Elham Sagheb

According to our database, Elham Sagheb authored at least 7 papers between 2019 and 2022.

Collaborative distances:

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

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 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

2021

Identification of asthma control factor in clinical notes using a hybrid deep learning model.

Bhavani Singh Agnikula Kshatriya, Elham Sagheb, Chung-Il Wi, Jungwon Yoon, Hee Yun Seol, Young J. Juhn, Sunghwan Sohn

BMC Medical Informatics Decis. Mak., 2021

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

Deep Learning Identification of Asthma Inhaler Techniques in Clinical Notes.

Bhavani Singh Agnikula Kshatriya, Elham Sagheb, Chung-Il Wi, Jungwon Yoon, Hee Yun Seol, Young J. Juhn, Sunghwan Sohn

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Assessing Clinician's Adherence to Asthma Guidelines for Asthma Control Status using Natural Language Processing in a Primary Care Setting.

Elham Sagheb, Jungwon Yoon, Chung-Il Wi, Pragya Shrestha, Euijung Ryu, Miguel Park, Barbara P. Yawn, Hongfang Liu, Young J. Juhn, Sunghwan Sohn

Proceedings of the AMIA 2020, 2020

2019

Integrating word embedding neural networks with PubMed abstracts to extract keyword proximity of chronic diseases.

Ahmad P. Tafti, Yanshan Wang, Feichen Shen, Elham Sagheb, Paul R. Kingsbury, Hongfang Liu

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019