Adam Yala - Concepedia

Author

Adam Yala

Massachusetts General Hospital ORCID

Also Known As

A Yala, A. Yala, ABDULRAHMAN ABDULLAH SALEH AL YALA, Adam Yala, Michael J. Keiser, Yala, Adam

Publications

2.7K

Citations

H-Index

Concepts

All Affiliations

Massachusetts General Hospital Massachusetts Institute of Technology Harvard University Chang Gung Memorial Hospital Boston University

About

Adam Yala is an author at Massachusetts General Hospital specializing in engineering, breast cancer, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	745
2	Medicine	5	5	191
3	Health Sciences	2	2	310
4	Language Studies	1	1	23
5	Biostatistics	1	1	37

Adam Yala

Publications

2.4K

Citations

H-Index

Page 1

	Year	Citations
A Deep Learning Mammography-based Model for Improved Breast Cancer Risk Prediction Adam Yala, Constance D. Lehman, Tal Schuster, Radiology	2019	694
Mammographic Breast Density Assessment Using Deep Learning: Clinical Implementation Constance D. Lehman, Adam Yala, Tal Schuster, Radiology Convolutional Neural NetworkEngineeringMachine LearningDiagnosisDiagnostic Imaging	2018	273
Toward robust mammography-based models for breast cancer risk Adam Yala, Peter G. Mikhael, Fredrik Strand, Science Translational Medicine	2021	241
Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography Peter G. Mikhael, Jeremy Wohlwend, Adam Yala, Journal of Clinical Oncology	2023	218
A Deep Learning Model to Triage Screening Mammograms: A Simulation Study Adam Yala, Tal Schuster, Randy C. Miles, Radiology	2019	206
Multi-Institutional Validation of a Mammography-Based Breast Cancer Risk Model Adam Yala, Peter G. Mikhael, Fredrik Strand, Journal of Clinical Oncology	2021	165
Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning Karthik Narasimhan, Adam Yala, Regina Barzilay Artificial IntelligenceStructured PredictionEngineeringMachine LearningKnowledge Extraction	2016	138
Using machine learning to parse breast pathology reports Adam Yala, Regina Barzilay, Laura Salama, Breast Cancer Research and Treatment EngineeringMachine LearningData ScienceData MiningBreast Pathology Reports	2016	99
Optimizing risk-based breast cancer screening policies with reinforcement learning Adam Yala, Peter G. Mikhael, Constance D. Lehman, Nature Medicine Artificial IntelligenceEngineeringMachine LearningData ScienceBreast Cancer	2022	92
Deep Learning Model to Assess Cancer Risk on the Basis of a Breast MR Image Alone Tally Portnoi, Adam Yala, Tal Schuster, American Journal of Roentgenology	2019	37

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