale R. Webster , Lily Peng , Greg Corrado , Paisan Ruamviboonsuk , Pinal Bavishi , Michael Brenner , Philip Nelson , Avinash V. Varadarajan

* MICCAI 2020 
* Accepted at MICCAI 2020. This version combines camera-ready and supplement 

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Detecting Deficient Coverage in Colonoscopies



Daniel Freedman , Yochai Blau , Liran Katzir , Amit Aides , Ilan Shimshoni , Danny Veikherman , Tomer Golany , Ariel Gordon , Greg Corrado , Yossi Matias , Ehud Rivlin

* Compliance with internal requirements 

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Explaining an increase in predicted risk for clinical alerts



Michaela Hardt , Alvin Rajkomar , Gerardo Flores , Andrew Dai , Michael Howell , Greg Corrado , Claire Cui , Moritz Hardt


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The Algorithmic Automation Problem: Prediction, Triage, and Human Effort



Maithra Raghu , Katy Blumer , Greg Corrado , Jon Kleinberg , Ziad Obermeyer , Sendhil Mullainathan


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TensorFlow.js: Machine Learning for the Web and Beyond



Daniel Smilkov , Nikhil Thorat , Yannick Assogba , Ann Yuan , Nick Kreeger , Ping Yu , Kangyi Zhang , Shanqing Cai , Eric Nielsen , David Soergel , Stan Bileschi , Michael Terry , Charles Nicholson , Sandeep N. Gupta , Sarah Sirajuddin , D. Sculley , Rajat Monga , Greg Corrado , Fernanda B. Viegas , Martin Wattenberg

* 10 pages 

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Scalable and accurate deep learning for electronic health records



Alvin Rajkomar , Eyal Oren , Kai Chen , Andrew M. Dai , Nissan Hajaj , Peter J. Liu , Xiaobing Liu , Mimi Sun , Patrik Sundberg , Hector Yee , Kun Zhang , Gavin E. Duggan , Gerardo Flores , Michaela Hardt , Jamie Irvine , Quoc Le , Kurt Litsch , Jake Marcus , Alexander Mossin , Justin Tansuwan , De Wang , James Wexler , Jimbo Wilson , Dana Ludwig , Samuel L. Volchenboum , Katherine Chou , Michael Pearson , Srinivasan Madabushi , Nigam H. Shah , Atul J. Butte , Michael Howell , Claire Cui , Greg Corrado , Jeff Dean

* npj Digital Medicine 1:18 (2018) 
* Published version from https://www.nature.com/articles/s41746-018-0029-1 

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Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation



Melvin Johnson , Mike Schuster , Quoc V. Le , Maxim Krikun , Yonghui Wu , Zhifeng Chen , Nikhil Thorat , Fernanda Viégas , Martin Wattenberg , Greg Corrado , Macduff Hughes , Jeffrey Dean


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Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation



Yonghui Wu , Mike Schuster , Zhifeng Chen , Quoc V. Le , Mohammad Norouzi , Wolfgang Macherey , Maxim Krikun , Yuan Cao , Qin Gao , Klaus Macherey , Jeff Klingner , Apurva Shah , Melvin Johnson , Xiaobing Liu , Łukasz Kaiser , Stephan Gouws , Yoshikiyo Kato , Taku Kudo , Hideto Kazawa , Keith Stevens , George Kurian , Nishant Patil , Wei Wang , Cliff Young , Jason Smith , Jason Riesa , Alex Rudnick , Oriol Vinyals , Greg Corrado , Macduff Hughes , Jeffrey Dean


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