November 2020

Machine Learning and Other Artificial Intelligence Applications
• Reza Forghani
Published in issue: November 2020
i

Copyright
Published in issue: November 2020
ii

CME Accreditation Page
Published in issue: November 2020
iii-iv

Forthcoming Issues
Published in issue: November 2020
v

Contributors
Published in issue: November 2020
vii-ix

Contents
Published in issue: November 2020
xi-xiv

Foreword
• Suresh K. Mukherji
Published online: August 25, 2020
xv

Machine Intelligence in Neurologic and Head and Neck Imaging
• Reza Forghani
Published online: September 17, 2020
xvii-xviii

Brief History of Artificial Intelligence
• Nikesh Muthukrishnan,
• Farhad Maleki,
• Katie Ovens,
• Caroline Reinhold,
• Behzad Forghani,
• Reza Forghani
Published online: September 18, 2020
p393-399

Knowledge Based Versus Data Based
A Historical Perspective on a Continuum of Methodologies for Medical Image Analysis
• Peter Savadjiev,
• Caroline Reinhold,
• Diego Martin,
• Reza Forghani
Published online: September 17, 2020
p401-415

Overview of Machine Learning: Part 2
Deep Learning for Medical Image Analysis
• William Trung Le,
• Farhad Maleki,
• Francisco Perdigón Romero,
• Reza Forghani,
• Samuel Kadoury
Published online: September 18, 2020
p417-431

Machine Learning Algorithm Validation
From Essentials to Advanced Applications and Implications for Regulatory Certification and Deployment
• Farhad Maleki,
• Nikesh Muthukrishnan,
• Katie Ovens,
• Caroline Reinhold,
• Reza Forghani
Published in issue: November 2020
p433-445
Open Access

Review of Natural Language Processing in Radiology
• Jack W. Luo,
• Jaron J.R. Chong
Published in issue: November 2020
p447-458

An East Coast Perspective on Artificial Intelligence and Machine Learning: Part 1
Hemorrhagic Stroke Imaging and Triage
• Rajiv Gupta,
• Sanjith Prahas Krishnam,
• Pamela W. Schaefer,
• Michael H. Lev,
• R. Gilberto Gonzalez
Published online: September 17, 2020
p459-466

An East Coast Perspective on Artificial Intelligence and Machine Learning
Part 2: Ischemic Stroke Imaging and Triage
• Rajiv Gupta,
• Sanjith Prahas Krishnam,
• Pamela W. Schaefer,
• Michael H. Lev,
• R. Gilberto Gonzalez
Published in issue: November 2020
p467-478

Artificial Intelligence and Stroke Imaging
A West Coast Perspective
• Guangming Zhu,
• Bin Jiang,
• Hui Chen,
• ...
• Jeremy J. Heit,
• Greg Zaharchuk,
• Max Wintermark
Published online: September 18, 2020
p479-492

Updates on Deep Learning and Glioma
Use of Convolutional Neural Networks to Image Glioma Heterogeneity
• Daniel S. Chow,
• Deepak Khatri,
• Peter D. Chang,
• Avraham Zlochower,
• John A. Boockvar,
• Christopher G. Filippi
Published online: September 18, 2020
p493-503

Diverse Applications of Artificial Intelligence in Neuroradiology
• Michael Tran Duong,
• Andreas M. Rauschecker,
• Suyash Mohan
Published online: September 17, 2020
p505-516

Machine Learning Applications for Head and Neck Imaging
• Farhad Maleki,
• William Trung Le,
• Thiparom Sananmuang,
• Samuel Kadoury,
• Reza Forghani
Published in issue: November 2020
p517-529

Online Only Articles, available at www.neuroimaging.theclinics.com, ScienceDirect, and ClinicalKey

Artificial Intelligence Applications for Workflow, Process Optimization and Predictive Analytics
• Laurent Letourneau-Guillon,
• David Camirand,
• Francois Guilbert,
• Reza Forghani
Published in issue: November 2020
e1-e15
Open Access


Overview of Machine Learning Part 1
Fundamentals and Classic Approaches
• Farhad Maleki,
• Katie Ovens,
• Keyhan Najafian,
• Behzad Forghani,
• Caroline Reinhold,
• Reza Forghani
Published in issue: November 2020
e17-e32
Open Access