Daniel B. Hier

53 papers A* 1B 7C 5Misc 3Journal 30Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A formal explanation space for the simultaneous clustering of neurologic diseases based on their signs and symptoms. BMC Medical Informatics Decis. Mak. Raghu Yelugam, Daniel B. Hier, Tayo Obafemi-Ajayi, Michael D. Carrithers, Donald C. Wunsch II
2026	J	`jnl`	Latent Knowledge as a Predictor of Fact Acquisition in Fine-Tuned Large Language Models. CoRR Daniel B. Hier, Tayo Obafemi-Ajayi
2025	J	`jnl`	A simplified retriever to improve accuracy of phenotype normalizations by large language models. Frontiers Digit. Health Daniel B. Hier, Thanh Son Do, Tayo Obafemi-Ajayi
2025	C	`conf`	Balanced Benchmarking of Zero-Shot and RAG Approaches for Biomedical Term Normalization. CIBCB Thanh Son Do, Daniel B. Hier, Tayo Obafemi-Ajayi
2025	J	`jnl`	Efficient Standardization of Clinical Notes using Large Language Models. CoRR Daniel B. Hier, Michael D. Carrithers, Thanh Son Do, Tayo Obafemi-Ajayi
2025	J	`jnl`	From Memorization to Generalization: Fine-Tuning Large Language Models for Biomedical Term-to-Identifier Normalization. CoRR Suswitha Pericharla, Daniel B. Hier, Tayo Obafemi-Ajayi
2025	—	`conf`	Mapping Biomedical Ontology Terms to Ids: Effect of Domain Prevalence on Prediction Accuracy. CAI Thanh Son Do, Daniel B. Hier, Tayo Obafemi-Ajayi
2025	J	`jnl`	Predicting Failures of LLMs to Link Biomedical Ontology Terms to Identifiers Evidence Across Models and Ontologies. CoRR Daniel B. Hier, Steven Keith Platt, Tayo Obafemi-Ajayi
2025	J	`jnl`	Preprocessing of Physician Notes by LLMs Improves Clinical Concept Extraction Without Information Loss. Inf. Daniel B. Hier, Michael D. Carrithers, Steven Keith Platt, Anh Nguyen, Ioannis Giannopoulos, Tayo Obafemi-Ajayi
2025	J	`jnl`	Prior Knowledge Shapes Success When Large Language Models Are Fine-Tuned for Biomedical Term Normalization. Inf. Daniel B. Hier, Steven Keith Platt, Anh Nguyen
2024	J	`jnl`	A Large Language Model Outperforms Other Computational Approaches to the High-Throughput Phenotyping of Physician Notes. CoRR Syed I. Munzir, Daniel B. Hier, Chelsea Oommen, Michael D. Carrithers
2024	J	`jnl`	A Simplified Retriever to Improve Accuracy of Phenotype Normalizations by Large Language Models. CoRR Daniel B. Hier, Thanh Son Do, Tayo Obafemi-Ajayi
2024	J	`jnl`	Analyzing Biomedical Datasets with Symbolic Tree Adaptive Resonance Theory. Inf. Sasha Petrenko, Daniel B. Hier, Mary A. Bone, Tayo Obafemi-Ajayi, Erik J. Timpson, William E. Marsh, Michael Speight, Donald C. Wunsch
2024	J	`jnl`	Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids. CoRR Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin M. Burns, Sasha Petrenko, Donald C. Wunsch II
2024	C	`conf`	Evaluation of Transfer Learning Models on Traumatic Brain Injury Severity Classification. CIBCB Ngoc Do, Daniel B. Hier, Tayo Obafemi-Ajayi
2024	—	`conf`	High Throughput Phenotyping of Physician Notes with Large Language and Hybrid NLP Models. EMBC Syed I. Munzir, Daniel B. Hier, Michael D. Carrithers
2024	J	`jnl`	High Throughput Phenotyping of Physician Notes with Large Language and Hybrid NLP Models. CoRR Syed I. Munzir, Daniel B. Hier, Michael D. Carrithers
2024	—	`conf`	High-Throughput Phenotyping of Clinical Text Using Large Language Models. BHI Daniel B. Hier, S. Ilyas Munzir, Anne Stahlfeld, Tayo Obafemi-Ajayi, Michael D. Carrithers
2024	J	`jnl`	High-Throughput Phenotyping of Clinical Text Using Large Language Models. CoRR Daniel B. Hier, S. Ilyas Munzir, Anne Stahlfeld, Tayo Obafemi-Ajayi, Michael D. Carrithers
2024	J	`jnl`	Multiple Imputation for Robust Cluster Analysis to Address Missingness in Medical Data. IEEE Access Arnold A. Harder, Gayla R. Olbricht, Godwin Ekuma, Daniel B. Hier, Tayo Obafemi-Ajayi
2024	C	`conf`	Towards Explainability of Dimension Reduction Plots of Unsupervised Learning Model Outcomes. CIBCB Tony E. Astuhuaman Davila, Daniel B. Hier, Tayo Obafemi-Ajayi
2024	J	`jnl`	When Less Is Not More: Large Language Models Normalize Less-Frequent Terms with Lower Accuracy. CoRR Daniel B. Hier, Thanh Son Do, Tayo Obafemi-Ajayi
2023	C	`conf`	An Explainable Deep Learning Model for Prediction of Severity of Alzheimer's Disease. CIBCB Godwin Ekuma, Daniel B. Hier, Tayo Obafemi-Ajayi
2023	J	`jnl`	Editorial: The digitalization of neurology. Frontiers Digit. Health Daniel B. Hier, Michael D. Carrithers, Jorge M. Rodríguez-Fernández, Benjamin Kummer
2023	J	`jnl`	Inter-rater agreement for the annotation of neurologic signs and symptoms in electronic health records. Frontiers Digit. Health Chelsea Oommen, Quentin Howlett-Prieto, Michael D. Carrithers, Daniel B. Hier
2023	J	`jnl`	The visualization of Orphadata neurology phenotypes. Frontiers Digit. Health Daniel B. Hier, Raghu Yelugam, Michael D. Carrithers, Donald C. Wunsch
2022	J	`jnl`	Enhanced neurologic concept recognition using a named entity recognition model based on transformers. Frontiers Digit. Health Sima Azizi, Daniel B. Hier, Donald C. Wunsch II
2022	J	`jnl`	Heterogeneity in Blood Biomarker Trajectories After Mild TBI Revealed by Unsupervised Learning. IEEE ACM Trans. Comput. Biol. Bioinform. Lien A. Bui, Dacosta Yeboah, Louis Steinmeister, Sima Azizi, Daniel B. Hier, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
2022	J	`jnl`	It's time to change our documentation philosophy: writing better neurology notes without the burnout. Frontiers Digit. Health Jorge M. Rodríguez-Fernández, Jeffrey A. Loeb, Daniel B. Hier
2022	J	`jnl`	Subtypes of relapsing-remitting multiple sclerosis identified by network analysis. Frontiers Digit. Health Quentin Howlett-Prieto, Chelsea Oommen, Michael D. Carrithers, Donald C. Wunsch, Daniel B. Hier
2021	C	`conf`	A deep learning model to predict traumatic brain injury severity and outcome from MR images. CIBCB Dacosta Yeboah, Hung Nguyen, Daniel B. Hier, Gayla R. Olbricht, Tayo Obafemi-Ajayi
2021	—	`conf`	Schizophrenia Classification Using Resting State EEG Functional Connectivity: Source Level Outperforms Sensor Level. EMBC Sima Azizi, Daniel B. Hier, Donald C. Wunsch
2021	—	`conf`	Subsumption reduces dataset dimensionality without decreasing performance of a machine learning classifier. EMBC Donald C. Wunsch, Daniel B. Hier
2020	J	`jnl`	A Neuro-ontology for the neurological examination. BMC Medical Informatics Decis. Mak. Daniel B. Hier, Steven U. Brint
2020	J	`jnl`	An Explainable and Statistically Validated Ensemble Clustering Model Applied to the Identification of Traumatic Brain Injury Subgroups. IEEE Access Dacosta Yeboah, Louis Steinmeister, Daniel B. Hier, Bassam Hadi, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
2020	J	`jnl`	Evaluation of standard and semantically-augmented distance metrics for neurology patients. BMC Medical Informatics Decis. Mak. Daniel B. Hier, Jonathan Kopel, Steven U. Brint, Donald C. Wunsch, Gayla R. Olbricht, Sima Azizi, Blaine Allen
2020	—	`conf`	Exploratory Analysis of Concussion Recovery Trajectories using Multi-modal Assessments and Serum Biomarkers. EMBC Zachary Roy, Sujit Subhash, Lien A. Bui, Bassam Hadi, Daniel B. Hier, Donald Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
2010	J	`jnl`	Computerized physician order entry of medications and clinical decision support can improve problem list documentation compliance. Int. J. Medical Informatics William L. Galanter, Daniel B. Hier, Chiang S. Jao, David Sarne
2008	B	`conf`	Using clinical decision support to maintain medication and problem lists A pilot study to yield higher patient safety. SMC Chiang S. Jao, Daniel B. Hier, William L. Galanter
2006	B	`conf`	Adapting User Interface to Expedite Physician Order Entry: A Frontline to Ensure Patient Safety. SMC Chiang S. Jao, Daniel B. Hier
2006	Misc	`conf`	Overcoming Limitations of Data Entry for the Semi-Automated Detection of Drug Orphans in the EMR. AMIA Chiang S. Jao, Daniel B. Hier
2005	J	`jnl`	Differing faculty and housestaff acceptance of an electronic health record. Int. J. Medical Informatics Daniel B. Hier, Adam S. Rothschild, Anne LeMaistre, Joy Keeler
2004	—	`conf`	Differing Faculty and Housestaff Acceptance of an Electronic Health Record One-Year After Implementation. MedInfo Daniel B. Hier, Adam S. Rothschild, Anne LeMaistre, Joy Keeler
2003	Misc	`conf`	Evaluating a Digital Resident Diagnosis Log: Reasons for Limited Acceptance of a PDA Solution. AMIA Chiang S. Jao, Daniel B. Hier, Jian Su
2001	Misc	`conf`	Porting a Mental Expert System to a Mainstream Programming Environment. AMIA Chiang S. Jao, Daniel B. Hier, Winifred Dollar, Wenying Fu
1999	J	`jnl`	The display of photographic-quality images on the Web: a comparison of two technologies. IEEE Trans. Inf. Technol. Biomed. Chiang S. Jao, Daniel B. Hier, Steven U. Brint
1995	J	`jnl`	Technical Brief: Converting Laserdisc Video to Digital Video: A Demonstration Project Using Brain Animations. J. Am. Medical Informatics Assoc. Chiang S. Jao, Daniel B. Hier, Steven U. Brint
1994	B	`conf`	A complete, hypermedia medical decision analysis support system. CBMS Deng-Yiv Chiu, Chung C. Chang, Martha W. Evens, Johug C. Chern, Daniel B. Hier, David A. Trace, Frank Naeymi-Rad
1993	B	`conf`	Applying hypermedia and expert system technology to the neurological consultation. CBMS Chiang S. Jao, Daniel B. Hier
1990	B	`conf`	On the evaluation of LITREF: a PC-based information retrieval system to support stroke diagnosis. CBMS Guang-Nay Wang, Martha W. Evens, Daniel B. Hier
1989	B	`conf`	Automating the knowledge acquisition process in medical expert systems. CBMS Kenneth G. Bobis, Martha W. Evens, Daniel B. Hier
1989	B	`conf`	LITREF-a microcomputer based information retrieval system supporting stroke diagnosis, design, and development. CBMS Guang-Nay Wang, Martha W. Evens, Daniel B. Hier
1986	A*	`conf`	Generating Medical Case Reports with the Linguistic String Parser. AAAI Ping-Yang Li, Martha W. Evens, Daniel B. Hier