Using RxNorm to Extract Medication Data from Electronic Health Records in the Rochester Epidemiology Project. - Jyotishman Pathak; Shawn P. Murphy; Brian N. Willaert; Hilal M. Kremers; Christopher G. Chute; Barbara P. Yawn; Walter A. Rocca (ICBO, 2011)

Research and applications: An electronic health record driven algorithm to identify incident antidepressant medication users. - William V. Bobo; Jyotishman Pathak; Hilal Maradit Kremers; Barbara P. Yawn; Scott M. Brue; Cynthia J. Stoppel; Paul E. Croarkin; Jennifer St Sauver; Mark A. Frye; Walter A. Rocca (J. Am. Medical Informatics Assoc., 2014)

DeepTKAClassifier: Brand Classification of Total Knee Arthroplasty Implants Using Explainable Deep Convolutional Neural Networks. - Shi Yan; Taghi Ramazanian; Elham Sagheb; Sunyang Fu; Sunghwan Sohn; David G. Lewallen; Hongfang Liu; Walter K. Kremers; Vipin Chaudhary; Michael J. Taunton; Hilal Maradit Kremers; Ahmad P. Tafti (ISVC (2), 2020)

Word Embedding Neural Networks to Advance Knee Osteoarthritis Research. - Soheyla Amirian; Husam Ghazaleh; Mehdi Assefi; Hilal Maradit Kremers; Hamid R. Arabnia; Johannes F. Plate; Ahmad P. Tafti (CSCI, 2022)

Automated Detection of Type of Scoliosis Surgery from Operative Notes Using Natural Language Processing. - Elham Sagheb; Taghi Ramazanian; A. Noelle Larson; Sunghwan Sohn; Hilal Maradit Kremers (ICHI, 2022)

Automated Cobb Angle Measurement in Adolescent Idiopathic Scoliosis: Validation of a Previously-Published Deep Learning Method. - Shi Yan; Caroline Constant; Taghi Ramazanian; Hilal Maradit Kremers; A. Noelle Larson (ICHI, 2022)

Give me a knee radiograph, I will tell you where the knee joint area is: a deep convolutional neural network adventure. - Shi Yan; Taghi Ramazanian; Elham Sagheb; Walter K. Kremers; Vipin Chaudhary; Michael J. Taunton; Hilal Maradit Kremers; Ahmad P. Tafti (CoRR, 2022)

Machine Learning Models for Prediction of Joint Infections Following Hip Replacement Surgery. - Hilal Maradit Kremers; Sunghwan Sohn; Walter K. Kremers (BIBM, 2023)

Enforcing Explainable Deep Few-Shot Learning to Analyze Plain Knee Radiographs: Data from the Osteoarthritis Initiative. - Nickolas Littlefield; Hamidreza Moradi; Soheyla Amirian; Hilal Maradit Kremers; Johannes F. Plate; Ahmad P. Tafti (ICHI, 2023)