Application of multilayer perceptron and radial basis function neural networks in differentiating between chronic obstructive pulmonary and congestive heart failure diseases. - Saeed Mehrabi 003; Mehran Maghsoudloo; Hossein Arabalibeik; Rezvan Noormand; Yones Nozari (Expert Syst. Appl., 2009)

Event Causality Identification Using Conditional Random Field in Geriatric Care Domain. - Saeed Mehrabi 003; Anand Krishnan; Eric Tinsley; Jon Sligh; Natalie Crohn; Heather Bush; Jason Depasquale; Jean Bandos; Mathew Palakal (ICMLA (1), 2013)

Effects of Data Transformation Methods on Classification of Patients Diagnosed with Myocardial Infarction. - Saeed Mehrabi 003; Iman Mohammadi; Kislaya Kunjan; Hadi Kharrazi (MedInfo, 2013)

An Efficient Pancreatic Cyst Identification Methodology Using Natural Language Processing. - Saeed Mehrabi 003; C. Max Schmidt; Joshua A. Waters; Chris Beesley; Anand Krishnan; Joe Kesterson; Paul R. Dexter; Mohammed A. Al-Haddad; William M. Tierney; Mathew J. Palakal (MedInfo, 2013)

A Deep Learning Framework for Improving Medical Information Retrieval. - Dingcheng Li; Saeed Mehrabi 003; Yue Yu; Hongfang Liu (AMIA, 2015)

Exploring Gaps of Family History Documentation in EHR for Precision Medicine - A Case Study of Familial Hypercholesterolemia Ascertainment. - Saeed Mehrabi 003; Mayya S. Safarova; Iftikhar J. Kullo; Hongfang Liu (AMIA, 2015)

A frequency-filtering strategy of obtaining PHI-free sentences from clinical data repository. - Dingcheng Li; Majid Rastegar-Mojarad; Ravikumar Komandur Elayavilli; Yanshan Wang; Saeed Mehrabi 003; Yue Yu; Sunghwan Sohn; Yanpeng Li; Naveed Afzal; Hongfang Liu (BCB, 2015)

Temporal Pattern and Association Discovery of Diagnosis Codes Using Deep Learning. - Saeed Mehrabi 003; Sunghwan Sohn; Dingcheng Li; Joshua J. Pankratz; Terry M. Therneau; Jennifer L. St. Sauver; Hongfang Liu; Mathew J. Palakal (ICHI, 2015)

Retrieval of Semantically Similar Healthcare Questions in Healthcare Forums. - Yanshan Wang; Saeed Mehrabi 003; Majid Rastegar-Mojarad; Dingcheng Li; Hongfang Liu (ICHI, 2015)

A Frequency-based Strategy of Obtaining Sentences from Clinical Data Repository for Crowdsourcing. - Dingcheng Li; Majid Rastegar-Mojarad; Yanpeng Li; Sunghwan Sohn; Saeed Mehrabi 003; Ravikumar Komandur Elayavilli; Yue Yu; Hongfang Liu (MedInfo, 2015)

Identification of Patients with Family History of Pancreatic Cancer - Investigation of an NLP System Portability. - Saeed Mehrabi 003; Anand Krishnan; Alexandra M. Roch; Heidi Schmidt; Dingcheng Li; Joe Kesterson; Chris Beesley; Paul R. Dexter; C. Max Schmidt; Mathew J. Palakal; Hongfang Liu (MedInfo, 2015)

DEEPEN: A negation detection system for clinical text incorporating dependency relation into NegEx. - Saeed Mehrabi 003; Anand Krishnan; Sunghwan Sohn; Alexandra M. Roch; Heidi Schmidt; Joe Kesterson; Chris Beesley; Paul R. Dexter; C. Max Schmidt; Hongfang Liu; Mathew J. Palakal (J. Biomed. Informatics, 2015)

MayoBMI at ImageCLEF 2016 Handwritten Document Retrieval Task. - Sijia Liu 002; Yanshan Wang; Saeed Mehrabi 003; Dingcheng Li; Hongfang Liu (CLEF (Working Notes), 2016)

Exploring Gaps of Family History Documentation in EHR for Precision Medicine - A Case Study of Familial Hypercholesterolemia Ascertainment. - Saeed Mehrabi 003; Yanshan Wang; Donna M. Ihrke; Hongfang Liu (CRI, 2016)

A Part-Of-Speech term weighting scheme for biomedical information retrieval. - Yanshan Wang; Stephen T. Wu; Dingcheng Li; Saeed Mehrabi 003; Hongfang Liu (J. Biomed. Informatics, 2016)

Automatic Extraction of Major Osteoporotic Fractures from Radiology Reports using Natural Language Processing. - Yanshan Wang; Saeed Mehrabi 003; Sunghwan Sohn; Elizabeth J. Atkinson; Shreyasee Amin; Hongfang Liu (ICHI Workshops, 2018)

Clinical information extraction applications: A literature review. - Yanshan Wang; Liwei Wang 010; Majid Rastegar-Mojarad; Sungrim Moon; Feichen Shen; Naveed Afzal; Sijia Liu 002; Yuqun Zeng; Saeed Mehrabi 003; Sunghwan Sohn; Hongfang Liu (J. Biomed. Informatics, 2018)

Natural language processing of radiology reports for identification of skeletal site-specific fractures. - Yanshan Wang; Saeed Mehrabi 003; Sunghwan Sohn; Elizabeth J. Atkinson; Shreyasee Amin; Hongfang Liu (BMC Medical Informatics Decis. Mak., 2019)

Word Embedding and Clustering for Patient-Centered Redesign of Appointment Scheduling in Ambulatory Care Settings. - Iman Mohammadi; Saeed Mehrabi 003; Bryce Sutton; Huanmei Wu (AMIA, 2021)