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 (BHI, 2019)

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 (AMIA, 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 (BIBM, 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 (ISVC (2), 2020)

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)

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)

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)

Explainable Diagnosis Prediction through Neuro-Symbolic Integration. - Qiuhao Lu; Rui Li; Elham Sagheb; Andrew Wen; Jinlian Wang; Liwei Wang 010; Jungwei W. Fan 001; Hongfang Liu (CoRR, 2024)