Hilal M. Kremers

According to our database, Hilal M. Kremers authored at least 10 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Uncertainty-Quantified and Explainable Age- and Sex-Aware Contrastive Learning for Knee Osteoarthritis Classification.

Fengyi Gao, Farnaz Rezvani, Yushui Han, Michael Kann, Nickolas Littlefield, Hilal Maradit Kremers, Adolph J. Yates, Johannes F. Plate, Ahmad P. Tafti

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

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

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Machine Learning Models for Prediction of Joint Infections Following Hip Replacement Surgery.

Hilal Maradit Kremers, Sunghwan Sohn, Walter K. Kremers

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

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

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

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 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

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

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

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2020

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

Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

2014

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

2011

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

Proceedings of the 2nd International Conference on Biomedical Ontology, 2011