Digital Health Sciences

Research output

Research output per year 1999 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 369 Article
• 141 Conference contribution
• 28 Review article
• 20 Conference article
• 26 More
  • 10 Editorial
  • 6 Paper
  • 5 Chapter
  • 2 Comment/debate
  • 2 Letter
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2024

  Artificial Intelligence of Arterial Doppler Waveforms to Predict Major Adverse Outcomes Among Patients Evaluated for Peripheral Artery Disease

  McBane, R. D., Murphree, D. H., Liedl, D., Lopez-Jimenez, F., Attia, I. Z., Arruda-Olson, A. M., Scott, C. G., Prodduturi, N., Nowakowski, S. E., Rooke, T. W., Casanegra, A. I., Wysokinski, W. E., Houghton, D. E., Bjarnason, H. & Wennberg, P. W., Feb 6 2024, In: Journal of the American Heart Association. 13, 3, e031880.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Artificial Intelligence 100%
  • Peripheral Arterial Disease 83%
  • Extremities 16%
  • Cause of Death 11%
  • Comorbidity 5%

• Clinical Information Retrieval: A Literature Review

  Sivarajkumar, S., Mohammad, H. A., Oniani, D., Roberts, K., Hersh, W., Liu, H., He, D., Visweswaran, S. & Wang, Y., 2024, (Accepted/In press) In: Journal of Healthcare Informatics Research.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Creating an atlas of normal tissue for pruning WSI patching through anomaly detection

  Nejat, P., Alsaafin, A., Alabtah, G., Comfere, N. I., Mangold, A. R., Murphree, D. H., Zot, P., Yasir, S., Garcia, J. J. & Tizhoosh, H. R., Dec 2024, In: Scientific reports. 14, 1, 3932.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Atlases 100%
  • Datasets 29%
  • Search Engine 23%
  • Skin 20%
  • Squamous Cell Carcinoma 15%

• FedFSA: Hybrid and federated framework for functional status ascertainment across institutions

  Fu, S., Jia, H., Vassilaki, M., Keloth, V. K., Dang, Y., Zhou, Y., Garg, M., Petersen, R. C., St Sauver, J., Moon, S., Wang, L., Wen, A., Li, F., Xu, H., Tao, C., Fan, J., Liu, H. & Sohn, S., Apr 2024, In: Journal of Biomedical Informatics. 152, 104623.

  Research output: Contribution to journal › Article › peer-review

• Physical Examination of the Thyroid: Accuracy in Detecting Thyroid Nodules and Frequency of Additional Findings

  Jacome, C. S., Garcia, A., Golembiewski, E., Loor-Torres, R., Duran, M., Segura, D., Toro-Tobon, D., Fan, J. W., Singh Ospina, N. & Brito, J. P., Jan 2024, In: Endocrine Practice. 30, 1, p. 31-35 5 p.

  Research output: Contribution to journal › Article › peer-review

  • Thyroid Nodule 100%
  • Physical Examination 71%
  • Thyroid Gland 69%
  • Palpation 28%
  • Sensitivity and Specificity 12%

• The Lymphoma Epidemiology of Outcomes cohort study: Design, baseline characteristics, and early outcomes

  Cerhan, J. R., Maurer, M. J., Link, B. K., Feldman, A. L., Habermann, T. M., Jaye, D. L., Burack, W. R., McDonnell, T. J., Vega, F., Chapman, J. R., Syrbu, S., Vij, K. R., Inghirami, G., Leonard, J. P., Bernal-Mizrachi, L., Farooq, U., Witzig, T. E., Weiner, G. J., Wang, Y., Alderuccio, J. P., & 23 othersSlager, S. L., Larson, M. C., Riska, S. M., Gysbers, B. J., Lunde, J. J., Reicks, T. W., Ayers, A. A., O'Leary, C. B., Yost, K. J., Liu, H., Nowakowski, G. S., Ruan, J., Chihara, D., Koff, J. L., Casulo, C., Thompson, C. A., Cohen, J. B., Kahl, B. S., Nastoupil, L. J., Lossos, I. S., Friedberg, J. W., Martin, P. & Flowers, C. R., Mar 2024, In: American journal of hematology. 99, 3, p. 408-421 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Non-Hodgkin's Lymphoma 100%
  • Lymphoma 88%
  • Epidemiology 83%
  • Cohort Studies 72%
  • Health Care Outcome Assessment 69%
• 2023

  Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers–Assisted Sublanguage Analysis

  Wang, L., He, H., Wen, A., Moon, S., Fu, S., Peterson, K. J., Ai, X., Liu, S., Kavuluru, R. & Liu, H., 2023, In: JMIR Medical Informatics. 11, e48072.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Natural Language Processing 100%
  • Information Storage and Retrieval 61%
  • Unified Medical Language System 56%
  • Systematized Nomenclature of Medicine 53%
  • Datasets 53%

• A cross-institutional evaluation on breast cancer phenotyping NLP algorithms on electronic health records

  Zhou, S., Wang, N., Wang, L., Sun, J., Blaes, A., Liu, H. & Zhang, R., Jan 2023, In: Computational and Structural Biotechnology Journal. 22, p. 32-40 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Natural language processing systems 100%
  • Electronic Health Records 84%
  • Label 72%
  • Health 60%
  • Breast Neoplasms 52%

• Adopting and expanding ethical principles for generative artificial intelligence from military to healthcare

  Oniani, D., Hilsman, J., Peng, Y., Poropatich, R. K., Pamplin, J. C., Legault, G. L. & Wang, Y., Dec 2023, In: npj Digital Medicine. 6, 1, 225.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)

  National COVID Cohort Collaborative (N3C) Natural Language Processing (NLP) Subgroup, National COVID Cohort Collaborative (N3C), Dec 1 2023, In: Journal of the American Medical Informatics Association. 30, 12, p. 2036-2040 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• A prediction model for asthma exacerbations after stopping asthma biologics

  Inselman, J. W., Jeffery, M. M., Maddux, J. T., Lam, R. W., Shah, N. D., Rank, M. A. & Ngufor, C. G., Mar 2023, In: Annals of Allergy, Asthma and Immunology. 130, 3, p. 305-311 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Biological Products 100%
  • Asthma 79%
  • Area Under Curve 70%
  • Forests 34%
  • Machine Learning 32%

• Artificial intelligence in dermatopathology

  Bhullar, P. K., Murphree, D., Choudhary, A., Peters, M. S., Sokumbi, O. & Comfere, N. I., Jan 1 2023, Artificial Intelligence in Clinical Practice: How AI Technologies Impact Medical Research and Clinics. Elsevier, p. 145-150 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Artificial intelligence 100%
  • Image recognition 32%
  • Microscopic examination 30%
  • Deep neural networks 27%
  • Convolutional neural networks 25%

• Artificial Intelligence in Thyroidology: A Narrative Review of the Current Applications, Associated Challenges, and Future Directions

  Toro-Tobon, D., Loor-Torres, R., Duran, M., Fan, J. W., Ospina, N. S., Wu, Y. & Brito, J. P., Aug 1 2023, In: Thyroid. 33, 8, p. 903-917 15 p.

  Research output: Contribution to journal › Review article › peer-review

  • Artificial Intelligence 100%
  • Direction compound 54%
  • Thyroid Nodule 33%
  • Thyroid Diseases 21%
  • Delivery of Health Care 17%

• Artificial intelligence model development and validation

  Liu, H., Estiri, H., Wiens, J., Goldenberg, A., Saria, S. & Shah, N., Sep 2 2023, Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril (2019). National Academies Press, p. 131-158 28 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm

  Moon, S., Liu, S., Kshatriya, B. S. A., Fu, S., Moser, E. D., Bielinski, S. J., Fan, J. & Liu, H., Mar 2023, In: PloS one. 18, 3 MARCH, e0283800.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Electronic Health Records 100%
  • Heart Failure 71%
  • Health Level Seven 49%
  • Machine Learning 47%
  • Forests 16%

• Association of Incidentally Discovered Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia

  Kent, D. M., Leung, L. Y., Zhou, Y., Luetmer, P. H., Kallmes, D. F., Nelson, J., Fu, S., Puttock, E. J., Zheng, C., Liu, H. & Chen, W., Jan 3 2023, In: Journal of the American Heart Association. 12, 1, e027672.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Natural Language Processing 100%
  • Leukoencephalopathies 90%
  • Cerebrovascular Disorders 70%
  • Dementia 56%
  • Brain Infarction 36%

• Cellular Senescence in Intervertebral Disc Aging and Degeneration: Molecular Mechanisms and Potential Therapeutic Opportunities

  Silwal, P., Nguyen-Thai, A. M., Mohammad, H. A., Wang, Y., Robbins, P. D., Lee, J. Y. & Vo, N. V., Apr 2023, In: Biomolecules. 13, 4, 686.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Intervertebral Disc Degeneration 100%
  • Disorder 68%
  • Catabolic 52%
  • Mechanical Stress 50%
  • Genotoxic 47%

• Changes in Kidney Function After Diagnosis of Advanced Heart Failure

  Quiram, B. J., Killian, J. M., Redfield, M. M., Smith, J., Hickson, L. J., Schulte, P. J., Ngufor, C. & Dunlay, S. M., Dec 2023, In: Journal of Cardiac Failure. 29, 12, p. 1617-1625 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Glomerular Filtration Rate 100%
  • Heart Failure 91%
  • Kidney 66%
  • Chronic Renal Insufficiency 8%
  • Epidemiology 7%

• Characterizing the Users of Patient Portal Messaging: A Single Institutional Cohort Study

  Huang, M., Khurana, A., Mastorakos, G., Zhou, J., Zong, N., Yu, Y., Prigge, J. E., Patten, C. A., Liu, H. & Costello, B. A., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 381-387 7 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Patient Portals 100%
  • Cohort Studies 44%
  • Primary Health Care 22%
  • Communication 21%
  • Physician's Role 12%

• Classification of Patient Portal Messages with BERT-based Language Models

  Ren, Y., Wu, D., Khurana, A., Mastorakos, G., Fu, S., Zong, N., Fan, J., Liu, H. & Huang, M., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 176-182 7 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Patient Portals 100%
  • Language 51%
  • Natural Language Processing 24%
  • Triage 12%
  • Artificial Intelligence 7%

• Classification Using Deep Transfer Learning on Structured Healthcare Data

  Farhadi, A., Chen, D., McCoy, R., Scott, C., Ma, P., Vachon, C. M., Zhang, J., Ngufor, C. & Miller, J. A., 2023, 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023. Institute of Electrical and Electronics Engineers Inc., p. 1560-1565 6 p. (2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transfer Learning 100%
  • Breast Cancer 85%
  • Transfer learning 77%
  • Healthcare 43%
  • Tumor 30%

• Clinical applications of artificial intelligence and machine learning in the modern cardiac intensive care unit

  Jentzer, J. C., Kashou, A. H. & Murphree, D. H., Jan 2023, In: Intelligence-Based Medicine. 7, 100089.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Artificial Intelligence 100%
  • Intensive care units 99%
  • Machine Learning 85%
  • Artificial intelligence 65%
  • Intensive Care Units 62%

• Clinical Phenotyping with an Outcomes-driven Mixture of Experts for Patient Matching and Risk Estimation

  Hurley, N. C., Dhruva, S. S., Desai, N. R., Ross, J. R., Ngufor, C. G., Masoudi, F., Krumholz, H. M. & Mortazavi, B. J., Oct 13 2023, In: ACM Transactions on Computing for Healthcare. 4, 4, 21.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Contextual Variation of Clinical Notes induced by EHR Migration

  Miller, K., Moon, S., Fu, S. & Liu, H., 2023, In: AMIA ... Annual Symposium proceedings. AMIA Symposium. 2023, p. 1155-1164 10 p.

  Research output: Contribution to journal › Article › peer-review

• Data-Driven and Technology-Enabled Trial Innovations Toward Decentralization of Clinical Trials: Opportunities and Considerations

  Sehrawat, O., Noseworthy, P. A., Siontis, K. C., Haddad, T. C., Halamka, J. D. & Liu, H., Sep 2023, In: Mayo Clinic proceedings. 98, 9, p. 1404-1421 18 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Politics 100%
  • Direction compound 59%
  • Physician-Patient Relations 55%
  • Technology 53%
  • Clinical Trials 53%

• Deploying artificial intelligence in clinical settings

  Fihn, S., Saria, S., Mendonça, E., Hain, S., Matheny, M., Shah, N., Liu, H. & Auerbach, A., Sep 2 2023, Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril (2019). National Academies Press, p. 159-196 38 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN

  Chen, Z., Yang, R., Fu, S., Zong, N., Liu, H. & Huang, M., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 193-199 7 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Natural Language Processing 100%
  • Deep Learning 93%
  • Computer Neural Networks 88%
  • Social Media 83%
  • Machine Learning 76%

• Development of the lichen planus quality of life questionnaire (LPQoL) informed by expert clinician input and patient feedback: a retrospective survey study

  The Mayo Clinic Lichen Planus Consortium, Aug 2023, In: Archives of Dermatological Research. 315, 6, p. 1561-1569 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Lichen Planus 100%
  • Retrospective Studies 51%
  • Quality of Life 49%
  • Dermatology 15%
  • Patient Reported Outcome Measures 11%

• Digital Solutions Observed in Clinical Trials: A Formative Feasibility Scoping Review

  Harrison, T. M., Moon, S., Wang, L., Fu, S. & Liu, H., 2023, In: AMIA ... Annual Symposium proceedings. AMIA Symposium. 2023, p. 987-996 10 p.

  Research output: Contribution to journal › Review article › peer-review

• Drivers of Thyroid Ultrasound Use: A Retrospective Observational Study

  Soto Jacome, C., Segura Torres, D., Fan, J. W., Garcia-Bautista, A., Golembiewski, E., Duran, M., Loor-Torres, R., Toro-Tobon, D., Singh Ospina, N. & Brito, J. P., Dec 2023, In: Endocrine Practice. 29, 12, p. 948-954 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Thyroid Gland 100%
  • Observational Studies 94%
  • Retrospective Studies 81%
  • Incidental Findings 28%
  • Thyroid Neoplasms 16%

• Enhancing Patient Care in Rare Genetic Diseases: An HPO-based Phenotyping Pipeline

  Xiao, Y., Enayati, M., Schaeferle, G. M., Lanpher, B. C., Klee, E. W. & Ngufor, C., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2754-2760 7 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Ontology 100%
  • Phenotype 89%
  • Rare Diseases 71%
  • Inborn Genetic Diseases 68%
  • Human 66%

• Evaluation of Healthprompt for Zero-shot Clinical Text Classification

  Sivarajkumar, S. & Wang, Y., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 492-494 3 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Fair patient model: Mitigating bias in the patient representation learned from the electronic health records

  Sivarajkumar, S., Huang, Y. & Wang, Y., Dec 2023, In: Journal of Biomedical Informatics. 148, 104544.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Feasibility of Categorizing Rehabilitation Gestures for Automated Fidelity Assessment on Strategy Training using Deep Learning

  Osterhoudt, H., Ching, L., Shih, M., Schneider, C. E., Harper, A. E., Mohammad, H. A., Skidmore, E. R., Wang, Y. & Zhou, L., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 513-515 3 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• First-line Systemic Treatment Options for Metastatic Castration-Sensitive Prostate Cancer: A Living Systematic Review and Network Meta-analysis

  Riaz, I. B., Naqvi, S. A. A., He, H., Asghar, N., Siddiqi, R., Liu, H., Singh, P., Childs, D. S., Ravi, P., Hussain, S. A., Murad, M. H., Boorjian, S. A., Sweeney, C., Van Allen, E. M. & Bryce, A. H., May 18 2023, In: JAMA Oncology. 9, 5, p. 635-645 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Network Meta-Analysis 100%
  • Castration 82%
  • Androgens 60%
  • Prostatic Neoplasms 59%
  • Systematic Reviews 54%

• Gender-Specific Machine Learning Models to Predict Unplanned Return to Operating Room Following Primary Total Shoulder Arthroplasty

  Letter, C., Gupta, P., Kim, A., Cong, G. T., Liu, H. & Tafti, A. P., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 717-721 5 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• GRU-D-Weibull: A novel real-time individualized endpoint prediction

  Ruan, X., Wang, L., Thongprayoon, C., Cheungpasitporn, W. & Liu, H., Dec 2023, In: Artificial Intelligence in Medicine. 146, 102696.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Identification of delirium from real-world electronic health record clinical notes

  St. Sauver, J., Fu, S., Sohn, S., Weston, S., Fan, C., Olson, J., Thorsteinsdottir, B., Lebrasseur, N., Pagali, S., Rocca, W. & Liu, H., Aug 24 2023, In: Journal of Clinical and Translational Science. 7, 1, e187.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Natural Language Processing 100%
  • Delirium 77%
  • Electronic Health Records 69%
  • Global Health 66%
  • Hospitalization 28%

• Identifying Major Depressive Disorder From Clinical Notes Using Neural Language Models with Distant Supervision

  Miller, K., Kshatriya, B. S. A., Nunez, N. A., Gardea-Resendez, M., Ryu, E., Coombes, B. J., Fu, S., Frye, M. A., Biernacka, J., Huang, M. & Wang, Y., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 183-192 10 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Natural Language Processing 100%
  • Major Depressive Disorder 70%
  • Language 53%
  • Machine Learning 25%
  • Semantics 23%

• Identifying treatment heterogeneity in atrial fibrillation using a novel causal machine learning method

  Ngufor, C., Yao, X., Inselman, J. W., Ross, J. S., Dhruva, S. S., Graham, D. J., Lee, J. Y., Siontis, K. C., Desai, N. R., Polley, E., Shah, N. D. & Noseworthy, P. A., Jun 2023, In: American heart journal. 260, p. 124-140 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Machine Learning 100%
  • Anticoagulants 81%
  • Atrial Fibrillation 78%
  • Dabigatran 53%
  • Rivaroxaban 42%

• Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses

  Tang, L., Peng, Y., Wang, Y., Ding, Y., Durrett, G. & Rousseau, J. F., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 12532-12555 24 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Brainstorming 100%
  • Language Model 87%
  • Text Generation 33%
  • Radiology 19%
  • interpretation 18%

• Longitudinal trajectories of glycemic control among U.S. Adults with newly diagnosed diabetes

  McCoy, R. G., Faust, L., Heien, H. C., Patel, S., Caffo, B. & Ngufor, C., Nov 2023, In: Diabetes Research and Clinical Practice. 205, 110989.

  Research output: Contribution to journal › Article › peer-review

  • Hemoglobins 100%
  • Type 1 Diabetes Mellitus 24%
  • Data Warehousing 20%
  • Machine Learning 15%
  • Type 2 Diabetes Mellitus 10%

• MLGAN: a Meta-Learning based Generative Adversarial Network adapter for rare disease differentiation tasks

  Li, R., Wen, A., Gao, J. & Liu, H., Sep 3 2023, ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, 11. (ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Rare Diseases 100%
  • Learning 75%
  • Noise 27%
  • Labels 24%
  • Datasets 23%

• Multiplex Immunofluorescence Image Quality Checking Using DAPI Channel–referenced Evaluation

  Jiang, J., Moore, R., Jordan, C. E., Guo, R., Maus, R. L., Liu, H., Goode, E., Markovic, S. N. & Wang, C., Mar 2023, In: Journal of Histochemistry and Cytochemistry. 71, 3, p. 121-130 10 p.

  Research output: Contribution to journal › Article › peer-review

  • 2-phenylindole 100%
  • Fluorescent Antibody Technique 53%
  • Data Accuracy 16%
  • Cell Nucleus 16%
  • Biomedical Research 15%

• Postdevelopment Performance and Validation of the Artificial Intelligence-Enhanced Electrocardiogram for Detection of Cardiac Amyloidosis

  Harmon, D. M., Mangold, K., Baez Suarez, A., Scott, C. G., Murphree, D. H., Malik, A., Attia, Z. I., Lopez-Jimenez, F., Friedman, P. A., Dispenzieri, A. & Grogan, M., Oct 2023, In: JACC: Advances. 2, 8, 100612.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Artificial Intelligence 100%
  • Amyloidosis 84%
  • Electrocardiography 61%
  • Area Under Curve 61%
  • Amyloid 30%

• Predictors of Metformin Failure: Repurposing Electronic Health Record Data to Identify High-Risk Patients

  Bielinski, S. J., Yanes Cardozo, L. L., Takahashi, P. Y., Larson, N. B., Castillo, A., Podwika, A., De Filippis, E., Hernandez, V., Mahajan, G. J., Gonzalez, C., Shubhangi, Decker, P. A., Killian, J. M., Olson, J. E., St. Sauver, J. L., Shah, P., Vella, A., Ryu, E., Liu, H., Marshall, G. D., & 3 othersCerhan, J. R., Singh, D. & Summers, R. L., Jul 1 2023, In: Journal of Clinical Endocrinology and Metabolism. 108, 7, p. 1740-1746 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Metformin 100%
  • Electronic Health Records 71%
  • Mississippi 9%
  • Glycated Hemoglobin A 6%
  • Hispanic Americans 6%

• Preface

  Tang, B., Chen, Q., Lin, H., Wu, F., Liu, L., Hao, T., Wang, Y. & Wang, H., 2023, In: Communications in Computer and Information Science. 1772 CCIS

  Research output: Contribution to journal › Editorial › peer-review

• Preface

  Tang, B., Chen, Q., Lin, H., Wu, F., Liu, L., Hao, T., Wang, Y., Wang, H., Lei, J., Li, Z. & Zong, H., 2023, In: Communications in Computer and Information Science. 1773 CCIS, p. vii

  Research output: Contribution to journal › Editorial › peer-review

• Recommended practices and ethical considerations for natural language processing-assisted observational research: A scoping review

  Fu, S., Wang, L., Moon, S., Zong, N., He, H., Pejaver, V., Relevo, R., Walden, A., Haendel, M., Chute, C. G. & Liu, H., Mar 2023, In: Clinical and translational science. 16, 3, p. 398-411 14 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Natural Language Processing 100%
  • Evaluation Studies 17%
  • Observational Studies 15%
  • Artificial Intelligence 12%
  • Guidelines 12%

• ReDWINE: A clinical datamart with text analytical capabilities to facilitate rehabilitation research

  Oniani, D., Parmanto, B., Saptono, A., Bove, A., Freburger, J., Visweswaran, S., Cappella, N., McLay, B., Silverstein, J. C., Becich, M. J., Delitto, A., Skidmore, E. & Wang, Y., Sep 2023, In: International Journal of Medical Informatics. 177, 105144.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Rehabilitation Research 100%
  • Informatics 86%
  • Rehabilitation 52%
  • Electronic Health Records 34%
  • Data Science 31%