121 citations · 261 across the 7 of their papers we have counts for
3 papers · 1 filter
Improved Diagnosis of Tibiofemoral Cartilage Defects on MRI Images Using Deep Learning
Gergo Merkely, Alireza Borjali, Molly Zgoda +5
Background: MRI is the modality of choice for cartilage imaging; however, its diagnostic performance is variable and significantly lower than the gold standard diagnostic knee arth…
Is Machine Learning Able to Detect and Classify Failure in Piezoresistive Bone Cement Based on Electrical Signals?
Hamid Ghaednia, Crystal E. Owens, Lily E. Keiderling +4
At an estimated cost of $8 billion annually in the United States, revision surgeries to total joint replacements represent a substantial financial burden to the health care system.…
Natural Language Processing with Deep Learning for Medical Adverse Event Detection from Free-Text Medical Narratives: A Case Study of Detecting Total Hip Replacement Dislocation
Alireza Borjali, Martin Magneli, David Shin +3
Accurate and timely detection of medical adverse events (AEs) from free-text medical narratives is challenging. Natural language processing (NLP) with deep learning has already sho…