Machine learning for medical imaging
Machine learning is a technique for recognizing patterns that can be applied to medical
images. Although it is a powerful tool that can help in rendering medical diagnoses, it can be …
images. Although it is a powerful tool that can help in rendering medical diagnoses, it can be …
An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome …
Background Atrial fibrillation is frequently asymptomatic and thus underdetected but is
associated with stroke, heart failure, and death. Existing screening methods require prolonged …
associated with stroke, heart failure, and death. Existing screening methods require prolonged …
[HTML][HTML] Deep learning for brain MRI segmentation: state of the art and future directions
…, A Hoogi, DL Rubin, BJ Erickson - Journal of digital …, 2017 - Springer
Quantitative analysis of brain MRI is routine for many neurological diseases and conditions
and relies on accurate segmentation of structures of interest. Deep learning-based …
and relies on accurate segmentation of structures of interest. Deep learning-based …
Consensus recommendations for a standardized Brain Tumor Imaging Protocol in clinical trials
…, J Boxerman, D Barboriak, BJ Erickson… - Neuro …, 2015 - academic.oup.com
A recent joint meeting was held on January 30, 2014, with the US Food and Drug
Administration (FDA), National Cancer Institute (NCI), clinical scientists, imaging experts, …
Administration (FDA), National Cancer Institute (NCI), clinical scientists, imaging experts, …
Clinical and radiographic spectrum of pathologically confirmed tumefactive multiple sclerosis
Atypical imaging features of multiple sclerosis lesions include size >2 cm, mass effect, oedema
and/or ring enhancement. This constellation is often referred to as ‘tumefactive multiple …
and/or ring enhancement. This constellation is often referred to as ‘tumefactive multiple …
Imaging classification of autosomal dominant polycystic kidney disease: a simple model for selecting patients for clinical trials
…, ZM El-Zoghby, PC Harris, BJ Erickson… - Journal of the …, 2015 - journals.lww.com
The rate of renal disease progression varies widely among patients with autosomal dominant
polycystic kidney disease (ADPKD), necessitating optimal patient selection for enrollment …
polycystic kidney disease (ADPKD), necessitating optimal patient selection for enrollment …
Prevalence of femoroacetabular impingement imaging findings in asymptomatic volunteers: a systematic review
JM Frank, JD Harris, BJ Erickson, W Slikker III… - … : The Journal of …, 2015 - Elsevier
Purpose The aim of this study was to determine the prevalence of radiographic findings
suggestive of femoroacetabular impingement (FAI) in asymptomatic individuals. Methods A …
suggestive of femoroacetabular impingement (FAI) in asymptomatic individuals. Methods A …
The effects of changes in utilization and technological advancements of cross-sectional imaging on radiologist workload
…, FE Diehn, CH Hunt, BJ Bartholmai, BJ Erickson… - Academic radiology, 2015 - Elsevier
Rationale and Objectives To examine the effect of changes in utilization and advances in
cross-sectional imaging on radiologists' workload. Materials and Methods All computed …
cross-sectional imaging on radiologists' workload. Materials and Methods All computed …
Association of maximal extent of resection of contrast-enhanced and non–contrast-enhanced tumor with survival within molecular subgroups of patients with newly …
Importance Per the World Health Organization 2016 integrative classification, newly
diagnosed glioblastomas are separated into isocitrate dehydrogenase gene 1 or 2 (IDH)–wild-type …
diagnosed glioblastomas are separated into isocitrate dehydrogenase gene 1 or 2 (IDH)–wild-type …
Rate of return to pitching and performance after Tommy John surgery in Major League Baseball pitchers
BJ Erickson, AK Gupta, JD Harris… - … American journal of …, 2014 - journals.sagepub.com
Background: Medial ulnar collateral ligament (UCL) reconstruction is a common procedure
performed on Major League Baseball (MLB) pitchers in the United States. Purpose: To …
performed on Major League Baseball (MLB) pitchers in the United States. Purpose: To …
