Daniel B. Hier

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 20

Top Topics

Biomedical Data

High Throughput

Traumatic Brain Injury

Top Venues

Frontiers Digit. Health

BMC Medical Informatics Decis. Mak.

Publications

Sasha Petrenko, Daniel B. Hier, Mary A. Bone, Tayo Obafemi-Ajayi, Erik J. Timpson, William E. Marsh, Michael Speight, Donald C. Wunsch
Analyzing Biomedical Datasets with Symbolic Tree Adaptive Resonance Theory. Inf. 15 (3) (2024)
Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin M. Burns, Sasha Petrenko, Donald C. Wunsch II
Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids. CoRR (2024)
Syed I. Munzir, Daniel B. Hier, Michael D. Carrithers
High Throughput Phenotyping of Physician Notes with Large Language and Hybrid NLP Models. CoRR (2024)
Syed I. Munzir, Daniel B. Hier, Chelsea Oommen, Michael D. Carrithers
A Large Language Model Outperforms Other Computational Approaches to the High-Throughput Phenotyping of Physician Notes. CoRR (2024)
Arnold A. Harder, Gayla R. Olbricht, Godwin Ekuma, Daniel B. Hier, Tayo Obafemi-Ajayi
Multiple Imputation for Robust Cluster Analysis to Address Missingness in Medical Data. IEEE Access 12 (2024)
Daniel B. Hier, Raghu Yelugam, Michael D. Carrithers, Donald C. Wunsch
The visualization of Orphadata neurology phenotypes. Frontiers Digit. Health 5 (2023)
Daniel B. Hier, Michael D. Carrithers, Jorge M. Rodríguez-Fernández, Benjamin Kummer
Editorial: The digitalization of neurology. Frontiers Digit. Health 5 (2023)
Godwin Ekuma, Daniel B. Hier, Tayo Obafemi-Ajayi
An Explainable Deep Learning Model for Prediction of Severity of Alzheimer's Disease. CIBCB (2023)
Chelsea Oommen, Quentin Howlett-Prieto, Michael D. Carrithers, Daniel B. Hier
Inter-rater agreement for the annotation of neurologic signs and symptoms in electronic health records. Frontiers Digit. Health 5 (2023)
Lien A. Bui, Dacosta Yeboah, Louis Steinmeister, Sima Azizi, Daniel B. Hier, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
Heterogeneity in Blood Biomarker Trajectories After Mild TBI Revealed by Unsupervised Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Jorge M. Rodríguez-Fernández, Jeffrey A. Loeb, Daniel B. Hier
It's time to change our documentation philosophy: writing better neurology notes without the burnout. Frontiers Digit. Health 4 (2022)
Quentin Howlett-Prieto, Chelsea Oommen, Michael D. Carrithers, Donald C. Wunsch, Daniel B. Hier
Subtypes of relapsing-remitting multiple sclerosis identified by network analysis. Frontiers Digit. Health 4 (2022)
Sima Azizi, Daniel B. Hier, Donald C. Wunsch II
Enhanced neurologic concept recognition using a named entity recognition model based on transformers. Frontiers Digit. Health 4 (2022)
Donald C. Wunsch, Daniel B. Hier
Subsumption reduces dataset dimensionality without decreasing performance of a machine learning classifier. EMBC (2021)
Dacosta Yeboah, Hung Nguyen, Daniel B. Hier, Gayla R. Olbricht, Tayo Obafemi-Ajayi
A deep learning model to predict traumatic brain injury severity and outcome from MR images. CIBCB (2021)
Sima Azizi, Daniel B. Hier, Donald C. Wunsch
Schizophrenia Classification Using Resting State EEG Functional Connectivity: Source Level Outperforms Sensor Level. EMBC (2021)
Zachary Roy, Sujit Subhash, Lien A. Bui, Bassam Hadi, Daniel B. Hier, Donald Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
Exploratory Analysis of Concussion Recovery Trajectories using Multi-modal Assessments and Serum Biomarkers. EMBC (2020)
Daniel B. Hier, Jonathan Kopel, Steven U. Brint, Donald C. Wunsch, Gayla R. Olbricht, Sima Azizi, Blaine Allen
Evaluation of standard and semantically-augmented distance metrics for neurology patients. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Dacosta Yeboah, Louis Steinmeister, Daniel B. Hier, Bassam Hadi, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
An Explainable and Statistically Validated Ensemble Clustering Model Applied to the Identification of Traumatic Brain Injury Subgroups. IEEE Access 8 (2020)
Daniel B. Hier, Steven U. Brint
A Neuro-ontology for the neurological examination. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
William L. Galanter, Daniel B. Hier, Chiang S. Jao, David Sarne
Computerized physician order entry of medications and clinical decision support can improve problem list documentation compliance. Int. J. Medical Informatics 79 (5) (2010)
Chiang S. Jao, Daniel B. Hier, William L. Galanter
Using clinical decision support to maintain medication and problem lists A pilot study to yield higher patient safety. SMC (2008)
Chiang S. Jao, Daniel B. Hier
Overcoming Limitations of Data Entry for the Semi-Automated Detection of Drug Orphans in the EMR. AMIA (2006)
Chiang S. Jao, Daniel B. Hier
Adapting User Interface to Expedite Physician Order Entry: A Frontline to Ensure Patient Safety. SMC (2006)
Daniel B. Hier, Adam S. Rothschild, Anne LeMaistre, Joy Keeler
Differing faculty and housestaff acceptance of an electronic health record. Int. J. Medical Informatics 74 (7-8) (2005)
Daniel B. Hier, Adam S. Rothschild, Anne LeMaistre, Joy Keeler
Differing Faculty and Housestaff Acceptance of an Electronic Health Record One-Year After Implementation. MedInfo (2004)
Chiang S. Jao, Daniel B. Hier, Jian Su
Evaluating a Digital Resident Diagnosis Log: Reasons for Limited Acceptance of a PDA Solution. AMIA (2003)
Chiang S. Jao, Daniel B. Hier, Winifred Dollar, Wenying Fu
Porting a Mental Expert System to a Mainstream Programming Environment. AMIA (2001)
Chiang S. Jao, Daniel B. Hier, Steven U. Brint
The display of photographic-quality images on the Web: a comparison of two technologies. IEEE Trans. Inf. Technol. Biomed. 3 (1) (1999)
Chiang S. Jao, Daniel B. Hier, Steven U. Brint
Technical Brief: Converting Laserdisc Video to Digital Video: A Demonstration Project Using Brain Animations. J. Am. Medical Informatics Assoc. 2 (1) (1995)
Deng Y. Chiu, Chung C. Chang, Martha W. Evens, Johug C. Chern, Daniel B. Hier, David A. Trace, Frank Naeymi-Rad
A complete, hypermedia medical decision analysis support system. CBMS (1994)
Chiang S. Jao, Daniel B. Hier
Applying hypermedia and expert system technology to the neurological consultation. CBMS (1993)
Guang-Nay Wang, Martha W. Evens, Daniel B. Hier
On the evaluation of LITREF: a PC-based information retrieval system to support stroke diagnosis. CBMS (1990)
Kenneth G. Bobis, Martha W. Evens, Daniel B. Hier
Automating the knowledge acquisition process in medical expert systems. CBMS (1989)
Guang-Nay Wang, Martha W. Evens, Daniel B. Hier
LITREF-a microcomputer based information retrieval system supporting stroke diagnosis, design, and development. CBMS (1989)
Ping-Yang Li, Martha W. Evens, Daniel B. Hier
Generating Medical Case Reports with the Linguistic String Parser. AAAI (1986)