Aly A. Mohamed - Concepedia

Author

Aly A. Mohamed

Also Known As

Aly A. Mohamed, Aly Mohamed

Publications

724

Citations

H-Index

Concepts

All Affiliations

Aly A. Mohamed is an author at University of Pittsburgh specializing in engineering, deep learning, and machine learning.

#	Concept	H-Index	Publications	Citations
1	Engineering	3	3	128
2	Health Sciences	2	2	81
3	Biostatistics	2	2	105
4	Data Science	1	1	47
5	Biomedical Imaging	1	1	58

Aly A. Mohamed

Publications

706

Citations

H-Index

Page 1

	Year	Citations
A deep learning method for classifying mammographic breast density categories Aly A. Mohamed, Wendie A. Berg, Hong Peng, Medical Physics	2017	258
Deep Learning to Distinguish Recalled but Benign Mammography Images in Breast Cancer Screening Sarah Aboutalib, Aly A. Mohamed, Wendie A. Berg, Clinical Cancer Research	2018	142
Deep learning modeling using normal mammograms for predicting breast cancer risk Dooman Arefan, Aly A. Mohamed, Wendie A. Berg, Medical Physics	2019	129
Understanding Clinical Mammographic Breast Density Assessment: a Deep Learning Perspective Aly A. Mohamed, Yahong Luo, Hong Peng, Journal of Digital Imaging EngineeringMachine LearningMedical ImagingBiomedical ImagingDeep Learning Perspective	2017	58
Automated deep learning method for whole‐breast segmentation in diffusion‐weighted breast MRI Lei Zhang, Aly A. Mohamed, Ruimei Chai, Journal of Magnetic Resonance Imaging	2019	49
Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance Degan Hao, Lei Zhang, Jules H. Sumkin, IEEE Journal of Biomedical and Health Informatics Image AnalysisMachine LearningData ScienceEngineeringPattern Recognition	2020	47
Deep Learning Pre-training Strategy for Mammogram Image Classification: an Evaluation Study Kadie Clancy, Sarah Aboutalib, Aly A. Mohamed, Journal of Digital Imaging Convolutional Neural NetworkImage AnalysisMachine LearningMedical ImagingDeep Learning	2020	23

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