List of works - Greg S. Corrado

A deep learning system for differential diagnosis of skin diseases

scientific article published on 18 May 2020

A guide to deep learning in healthcare

scientific article published on 07 January 2019

Addendum: International evaluation of an AI system for breast cancer screening

scientific article published on 01 October 2020

An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis

scientific article published on 12 August 2019

Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge

scientific article published on 13 January 2022

Author Correction: Detection of anaemia from retinal fundus images via deep learning

scientific article published on 01 February 2020

Author Correction: End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography

scientific article published on 01 August 2019

Chest Radiograph Interpretation with Deep Learning Models: Assessment with Radiologist-adjudicated Reference Standards and Population-adjusted Evaluation

scientific article published on 03 December 2019

Choosing the greater of two goods: neural currencies for valuation and decision making

scientific article

Conversational AI in health: Design considerations from a Wizard-of-Oz dermatology case study with users, clinicians and a medical LLM

scientific article published on 11 May 2024

Customization scenarios for de-identification of clinical notes

scientific article published on 30 January 2020

DeViSE: a deep visual-semantic embedding model ⬇️

scientific article published in December 2013

Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs

scientific article published on 24 September 2019

Deep Learning for Predicting Refractive Error From Retinal Fundus Images

scientific article published on 01 June 2018

Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program

scientific article published on 10 April 2019

Detecting Deficient Coverage in Colonoscopies

scientific article published on 21 May 2020

Detection of anaemia from retinal fundus images via deep learning

scientific article published on 23 December 2019

Development and Validation of a Deep Learning Algorithm for Gleason Grading of Prostate Cancer From Biopsy Specimens

scientific article published on 23 July 2020

Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer

scientific article published on 07 June 2019

Deviation from the matching law reflects an optimal strategy involving learning over multiple timescales

scientific article published on 01 April 2019

Distributed Representations of Words and Phrases and their Compositionality ⬇️

computer science journal article

Efficient Estimation of Word Representations in Vector Space ⬇️

machine learning article, 2013

End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography

scientific article published on 20 May 2019

Ensuring Fairness in Machine Learning to Advance Health Equity.

scientific article published on 4 December 2018

Erratum: Author Correction: Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program

scientific article published on 23 July 2019

Erratum: Publisher Correction: Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer

scientific article published on 19 November 2019

Evaluation of the Use of Combined Artificial Intelligence and Pathologist Assessment to Review and Grade Prostate Biopsies

scientific article published on 02 November 2020

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

scientific article (publication date: 14 November 2016)

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

scientific article (publication date: 8 October 2016)

Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic Retinopathy

scientific article published on 13 March 2018

Key challenges for delivering clinical impact with artificial intelligence

scientific article published on 29 October 2019

Large Scale Distributed Deep Networks ⬇️

scientific article published in January 2012

Linear-Nonlinear-Poisson models of primate choice dynamics

scientific article (publication date: November 2005)

Matching behavior and the representation of value in the parietal cortex

scientific article published in June 2004

Performance of a Deep-Learning Algorithm vs Manual Grading for Detecting Diabetic Retinopathy in India

scientific article published on 13 June 2019

Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning

scientific article published on 08 January 2020

Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

scientific article published on 19 February 2018

Remote Tool-Based Adjudication for Grading Diabetic Retinopathy

scientific article published on 01 November 2019

Reply to: Transparency and reproducibility in artificial intelligence