Published on in Vol 22, No 1 (2020): January

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/16816, first published .
Systematic Evaluation of Research Progress on Natural Language Processing in Medicine Over the Past 20 Years: Bibliometric Study on PubMed

Systematic Evaluation of Research Progress on Natural Language Processing in Medicine Over the Past 20 Years: Bibliometric Study on PubMed

Systematic Evaluation of Research Progress on Natural Language Processing in Medicine Over the Past 20 Years: Bibliometric Study on PubMed

Journals

  1. Adly A, Adly A, Adly M. Approaches Based on Artificial Intelligence and the Internet of Intelligent Things to Prevent the Spread of COVID-19: Scoping Review. Journal of Medical Internet Research 2020;22(8):e19104 View
  2. Ilan Y. Second-Generation Digital Health Platforms: Placing the Patient at the Center and Focusing on Clinical Outcomes. Frontiers in Digital Health 2020;2 View
  3. Richard E, Reddy B. Text Classification for Clinical Trial Operations: Evaluation and Comparison of Natural Language Processing Techniques. Therapeutic Innovation & Regulatory Science 2021;55(2):447 View
  4. Kim J, Lee D, Park E. Machine Learning for Mental Health in Social Media: Bibliometric Study. Journal of Medical Internet Research 2021;23(3):e24870 View
  5. Deng L, Chen L, Yang T, Liu M, Li S, Jiang T. Constructing High-Fidelity Phenotype Knowledge Graphs for Infectious Diseases With a Fine-Grained Semantic Information Model: Development and Usability Study. Journal of Medical Internet Research 2021;23(6):e26892 View
  6. Su M, Peng H, Li S. A visualized bibliometric analysis of mapping research trends of machine learning in engineering (MLE). Expert Systems with Applications 2021;186:115728 View
  7. Cruz P, Vanneschi L, Painho M, Rita P. Automatic Identification of Addresses: A Systematic Literature Review. ISPRS International Journal of Geo-Information 2021;11(1):11 View
  8. Tamang S, Humbert-Droz M, Gianfrancesco M, Izadi Z, Schmajuk G, Yazdany J. Practical Considerations for Developing Clinical Natural Language Processing Systems for Population Health Management and Measurement. JMIR Medical Informatics 2023;11:e37805 View
  9. Fortenberry J, Hensel D. Sexual Modesty in Sexual Expression and Experience: A Scoping Review, 2000 - 2021. The Journal of Sex Research 2022;59(8):1000 View
  10. Chen P, Feng C, Huang L, Chen H, Feng Y, Chang S. Exploring the research landscape of the past, present, and future of thyroid nodules. Frontiers in Medicine 2023;9 View
  11. Bertalan V, Ruiz E. Using attention methods to predict judicial outcomes. Artificial Intelligence and Law 2024;32(1):87 View
  12. Gormley K, Lockhart K, Isaac J. Using natural language processing in facilitating pre-hospital telephone triage of emergency calls. British Paramedic Journal 2022;7(2):31 View
  13. Li K, Feng C, Chen H, Feng Y, Li J. Trends in Worldwide Research in Inflammatory Bowel Disease Over the Period 2012–2021: A Bibliometric Study. Frontiers in Medicine 2022;9 View
  14. Rathnayaka P, Mills N, Burnett D, De Silva D, Alahakoon D, Gray R. A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring. Sensors 2022;22(10):3653 View
  15. Pan H, Bakalov V, Cox L, Engle M, Erickson S, Feolo M, Guo Y, Huggins W, Hwang S, Kimura M, Krzyzanowski M, Levy J, Phillips M, Qin Y, Williams D, Ramos E, Hamilton C. Identifying Datasets for Cross-Study Analysis in dbGaP using PhenX. Scientific Data 2022;9(1) View
  16. Ouyang W, Xie W, Xin Z, He H, Wen T, Peng X, Dai P, Yuan Y, Liu F, Chen Y, Luo A. Evolutionary Overview of Consumer Health Informatics: Bibliometric Study on the Web of Science from 1999 to 2019. Journal of Medical Internet Research 2021;23(9):e21974 View
  17. Remizovschi A, Carpa R. Biologically-oriented mud volcano database: muddy_db. PeerJ 2021;9:e12463 View
  18. Watanabe T, Yada S, Aramaki E, Yajima H, Kizaki H, Hori S. Extracting Multiple Worries From Breast Cancer Patient Blogs Using Multilabel Classification With the Natural Language Processing Model Bidirectional Encoder Representations From Transformers: Infodemiology Study of Blogs. JMIR Cancer 2022;8(2):e37840 View
  19. Tyagi S. Global research output in pharmacovigilance (2015–2020). Library Hi Tech News 2021;38(9):13 View
  20. Mahmoudi E, Wu W, Najarian C, Aikens J, Bynum J, Vydiswaran V. Identifying Caregiver Availability Using Medical Notes With Rule-Based Natural Language Processing: Retrospective Cohort Study. JMIR Aging 2022;5(3):e40241 View
  21. Linna N, Kahn C. Applications of natural language processing in radiology: A systematic review. International Journal of Medical Informatics 2022;163:104779 View
  22. Li C, Weng Y, Zhang Y, Wang B. A Systematic Review of Application Progress on Machine Learning-Based Natural Language Processing in Breast Cancer over the Past 5 Years. Diagnostics 2023;13(3):537 View
  23. Fang A, Hu J, Zhao W, Feng M, Fu J, Feng S, Lou P, Ren H, Chen X. Extracting clinical named entity for pituitary adenomas from Chinese electronic medical records. BMC Medical Informatics and Decision Making 2022;22(1) View
  24. Lainjo B, Tmouche H. The Impact and Implication of Artificial Intelligence on Thematic Healthcare and Quality of Life. International Journal of Applied Research on Public Health Management 2023;8(1):1 View
  25. Idnay B, Fang Y, Dreisbach C, Marder K, Weng C, Schnall R. Clinical research staff perceptions on a natural language processing-driven tool for eligibility prescreening: An iterative usability assessment. International Journal of Medical Informatics 2023;171:104985 View
  26. Németh R. A scoping review on the use of natural language processing in research on political polarization: trends and research prospects. Journal of Computational Social Science 2023;6(1):289 View
  27. Grădinaru G, Matei B. The importance and interdependence of key bioeconomy concepts: A bibliometric analysis. Proceedings of the International Conference on Business Excellence 2022;16(1):593 View
  28. Chen L, Li N, Zheng Y, Gao L, Ge N, Xie D, Yue J. A novel semiautomatic Chinese keywords instrument screening delirium based on electronic medical records. BMC Geriatrics 2022;22(1) View
  29. Salvador-Oliván J, Marco-Cuenca G, Arquero-Avilés R. Análisis de contenido y nivel de evidencia de los artículos sobre Covid-19 más citados en la Web of Science. El Profesional de la información 2021 View
  30. Tyagi S. Global research output in ‘pharmacovigilance’ during 2010–2020. Therapies 2022;77(3):273 View
  31. Olthof A, van Ooijen P, Cornelissen L. Deep Learning-Based Natural Language Processing in Radiology: The Impact of Report Complexity, Disease Prevalence, Dataset Size, and Algorithm Type on Model Performance. Journal of Medical Systems 2021;45(10) View
  32. Kwabena A, Wiafe O, John B, Bernard A, Boateng F. An automated method for developing search strategies for systematic review using Natural Language Processing (NLP). MethodsX 2023;10:101935 View
  33. Bobba P, Sailer A, Pruneski J, Beck S, Mozayan A, Mozayan S, Arango J, Cohan A, Chheang S. Natural language processing in radiology: Clinical applications and future directions. Clinical Imaging 2023;97:55 View
  34. Idnay B, Fang Y, Dreisbach C, Marder K, Weng C, Schnall R. Clinical Research Staff Perceptions on a Natural Language Processing-Driven Tool for Eligibility Prescreening: An Iterative Usability Assessment. SSRN Electronic Journal 2022 View
  35. Ilgaz H, Çelik Z. The Significance of Artificial Intelligence Platforms in Anatomy Education: An Experience With ChatGPT and Google Bard. Cureus 2023 View
  36. Hoffman A, Rodriguez Colon R, Diep G, Berman Z, Kimberly L, Trilles J, Boczar D, Chaya B, Rodriguez E. Trends, Gaps, and Collaboration in Facial Transplantation: A Bibliometric Study. Plastic and Reconstructive Surgery - Global Open 2022;10(4):e4248 View
  37. Wang T, Liu C, Zhang J, Wang A. Systematic Evaluation of Research Progress in the Textile Field over the Past 10 Years: Bibliometric Study on Smart Textiles and Clothing. Processes 2023;11(9):2797 View
  38. Kumari A, Kumari A, Singh A, Singh S, Juhi A, Dhanvijay A, Pinjar M, Mondal H. Large Language Models in Hematology Case Solving: A Comparative Study of ChatGPT-3.5, Google Bard, and Microsoft Bing. Cureus 2023 View
  39. Chen J, Wang D, Zhang Y, SU Y. Evolutionary overview of sarcopenia – bibliometric study on the Web of science: A review. Medicine 2023;102(30):e34500 View
  40. Gao Y, Wang L, Chen X, Du Y, Wang B. Revisiting Electrocatalyst Design by a Knowledge Graph of Cu-Based Catalysts for CO2 Reduction. ACS Catalysis 2023;13(13):8525 View
  41. Liang X, Wang Y, Fu G, Fan P, Ma K, Cao X, Lin G, Zheng W, Lyu P. Top 100 cited classical articles in sentinel lymph nodes biopsy for breast cancer. Frontiers in Oncology 2023;13 View
  42. Deschênes M, Fernandez N, Lechasseur K, Caty M, Azimzadeh D, Mai T, Lavoie P. Transformation and Articulation of Clinical Data to Understand Students’ and Health Professionals’ Clinical Reasoning: Protocol for a Scoping Review. JMIR Research Protocols 2023;12:e50797 View
  43. Regla A, Ballera M. An Enhanced Research Productivity Monitoring System for Higher Education Institutions (HEI's) with Natural Language Processing (NLP). Procedia Computer Science 2023;230:316 View
  44. Boonstra M, Weissenbacher D, Moore J, Gonzalez-Hernandez G, Asselbergs F. Artificial intelligence: revolutionizing cardiology with large language models. European Heart Journal 2024 View
  45. Li J, Dada A, Puladi B, Kleesiek J, Egger J. ChatGPT in healthcare: A taxonomy and systematic review. Computer Methods and Programs in Biomedicine 2024;245:108013 View
  46. Gu Z, He X, Yu P, Jia W, Yang X, Peng G, Hu P, Chen S, Chen H, Lin Y. Automatic quantitative stroke severity assessment based on Chinese clinical named entity recognition with domain-adaptive pre-trained large language model. Artificial Intelligence in Medicine 2024;150:102822 View
  47. Zavala-Díaz J, Olivares-Rojas J, Gutiérrez-Gnecchi J, Téllez-Anguiano A, Alcaraz-Chávez J, Reyes-Archundia E. Clinical notes classification system for automated identification of diabetic patients: Hybrid approach integrating rules, information extraction and machine learning. Journal of Intelligent & Fuzzy Systems 2024:1 View
  48. Norris M, Obeid N, El‐Emam K. Examining the role of artificial intelligence to advance knowledge and address barriers to research in eating disorders. International Journal of Eating Disorders 2024;57(6):1357 View
  49. Swanson K, He S, Calvano J, Chen D, Telvizian T, Jiang L, Chong P, Schwell J, Mak G, Lee J, Tariq A. Biomedical text readability after hypernym substitution with fine-tuned large language models. PLOS Digital Health 2024;3(4):e0000489 View
  50. Masoumi S, Amirkhani H, Sadeghian N, Shahraz S. Natural language processing (NLP) to facilitate abstract review in medical research: the application of BioBERT to exploring the 20-year use of NLP in medical research. Systematic Reviews 2024;13(1) View
  51. Williams S, Noor K, Sinha S, Dobson R, Searle T, Funnell J, Hanrahan J, Muirhead W, Kitchen N, Kanona H, Khalil S, Saeed S, Marcus H, Grover P. Concept Recognition and Characterization of Patients Undergoing Resection of Vestibular Schwannoma Using Natural Language Processing. Journal of Neurological Surgery Part B: Skull Base 2024 View
  52. Bieri J, Ikae C, Souissi S, Müller T, Schlunegger M, Golz C. Natural Language Processing for Work-Related Stress Detection Among Health Professionals: Protocol for a Scoping Review. JMIR Research Protocols 2024;13:e56267 View
  53. Lefkovitz I, Walsh S, Blank L, Jetté N, Kummer B. Direct Clinical Applications of Natural Language Processing in Common Neurological Disorders: Scoping Review. JMIR Neurotechnology 2024;3:e51822 View
  54. Canaway R, Chidgey C, Hallinan C, Capurro D, Boyle D. Undercounting diagnoses in Australian general practice: a data quality study with implications for population health reporting. BMC Medical Informatics and Decision Making 2024;24(1) View

Books/Policy Documents

  1. Stone K, Ojo S, Tu C. Intelligent Sustainable Systems. View
  2. Jin M, Schröder M, Staartjes V. Robotic and Navigated Spine Surgery. View
  3. Venugopal G, Pramod D. Hybrid Intelligent Systems. View
  4. Rubeis G. Ethics of Medical AI. View