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2020 – today
- 2024
[j16]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: 42974-42991 (2024)- [j15]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): 125 (2024) - [c19]Tony E. Astuhuaman Davila, Daniel B. Hier, Tayo Obafemi-Ajayi:
Towards Explainability of Dimension Reduction Plots of Unsupervised Learning Model Outcomes. CIBCB 2024: 1-9 - [c18]Ngoc Do, Daniel B. Hier, Tayo Obafemi-Ajayi:
Evaluation of Transfer Learning Models on Traumatic Brain Injury Severity Classification. CIBCB 2024: 1-8 - [i6]Syed I. Munzir, Daniel B. Hier, Michael D. Carrithers:
High Throughput Phenotyping of Physician Notes with Large Language and Hybrid NLP Models. CoRR abs/2403.05920 (2024) - [i5]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 abs/2403.20246 (2024) - [i4]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 abs/2406.14757 (2024) - [i3]Daniel B. Hier, S. Ilyas Munzir, Anne Stahlfeld, Tayo Obafemi-Ajayi, Michael D. Carrithers:
High-Throughput Phenotyping of Clinical Text Using Large Language Models. CoRR abs/2408.01214 (2024) - [i2]Daniel B. Hier, Thanh Son Do, Tayo Obafemi-Ajayi:
A Simplified Retriever to Improve Accuracy of Phenotype Normalizations by Large Language Models. CoRR abs/2409.13744 (2024) - [i1]Daniel B. Hier, Thanh Son Do, Tayo Obafemi-Ajayi:
When Less Is Not More: Large Language Models Normalize Less-Frequent Terms with Lower Accuracy. CoRR abs/2409.13746 (2024) - 2023
- [j14]Daniel B. Hier, Michael D. Carrithers, Jorge M. Rodríguez-Fernández, Benjamin Kummer:
Editorial: The digitalization of neurology. Frontiers Digit. Health 5 (2023) - [j13]Daniel B. Hier, Raghu Yelugam, Michael D. Carrithers, Donald C. Wunsch:
The visualization of Orphadata neurology phenotypes. Frontiers Digit. Health 5 (2023) - [j12]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) - [c17]Godwin Ekuma, Daniel B. Hier, Tayo Obafemi-Ajayi:
An Explainable Deep Learning Model for Prediction of Severity of Alzheimer's Disease. CIBCB 2023: 1-8 - 2022
- [j11]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) - [j10]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) - [j9]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) - [j8]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): 1365-1378 (2022) - 2021
- [c16]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: 1-6 - [c15]Donald C. Wunsch, Daniel B. Hier:
Subsumption reduces dataset dimensionality without decreasing performance of a machine learning classifier. EMBC 2021: 1618-1621 - [c14]Sima Azizi, Daniel B. Hier, Donald C. Wunsch:
Schizophrenia Classification Using Resting State EEG Functional Connectivity: Source Level Outperforms Sensor Level. EMBC 2021: 1770-1773 - 2020
- [j7]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: 180690-180705 (2020) - [j6]Daniel B. Hier, Steven U. Brint:
A Neuro-ontology for the neurological examination. BMC Medical Informatics Decis. Mak. 20(1): 47 (2020) - [j5]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): 203 (2020) - [c13]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: 5514-5518
2010 – 2019
- 2010
- [j4]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): 332-338 (2010)
2000 – 2009
- 2008
- [c12]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: 739-743 - 2006
- [c11]Chiang S. Jao, Daniel B. Hier:
Overcoming Limitations of Data Entry for the Semi-Automated Detection of Drug Orphans in the EMR. AMIA 2006 - [c10]Chiang S. Jao, Daniel B. Hier:
Adapting User Interface to Expedite Physician Order Entry: A Frontline to Ensure Patient Safety. SMC 2006: 1799-1803 - 2005
- [j3]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): 657-662 (2005) - 2004
- [c9]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: 1300-1303 - 2003
- [c8]Chiang S. Jao, Daniel B. Hier, Jian Su:
Evaluating a Digital Resident Diagnosis Log: Reasons for Limited Acceptance of a PDA Solution. AMIA 2003 - 2001
- [c7]Chiang S. Jao, Daniel B. Hier, Winifred Dollar, Wenying Fu:
Porting a Mental Expert System to a Mainstream Programming Environment. AMIA 2001
1990 – 1999
- 1999
- [j2]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): 70-73 (1999) - 1995
- [j1]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): 1-3 (1995) - 1994
- [c6]Deng-Yiv 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: 16-21 - 1993
- [c5]Chiang S. Jao, Daniel B. Hier:
Applying hypermedia and expert system technology to the neurological consultation. CBMS 1993: 118-123 - 1990
- [c4]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: 548-555
1980 – 1989
- 1989
- [c3]Guang-Nay Wang, Martha W. Evens, Daniel B. Hier:
LITREF-a microcomputer based information retrieval system supporting stroke diagnosis, design, and development. CBMS 1989: 46-51 - [c2]Kenneth G. Bobis, Martha W. Evens, Daniel B. Hier:
Automating the knowledge acquisition process in medical expert systems. CBMS 1989: 81-88 - 1986
- [c1]Ping-Yang Li, Martha W. Evens, Daniel B. Hier:
Generating Medical Case Reports with the Linguistic String Parser. AAAI 1986: 1069-1073
Coauthor Index
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last updated on 2024-10-23 20:36 CEST by the dblp team
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