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Implementing Machine Learning in Radiology Practice and Research

American journal of roentgenology (1976), 2017-04, Vol.208 (4), p.754

2017

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Automated Critical Test Findings Identification and Online Notification System Using Artificial Intelligence in Imaging

Radiology, 2017-12, Vol.285 (3), p.923

2017

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The RSNA Pediatric Bone Age Machine Learning Challenge

Radiology, 2019-02, Vol.290 (2), p.498

2019

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Recurrent CT, cumulative radiation exposure, and associated radiation-induced cancer risks from CT of adults

Radiology, 2009-04, Vol.251 (1), p.175

2009

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Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI

IEEE journal of biomedical and health informatics, 2020-10, Vol.24 (10), p.2883-2893

2020

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Quantifying effects of blood pressure control on neuroimaging utilization in a large multi-institutional healthcare population

PloS one, 2024-04, Vol.19 (4), p.e0298685-e0298685

2024

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Are quantitative features of lung nodules reproducible at different CT acquisition and reconstruction parameters?

PloS one, 2020-10, Vol.15 (10), p.e0240184

2020

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Four-year impact of an alert notification system on closed-loop communication of critical test results

American journal of roentgenology (1976), 2014-11, Vol.203 (5), p.933

2014

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Focal cystic pancreatic lesions: assessing variation in radiologists' management recommendations

Radiology, 2011-04, Vol.259 (1), p.136

2011

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Does Clinical Decision Support Reduce Unwarranted Variation in Yield of CT Pulmonary Angiogram?

The American journal of medicine, 2013-11, Vol.126 (11), p.975-981

2013

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Variation in Use of Head Computed Tomography by Emergency Physicians

The American journal of medicine, 2012-04, Vol.125 (4), p.356-364

2012

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Improving Function in Cavernous Sinus Meningiomas: A Modern Treatment Algorithm

Frontiers in neurology, 2020-07, Vol.11, p.652-652

2020

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A New Finding on Magnetic Resonance Imaging for Diagnosis of Hemifacial Spasm with High Accuracy and Interobserver Correlation

Brain sciences, 2023-10, Vol.13 (10), p.1434

2023

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Advancing Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI Using Noisy Student-Based Training

Diagnostics (Basel), 2022-08, Vol.12 (8), p.2023

2022

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Mortality Prediction Analysis among COVID-19 Inpatients Using Clinical Variables and Deep Learning Chest Radiography Imaging Features

Tomography (Ann Arbor), 2022-07, Vol.8 (4), p.1791-1803

2022

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Artificial Intelligence in Neuroradiology: A Review of Current Topics and Competition Challenges

Diagnostics (Basel), 2023-08, Vol.13 (16), p.2670

2023

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Concomitant epidural and subdural spinal abscess: a case report

The spine journal, 2016-04, Vol.16 (4), p.e275-e282

2016

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Virtual CT Myelography: A Patch-Based Machine Learning Model to Improve Intraspinal Soft Tissue Visualization on Unenhanced Dual-Energy Lumbar Spine CT

Information (Basel), 2022-09, Vol.13 (9), p.412

2022

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Repeat Abdominal Imaging Examinations in a Tertiary Care Hospital

The American journal of medicine, 2012-02, Vol.125 (2), p.155-161

2012

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Factors Associated With Radiologists' Adherence to Fleischner Society Guidelines for Management of Pulmonary Nodules

Journal of the American College of Radiology, 2012-07, Vol.9 (7), p.468-473

2012

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CT and MR utilization and morbidity metrics across Body Mass Index

PloS one, 2024-06, Vol.19 (6), p.e0306087

2024

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CT Restaging of Testicular Germ Cell Tumors: The Incidence of Isolated Pelvic Metastases

European journal of radiology, 2016-08, Vol.85 (8), p.1439-1444

2016

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Machine Learning in Radiology: Applications Beyond Image Interpretation

Journal of the American College of Radiology, 2018-02, Vol.15 (2), p.350-359

2018

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Implementation of Speech Recognition in a Community-based Radiology Practice: Effect on Report Turnaround Times

Journal of the American College of Radiology, 2014-04, Vol.11 (4), p.402-406

2014

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The role of indocyanine green fluorescence in endoscopic endonasal skull base surgery and its imaging correlations

Journal of neurosurgery, 2021-09, Vol.135 (3), p.923-933

2021

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Implementing Machine Learning in Radiology Practice and Research

Automated Critical Test Findings Identification and Online Notification System Using Artificial Intelligence in Imaging

The RSNA Pediatric Bone Age Machine Learning Challenge

Recurrent CT, cumulative radiation exposure, and associated radiation-induced cancer risks from CT of adults

Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI

Quantifying effects of blood pressure control on neuroimaging utilization in a large multi-institutional healthcare population

Are quantitative features of lung nodules reproducible at different CT acquisition and reconstruction parameters?

Four-year impact of an alert notification system on closed-loop communication of critical test results

Focal cystic pancreatic lesions: assessing variation in radiologists' management recommendations

Does Clinical Decision Support Reduce Unwarranted Variation in Yield of CT Pulmonary Angiogram?

Variation in Use of Head Computed Tomography by Emergency Physicians

Improving Function in Cavernous Sinus Meningiomas: A Modern Treatment Algorithm

A New Finding on Magnetic Resonance Imaging for Diagnosis of Hemifacial Spasm with High Accuracy and Interobserver Correlation

Advancing Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI Using Noisy Student-Based Training

Mortality Prediction Analysis among COVID-19 Inpatients Using Clinical Variables and Deep Learning Chest Radiography Imaging Features

Artificial Intelligence in Neuroradiology: A Review of Current Topics and Competition Challenges

Concomitant epidural and subdural spinal abscess: a case report

Virtual CT Myelography: A Patch-Based Machine Learning Model to Improve Intraspinal Soft Tissue Visualization on Unenhanced Dual-Energy Lumbar Spine CT

Repeat Abdominal Imaging Examinations in a Tertiary Care Hospital

Factors Associated With Radiologists' Adherence to Fleischner Society Guidelines for Management of Pulmonary Nodules

CT and MR utilization and morbidity metrics across Body Mass Index

CT Restaging of Testicular Germ Cell Tumors: The Incidence of Isolated Pelvic Metastases

Machine Learning in Radiology: Applications Beyond Image Interpretation

Implementation of Speech Recognition in a Community-based Radiology Practice: Effect on Report Turnaround Times

The role of indocyanine green fluorescence in endoscopic endonasal skull base surgery and its imaging correlations

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