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Selected Works of Daniel Hier

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About Daniel Hier

Present	Professor, Missouri University of Science and Technology ‐ Electrical and Computer Engineering
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Electrical and Computer Engineering

http://orcid.org/0000-0002-6179-0793

Analyzing Biomedical Datasets With Symbolic Tree Adaptive Resonance Theory

Information (Switzerland) (2024)

Sasha Petrenko, Daniel B. Hier, Mary A. Bone, Tayo Obafemi-Ajayi, et al.

Biomedical Datasets Distill Many Mechanisms Of Human Diseases, Linking Diseases To Genes And Phenotypes (Signs And Symptoms Of Disease), Genetic ...

Multiple Imputation For Robust Cluster Analysis To Address Missingness In ...

IEEE Access (2024)

Arnold Harder, Gayla R. Olbricht, Godwin Ekuma, Daniel B. Hier, et al.

Cluster Analysis Has Been Applied To A Wide Range Of Problems As An Exploratory Tool To Enhance Knowledge Discovery. Clustering ...

An Explainable Deep Learning Model For Prediction Of Severity Of ...

CIBCB 2023 - 20th IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (2023)

Godwin Ekuma, Daniel B. Hier and Tayo Obafemi-Ajayi

Deep Convolutional Neural Networks (CNNs) have become the go-To method for medical imaging classification on various imaging modalities for binary ...

Editorial: The Digitalization Of Neurology

Frontiers in Digital Health (2023)

Daniel B. Hier, Michael D. Carrithers, Jorge M. Rodríguez-Fernández and Benjamin Kummer

Enhanced Neurologic Concept Recognition using a Named Entity Recognition Model ...

Frontiers in Digital Health (2022)

Sima Azizi, Daniel B. Hier and Donald C. Wunsch

Although Deep Learning Has Been Applied to the Recognition of Diseases and Drugs in Electronic Health Records and the Biomedical ...

It’s Time to Change Our Documentation Philosophy: Writing Better ...

Frontiers in Digital Health (2022)

Jorge M. Rodríguez-Fernández, Jeffrey A. Loeb and Daniel B. Hier

Succinct Clinical Documentation is Vital to Effective Twenty-First-Century Healthcare. Recent Changes in Outpatient and Inpatient Evaluation and Management (E/M) Guidelines ...

Heterogeneity in Blood Biomarker Trajectories after Mild TBI Revealed by ...

IEEE/ACM Transactions on Computational Biology and Bioinformatics (2021)

Lien A. Bui, Dacosta Yeboah, Louis Steinmeister, Sima Azizi, et al.

Concussions, also known as mild traumatic brain injury (mTBI), are a growing health challenge. Approximately four million concussions are diagnosed ...

A Kinetic Model for Blood Biomarker Levels After Mild Traumatic ...

Frontiers in Neurology (2021)

Traumatic brain injury (TBI) imposes a significant economic and social burden. The diagnosis and prognosis of mild TBI, also called ...

A Deep Learning Model to Predict Traumatic Brain Injury Severity ...

2021 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2021 (2021)

Dacosta Yeboah, Hung Nguyen, Daniel B. Hier, Gayla R. Olbricht, et al.

For Many Neurological Disorders, Including Traumatic Brain Injury (TBI), Neuroimaging Information Plays a Crucial Role Determining Diagnosis and Prognosis. TBI ...

Handling missing data for unsupervised learning with an application on ...

Mathematics and Statistics Faculty Research & Creative Works (2020)

Louis Steinmeister, Dacosta Yeboah, Gayla Olbricht, Tayo Obafemi-Ajayi, et al.

"The problem of missing data and imputation have been widely discussed amongst specialists. However, many data scientists and applied statisticians ...

A Neuro-Ontology for the Neurological Examination

BMC Medical Informatics and Decision Making (2020)

Daniel B. Hier and Steven U. Brint

Background: The Use of Clinical Data in Electronic Health Records for Machine-Learning or Data Analytics Depends on the Conversion of ...

Electronic Health Records: is Mindfulness the Solution?

Baylor University Medical Center Proceedings (2019)

Jonathan Kopel, Daniel Hier and Paul Thomas

Communication Simulation Training in Medical Education

Baylor University Medical Center Proceedings (2019)

Jonathan Kopel, Daniel Hier and Paul Thomas

Computerized Physician Order Entry of Medications and Clinical Decision Support ...

Clinical Problem Lists in the Electronic Health Record (2014)

William L. Galanter, Daniel B. Hier, Chiang Jao and David Sarne

The Problem List is a Key and Required [1] Element of Both the Paper Record and EMR. Weed [2] and ...

Computerized Physician Order Entry of Medications and Clinical Decision Support ...

International Journal of Medical Informatics (2010)

William L. Galanter, Daniel B. Hier, Chiang Jao and David Sarne

Objective: The Problem List is a Key and Required Element of the Electronic Medical Record (EMR). Problem Lists May Contribute ...

Health Information Technology and Electronic Health Records in Neurologic Practice

Neurologic Clinics (2010)

Gregory J. Esper, Oksana Drogan, William S. Henderson, Amanda Becker, et al.

The Tipping Point for Electronic Health Records (EHR) Has Been Reached and Universal Adoption in the United States is Now ...

Surgical Neurology (2008)

Surgical Neurology (2007)

Surgical Neurology (2007)

Motor Reorganization in Multiple Sclerosis

Neurological Research (2007)

Jun Wang and Daniel B. Hier

Objective: to Assess Intra-Hemispheric and Interhemispheric Reorganization of Motor Activation in Multiple Sclerosis (MS). Motor Reorganization May Contribute to Minimizing ...

Adapting User Interface to Expedite Physician Order Entry: A Frontline ...

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics (2006)

Chiang S. Jao and Daniel B. Hier

Preventable Medical Errors Are a Major Problem in Healthcare. Maintenance of Accurate Problem Lists and Drug Lists in the Electronic ...

Making the Neurology Clerkship More Effective: Can E-Textbook Facilitate Learning?

Neurological Research (2005)

Chiang S. Jao, Steven U. Brint and Daniel B. Hier

Objective: in 1998, the 4-Week Neurology Elective Clerkship Was Converted into a 2-Week Required Neurology Rotation at the University of ...

Differing Faculty and Housestaff Acceptance of an Electronic Health Record

International Journal of Medical Informatics (2005)

Daniel B. Hier, Adam Rothschild, Anne LeMaistre and Joy Keeler

In Order to Determine Whether Differences Exist between Housestaff and Faculty Physician Acceptance of an Electronic Health Record System, We ...

Mental Status Expert: An Expert System for Scoring and Reporting ...

Neurological Research (2004)

Daniel B. Hier, Yossri Ashour, Chiang Sen Jao and Jian Su

For Neurology Clerks and Residents, the Mental Status Examination is Often the Most Difficult Part of the Neurological Examination. We ...

Middle Cerebral Artery Disease

Stroke: Pathophysiology, Diagnosis, and Management (2004)

J. P. Mohr, Ronald M. Lazar, Randolph S. Marshall and Daniel B. Hier