Clinical text data in machine learning: systematic review

Spasic, Irena, Nenadic, Goran·2020·JMIR Medical Informatics
DOI 10.2196/17984

Cited by (358)

Items 201–300 of 358

  1. Identifying stroke diagnosis-related features from medical imaging reports to improve clinical decision-making support
    Xiaowei Xu, Qin Lu, Lingling Ding, Chunjuan Wang, Meng Wang, Zixiao Li, Jiao Li · 2022 · BMC Medical Informatics and Decision Making
  2. Stroke Outcome Prediction via Multi-level Feature and Multi-modal Fusion Network
    Ting Xiao, Shi Lei, Hao Wang, Zhe Wang, Lin Yi · 2024 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
  3. The Role of Artificial Intelligence in Advancing Lifestyle Medicine Research
    Kei Hang Katie Chan, Simin Liu · 2025 · Springer eBooks
  4. Leveraging hindsight: A retrospective chart review how‐to for genetic counselors
    Andrea Edwards, Sarah C. Zajonz, Nicole Koziol, Addison Leabo, Laura B. Ramsey · 2025 · Journal of Genetic Counseling
  5. Efficient sepsis detection using deep learning and residual convolutional networks
    Ahmed S. Almasoud, Ghada Moh. Samir Elhessewi, Munya A. Arasi, Abdulsamad Ebrahim Yahya, Menwa Alshammeri, Donia Y. Badawood, Faisal Mohammed Nafie, Mohammed Assiri · 2025 · PeerJ Computer Science
  6. Advancing equity with technology and innovation in obstetrics: A critical approach to obstetric TechQuity
    Alisse K. Hauspurg, Valene Garr Barry, Natalie Hernandez, Mark A. Clapp, Melissa Spring Wong, Adam Korrick Lewkowitz · 2025 · Pregnancy
  7. Generative Models and Sentence Transformers for the Recognition and Normalization of Continuous and Discontinuous Phenotype Mentions: Model Development and Evaluation
    Areej Alhassan, Viktor Schlegel, Monira Aloud, Riza Batista-Navarro, Goran Nenadić · 2025 · JMIR Medical Informatics
  8. INSIGHTFUL: insight generation through clinical annotation, analysis and modelling of suicide-related factors towards understanding and lifesaving
    Zehan Li, Rodrigo M Vieira, Sunyang Fu, Yan Hu, Wanjing Wang, Andrew Wen, Scott D. Lane, Salih Selek, Lokesh Shahani, Hua Xu et al. · 2025 · BMJ Digital Health & AI
  9. Why and How Organizational Structures Change: An Integrative Review and Framework
    Margaret M. Luciano, Maximilian K. Watson, Aman Kabra, Christopher C. Winchester · 2026 · Academy of Management Annals
  10. Emotion AI in Mental Health
    Ayushi Shelke, Ashok Kumar, Mukul Yadav, Vinay Aseri · 2026 · Information systems engineering and management
  11. Natural language processing for geriatric syndromes: a systematic review of methods, applications, and challenges
    Fahrurrozi Rahman, Imane Guellil, Abul Hasan, Huayu Zhang, Matúš Falis, Arlene Casey, Honghan Wu, Bruce Guthrie, Beatrice Alex · 2026 · BMC Medical Informatics and Decision Making
  12. Entity Recognition in Clinical Text Using A Hybrid Model Based on LSTM and Neural Networks
    Merin Meleet, G.N. Srinivasan, Nagaraj G. Cholli · 2022 · International Conference on Smart Systems and Inventive Technology (ICSSIT)
  13. Development and Validation of a Machine Learning Approach Leveraging Real-World Clinical Narratives as a Predictor of Survival in Advanced Cancer
    Frank P. Y. Lin, Osama S.M. Salih, Nina Scott, Michael B. Jameson, Richard J. Epstein · 2022 · JCO Clinical Cancer Informatics
  14. Pan-Canadian Electronic Medical Record Diagnostic and Unstructured Text Data for Capturing PTSD: Retrospective Observational Study
    Leanne Kosowan, Alexander G. Singer, Farhana H. Zulkernine, Hasan Zafari, Marcello Nesca, Dhasni Muthumuni · 2022 · JMIR Medical Informatics
  15. Measurement of provider fidelity to immunization guidelines: a mixed-methods study on the feasibility of documenting patient refusals of the human papillomavirus vaccine
    Rachel Si-Wen Chang, Jaimie Zhi Shing, Jennifer Cunningham‐Erves, Liping Du, Tatsuki Koyama, Stephen A. Deppen, Alyssa B. Rentuza, Caree R. McAfee, Christine K. Stroebel, Janet Cates et al. · 2022 · BMC Medical Informatics and Decision Making
  16. Modeling and Visualization of Clinical Texts to Enhance Meaningful and User-Friendly Information Retrieval
    Jonah Kenei, Elisha T. O. Opiyo · 2023
  17. The Value of Numbers in Clinical Text Classification
    Kristian Miok, Padraig Corcoran, ‪Irena Spasić · 2023 · Machine Learning and Knowledge Extraction
  18. Cancer Text Article Categorization and Prediction Model Based on Machine Learning Approach
    Subhash Mondal, Anup Kumar Barman, Subungshri Basumatary, Manas Barman, Chirag Rai, Amitava Nag · 2023 · IEEE Mysore Sub Section International Conference (MysuruCon)
  19. Language Model-based Deep Learning for Automated Disease Prediction from Symptoms
    Ripa Sarkar, Ahbab Hossain, Akib Zabed Ifti · 2023 · International Conference on Computer and Information Technology (ICCIT)
  20. Identifying Main Themes in Diabetes Management Interviews Using Natural Language Processing–Based Text Mining
    EunSeok Cha, Seonah Lee · 2024 · CIN Computers Informatics Nursing
  21. Is Boundary Annotation Necessary? Evaluating Boundary-Free Approaches to Improve Clinical Named Entity Annotation Efficiency: Case Study
    Gabriel Herman Bernardim Andrade, Shuntaro Yada, Eiji Aramaki · 2024 · JMIR Medical Informatics
  22. Capturing Requirements for a Data Annotation Tool for Intensive Care: Experimental User-Centered Design Study
    Marceli Wac, Raúl Santos‐Rodríguez, Chris McWilliams, Christopher Bourdeaux · 2025 · JMIR Human Factors
  23. El valor de los datos y su aplicabilidad en el Sector Sanitario
    Antonio Herrero · 2021 · Revista Española de Medicina Nuclear e Imagen Molecular
  24. A strategy for assessment and validation of major bleeding cases in a primary health care database in Spain
    Airam de Burgos‐Gonzalez, Verónica Bryant, Miguel Angel Maciá‐Martinez, Consuelo Huerta · 2021 · Pharmacoepidemiology and Drug Safety
  25. Semiautomatic Identification of Pulmonary Embolism in Electronic Health Records Through Sentence Labeling
    Gleb Danilov, Timur Ishankulov, Alexandra Kosyrkova, Maria Shults, Semen Melchenko, Tatyana Tsukanova, Michael Shifrin, Alexander Potapov · 2022 · Studies in health technology and informatics
  26. Processing of Clinical Notes for Efficient Diagnosis with Dual LSTM
    A. S. Chandru, Seetharam K · 2022 · International Journal of Advanced Computer Science and Applications
  27. Generating Extremely Short Summaries from the Scientific Literature to Support Decisions in Primary Healthcare: A Human Evaluation Study
    Primož Kocbek, Lucija Gosak, Kasandra Musović, Gregor Štiglic · 2022 · Lecture notes in computer science
  28. Remote Sensing Based Land Cover Classification Using Machine Learning and Deep Learning: A Comprehensive Survey
    Soma Mitra, Saikat Basu · 2023 · INTERNATIONAL JOURNAL OF NEXT-GENERATION COMPUTING
  29. Natural Language Processing – Finding the Missing Link for Oncologic Data, 2022
    Andra Valentina Krauze, Kevin A. Camphausen · 2022 · International Journal of Bioinformatics and Intelligent Computing
  30. Substance Misuse Algorithm for Referral to Treatment Using Artificial Intelligence (SMART-AI): Multi-Modal Validation with Interpretation and Bias Assessment
    Majid Afshar, Brihat Sharma, Dmitriy Dligach, Madeline K. Oguss, Randy Brown, Neeraj Chhabra, Hale M. Thompson, Talar W. Markossian, Cara Joyce, Matthew M. Churpek et al. · 2021 · SSRN Electronic Journal
  31. Semi-Supervised Generative Adversarial Network for Sentiment Analysis of drug reviews
    Cristobal Colón-Ruíz · 2021
  32. Development and validation of MedDRA Tagger: a tool for extraction and structuring medical information from clinical notes
    Marie Humbert‐Droz, Jessica Corley, Suzanne R Tamang, Olivier Gevaert · 2022 · medRxiv
  33. OpenChart-SE: A corpus of artificial Swedish electronic health records for imagined emergency care patients written by physicians in a crowd-sourcing project
    Johanna Berg, Carl Ollvik Aasa, Björn Appelgren Thorell, Sonja Aits · 2023 · medRxiv
  34. Application of Latent Semantic Analysis and Supervised Learning Methods to Automate Triage of Referral Letters for Spinal Surgery
    Erick Mendez Guzman, Ruthvik Konduru, Mohammed Yassin, Sandeep Konduru, Farideh Jalalinajafabadi · 2021 · E-Health and Bioengineering Conference (EHB)
  35. Method for Designing Semantic Annotation of Sepsis Signs in Clinical Text
    Melissa Y. Yan, Lise Tuset Gustad, Lise Husby Høvik, Øystein Nytrø A · 2023 · Clinical Natural Language Processing Workshop (ClinicalNLP)
  36. Use of Natural Language Processing to Identify Sexual and Reproductive Health Information in Clinical Text
    Elizabeth I. Harrison, Laura A. Kirkpatrick, Patrick W. Harrison, Traci M. Kazmerski, Yoshimi Sogawa, Harry Hochheiser · 2023 · Methods of Information in Medicine
  37. Management of Crowdsourcing in Language Teaching and Learning: The State-of-the-art and Future Directions
    Fernando J. Garrigós‐Simón, Yeamduan Narangajavana · 2023 · Language Teaching Research Quarterly
  38. Kommunikationsfähigkeit und Interoperabilität von Gesundheitsdaten in einem vernetzten Gesundheitssystem
    Philipp Daumke, Christian Haverkamp, Simone Heckmann, Marcus Kuper, Annett Müller, Frank Oemig, Uta Ripperger, Stefan Sabutsch, André Sander, Stefan Schulz · 2024 · Springer eBooks
  39. Clinical Analogy Resolution Performance for Foundation Language Models
    Fabián Villena, Tamara Quiroga, Jocelyn Dunstan · 2024 · ACM Transactions on Computing for Healthcare
  40. NLP in Medicine: Enhancing Diagnostics and Patient Care
    Aditi Sharma, Akshi Kumar · 2025 · Springer eBooks
  41. MedPAO: A Protocol-Driven Agent for Structuring Medical Reports
    Shrish Shrinath Vaidya, Gowthamaan Palani, Sidharth Ramesh, Velmurugan Balasubramanian, Minmini Selvam, Gokulraja Srinivasaraja, Ganapathy Krishnamurthi · 2025 · Lecture notes in computer science
  42. Identifying key features for determining the patterns of patients with functional dyspepsia using machine learning
    Heeyoung Moon, Da-Eun Yoon, Junsuk Kim, Younkuk Choi, Heekyung Kim, In‐Seon Lee, Younbyoung Chae · 2025 · Frontiers in Physiology
  43. Discrete mathematical network analysis bridging clinical vocabulary and patient discourse in interstitial cystitis/bladder pain syndrome online communications
    Nobuo Okui, Kenta Ichino, Yuto Sakuma, Yoshihiro Ikehata, Machiko Aurora Okui, Shigeo Horie · 2025 · Scientific Reports
  44. Medical Decision Support Systems in Emergency Departments: An NLP and Machine Learning-Based Triage Model
    Yasin Kırelli · 2025 · Arabian Journal for Science and Engineering
  45. Comparative Study of Machine Learning Models for Textual Medical Note Classification
    Zhang Yan, Huynh Trung Nguyen Le, Nathan Lopez, Kira Phan · 2025 · Computers
  46. Improving Public Service Grievance Analysis: A Comparative Study of Topic Modelling Techniques with a Multi-Metric Data Cleaning Framework
    Rahul Deka, Reetesh Kumar Srivastava · 2025 · Journal of Information Technology Cybersecurity and Artificial Intelligence
  47. Disease diagnosis from unstructured medical texts using machine learning techniques
    A. D. Ermak, E. A. Makarova, A N Kaftanov, Gavrilov Dv, R. E. Novitskiy, A. V. Gusev · 2026 · National Health Care (Russia)
  48. Integrating patient-reported weight gain cause narratives into personalized obesity management: a data-driven approach with natural language processing and machine learning
    Miksa Máté Henkrich, Maitane Núñez-García, Ignacio Sajoux, Begoña de Cuevillas, Juan Jose Lopez-Gomez, J. Alfredo Martínez, Daniel de Luis · 2026 · Frontiers in Nutrition
  49. Clinical Knowledge Representation in Data Science
    Tram Anh Nguyen, Wendy Su, Ananya S. Rajagopalan, Nia Abdurezak, Oresta S I Hewryk, Joseph D. Romano · 2026 · Annual Review of Biomedical Data Science
  50. Large Language Models for Clinical Narrative Processing: Methods, Applications, and Challenges
    Achilleas Livieratos, Junjing Lin, Paraskevi Chasani, Mina Gaga, Fotios S. Fousekis, Charalambos A. Gogos, Karolina Akinosoglou, Konstantinos H. Katsanos, Margaret Gamalo · 2026 · Methods and Protocols
  51. The Language-Based Assessment Model Library: Open Model Sharing for Independent Validation and Broader Applications
    August Nilsson, Veerle Celine Eijsbroek, Zhuojun Gu, Katarina Kjell, Salvatore Giorgi, Roman Kotov, Adithya V Ganesan, H. Andrew Schwartz, Oscar Kjell · 2026 · Advances in Methods and Practices in Psychological Science
  52. Applying artificial intelligence to automate clinical data extraction from veterinary electronic health records: A practical guidance and comparative scoping review
    Yumi Chang, Candice P. Chu · 2026 · Veterinary Pathology
  53. ANNO: A General Annotation Tool for Bilingual Clinical Note Information Extraction
    Kye Hwa Lee, Hyunsung Lee, Jinhyeok Park, Yi‐Jun Kim, Youngho Lee · 2022 · Healthcare Informatics Research
  54. TAX-Corpus: Taxonomy based Annotations for Colonoscopy Evaluation
    Shorabuddin Syed, Adam Angel, Hafsa Bareen Syeda, Carole Jennings, Joseph VanScoy, Mahanazuddin Syed, Melody Greer, Sudeepa Bhattacharyya, Shaymaa Al‐Shukri, Meredith Nahm Zozus et al. · 2022 · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC)
  55. Simulation and annotation of global acronyms
    Maxim Filimonov, Daphné Chopard, ‪Irena Spasić · 2022 · Bioinformatics
  56. Can artificial intelligence increase the efficiency in referrals from primary to specialized care?
    Marta Tejedor, Antonio Herrero, Carlos Castresana, Raúl Mesón, Juan Carlos Taracido‐Fernández, Marta Sánchez, María Delgado · 2022 · Revista Española de Enfermedades Digestivas
  57. EGDE: A Framework for Bridging the Gap in Medical Zero-shot Relation Triplet Extraction
    Jiayuan Su, Jian Zhang, Peng Peng, Hongwei Wang · 2023 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
  58. Automatic Extraction of Skin and Soft Tissue Infection Status from Clinical Notes
    Jamie L W Rhoads, Lee M. Christensen, J. S. Westerdahl, Vanessa W Stevens, Wendy W. Chapman, Mike Conway · 2024 · Studies in health technology and informatics
  59. Text Classification
    Trevor Cohen, Serguei Pakhomov, Amandalynne Paullada, Meliha Yetişgen · 2024 · Cognitive informatics in biomedicine and healthcare
  60. Radiologic text correction for better machine understanding
    András Kicsi, Klaudia Szabó Ledenyi, László Vidács · 2024 · Engineering Reports
  61. Artificial Intelligence (AI): A Potential Technology in Healthcare Sector
    Alok Bharadwaj · 2024 · BENTHAM SCIENCE PUBLISHERS eBooks
  62. Processing of Short-Form Content in Clinical Narratives: Systematic Scoping Review
    Amila Kugic, Ingrid Martin, Luise Modersohn, Peter Pallaoro, Markus Kreuzthaler, Stefan Schulz, Martin Boeker · 2024 · Journal of Medical Internet Research
  63. Transformative AI in Biomedicine Analysis
    Naresh Kumar Tiwari · 2024 · Advances in information security, privacy, and ethics book series
  64. CroMA: Cross-Modal Attention for Visual Question Answering in Robotic Surgery
    Greetta Antonio, Jobin Jose, Sudhish N. George, Kiran Bylappa Raja · 2024 · Lecture notes in computer science
  65. Diagnosis extraction from unstructured Dutch echocardiogram reports using span- and document-level characteristic classification
    Bauke K. O. Arends, Melle B. Vessies, Dirk van Osch, Arco J. Teske, Pim van der Harst, René van Es, Bram van Es · 2025 · BMC Medical Informatics and Decision Making
  66. Enhancing an enterprise data warehouse for research with data extracted using natural language processing
    Tanja Magoč, Russell Everson, Christopher A. Harle · 2023 · Journal of Clinical and Translational Science
  67. Automating disease diagnosis and cause-of-death classification from medical narratives using event extraction and temporal ordering
    Serena Jeblee · 2021 · TSpace (University of Toronto)
  68. Analyzing the Granularity and Cost of Annotation in Clinical Sequence Labeling
    Haozhan Sun, Chenchen Xu, Hanna Suominen · 2021 · arXiv (Cornell University)
  69. Défis et possibilités en matière de santé publique rendus possibles grâce aux progrès du traitement des langues naturelles
    Oliver Baclic, Matthew C. Tunis, Kelsey Young, Coraline Doan, Howard Swerdfeger · 2020 · Relevé des maladies transmissibles au Canada
  70. Мінімаксний підхід в машинному навчанні: сучасний стан та перспективи розвитку.
    V. P. Martseniuk, Ігор Андрущак, Nazar Milian · 2021 · COMPUTER-INTEGRATED TECHNOLOGIES EDUCATION SCIENCE PRODUCTION
  71. The Tools and Resources for Clinical Text Processing
    Ulfeta Marovac, Aldina Avdić · 2021 · International Scientific Conference Sinteza
  72. Minimax Combined with Machine Learning to Cope with Uncertainties in Medical Application
    Oleksandr Nakonechnyi, Vasyl Martsenyuk, Aleksandra Kłos-Witkowska, D. V. Zhehestovska · 2021 · Lecture notes in networks and systems
  73. An Intelligent Literature Review: an Inductive Approach to define Machine Learning Applications in the clinical domain
    Renu Sabharwal, Shah Jahan Miah · 2022 · Research Square
  74. Clinical Named Entity Recognition based on Deep Learning with Pre-trained Word Embedding for Colonoscopy Reports: Model Development and Performance Evaluation (Preprint)
    Donghyeong Seong, Yoon-Ho Choi, Sungwon Jung, Sungchul Bae, Soo-Yong Shin, Byoung-Kee Yi · 2021
  75. Novel and Simplified Predictive Computational Model for Clinical Diagnosis on Complex Medical Information
    A. S. Chandru, Katakam Venkata Seetharam · 2022 · Lecture notes in networks and systems
  76. Literature Review on Application of Natural Language Processing and Machine Learning Techniques for Risk Prediction of Mucormycosis
    U Kavitha, Babu Rao · 2022 · International Journal for Research in Applied Science and Engineering Technology
  77. Medical BigBERTa: An Optimized Transformer for Long Medical Document
    Chérubin Mugisha, Incheon Paik · 2022
  78. Medical BigBERTa: An Optimized Transformer for Long Medical Document
    Chérubin Mugisha, Incheon Paik · 2022
  79. Medical BigBERTa: An Optimized Transformer for Long Medical Document
    Chérubin Mugisha, Incheon Paik · 2022
  80. A Machine Learning Model Integrated with the Clinical Workflow Detects Sepsis Early with High Sensitivity and Specificity
    Mohammed A. Mahyoub, Ravi Yadav, Kacie Doughetry, Ajit Shukla · 2023 · medRxiv
  81. Classification of Surgical Patients Needing Preoperative Cardiac Evaluations: A Comparison of General-Purpose and Domain-Specific Large Language Models (Preprint)
    Jeffrey Logan Tully, Onkar Litake, Minhthy N. Meineke, Sierra Simpson, Ruth S. Waterman, Rodney Allanigue Gabriel · 2023
  82. Artificial intelligence and deep learning in molecular testing
    Joshua Levy, Louis Joseph Vaickus · 2023 · Elsevier eBooks
  83. Comma: A Collaborative Medical Text Annotation Platform
    Hetong Ma, Xiaowei Xu, Xuwen Wang, Zhen Guo, Jiao Li · 2023 · IEEE International Conference on Healthcare Informatics (ICHI)
  84. Leveraging Unlabeled Clinical Data to Boost Performance of Risk Stratification Models for Suspected Acute Coronary Syndrome.
    Yutong Wu, David Conlan, Siegfried Perez, Anthony N Nguyen · 2023 · PubMed Central
  85. GDEMO-HAT: Knowledge-guided Medical Text Classification Using Heterogeneous Graph-based Dependency Modeling with Hierarchical Attention
    Yunfan Zhou, Hao Chen, Ying Li, Xuxue Sun, Hao Zeng, Aihong H. Qin, Tongqing Ma, Shanshan Shen · 2023 · IEEE International Conference on Data Science and Computer Application (ICDSCA)
  86. Anotado semiautomático de eventos de emergencia reportados en X basado en aprendizaje automático y computación evolutiva
    Jesús Zambrano-Zambrano, Joel Garcia-Arteaga, Jorge Antonio Párraga Álava · 2023 · Revista Científica de Informática ENCRIPTAR
  87. Additional file 2 of A systematic review of natural language processing applied to radiology reports
    Arlene Casey, Emma M. Davidson, Michael T. C. Poon, Hang Dong, Daniel Duma, Andreas Grivas, Claire Grover, Víctor Suárez-Paniagua, Richard Tobin, William N. Whiteley et al. · 2021 · Figshare
  88. Study of Violence Against Women and its Characteristics Using Application of Data Mining Techniques
    Vishal Nayakwadi, Ganesh Nehe, MANISH CHAUDHARI -, Sonali Powar · 2024 · International Journal of Scientific Research in Science Engineering and Technology
  89. “The reasons you believe …”: An exploratory study of text driven evidence gathering and prediction from first responder records justifying state authorised intervention for mental health episodes
    Sourav Das, Janet Catterall, Richard Stone, ALAN R. CLOUGH · 2024 · Computer Methods and Programs in Biomedicine
  90. RESEARCH ON THE CONTENT OF MEDICAL ESSAYS: NEURAL NETWORKS APPROACHES AND TRADITIONAL METHODS
    Ashot Arsenovich Melikbekyan, A.M. Borbat, Tatiana O. Novikova, K.A. Pavlov · 2024 · International Journal of Applied and Fundamental Research (Международный журнал прикладных и фундаментальных исследований)
  91. The More, the Better? Modalities of Metastatic Status Extraction on Free Medical Reports Based on Natural Language Processing
    Emmanuelle Kempf, Sonia Priou, Ariel Cohen, Akram Redjdal, Étienne Guével, Xavier Tannier · 2024 · JCO Clinical Cancer Informatics
  92. Would You Trust an AI Doctor? Building Reliable Medical Predictions with Kernel Dropout Uncertainty
    Ubaid Azam, Imran Razzak, Shelly Vishwakarma, Hakim Hacid, Dell Zhang, Shoaib Jameel · 2024 · Lecture notes in computer science
  93. SeqClin: Pattern-Based Analysis and Classification of Clinical Datasets
    M. Saqib Nawaz, Philippe Fournier‐Viger, Jimmy Ming‐Tai Wu · 2024 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
  94. SUDS: A Strategy for Unsupervised Drift Sampling
    Christofer Fellicious, Lorenz Wendlinger, Mario Lopez Gancarski, Jelena Mitrović, Michael Granitzer · 2024 · IEEE International Conference on Tools with Artificial Intelligence (ICTAI)
  95. BAKER: Bayesian Kernel Uncertainty in Domain-Specific Document Modelling
    Ubaid Azam, Imran Razzak, Shelly Vishwakarma, Hakim Hacid, Dell Zhang, Shoaib Jameel · 2025 · ACM International Conference on Web Search and Data Mining (WSDM)
  96. Application Value and Progress of Unstructured Data in Early Prediction of Pediatric Sepsis
    婉沁 宋 · 2025 · Advances in Clinical Medicine
  97. Natural Language Processing for assessing multimorbidity: A systematic review
    Ravi Shankar, Ziyu Goh, Qian Xu · 2025 · medRxiv
  98. Large-angle convergent-beam electron diffraction patterns via conditional generative adversarial networks
    Joseph J. Webb, Richard Beanland, Rudolf A. Römer · 2025 · Ultramicroscopy
  99. A Novel Prompt Engineering Framework of Large Language Models for Detecting Gout Flares
    Lingfei Qian, Qin Hu, Qianqian Xie, Eugenia Yupei Chock, Hua Xu, Na Hong · 2025 · IEEE International Conference on Healthcare Informatics (ICHI)
  100. Machine Learning and Word Representation Techniques in Medical Transcription Data Analysis
    Anna Danties, P. K. Nizar Banu, Ahmad Taher Azar, Nashwa Ahmad Kamal, Mohamed Tounsi, Chakib Ben Njima · 2025 · International Conference on Control, Automation and Diagnosis (ICCAD)