Search Results - "Natural Language Processing"

Natural Language Processing Chatbot-Based Interventions for Improvement of Diet, Physical Activity, and Tobacco Smoking Behaviors: Systematic Review.

Chen J; Department of Maternal and Child Health, School of Public Health, Peking University, No. 38, Xueyuan Road, Haidian District, Beijing, 100191, China., Hu RZ; Department of Preventive Medicine, School of Public Health, Peking University, Beijing, China., Zhuang YX; Department of Preventive Medicine, School of Public Health, Peking University, Beijing, China., Zhang JQ; Department of Preventive Medicine, School of Public Health, Peking University, Beijing, China., Shan R; Department of Maternal and Child Health, School of Public Health, Peking University, No. 38, Xueyuan Road, Haidian District, Beijing, 100191, China., Yang Y; Department of Maternal and Child Health, School of Public Health, Peking University, No. 38, Xueyuan Road, Haidian District, Beijing, 100191, China., Liu Z; Department of Maternal and Child Health, School of Public Health, Peking University, No. 38, Xueyuan Road, Haidian District, Beijing, 100191, China.; Department of Preventive Medicine, School of Public Health, Peking University, Beijing, China.

Journal Article; Systematic Review , 2025

GDReCo: Fine-grained gene-disease relationship extraction corpus.

Yu H; Medical Innovation Research Department of PLA General Hospital, Beijing, 100853, China; Key Laboratory of Biomedical Engineering and Translational Medicine, Ministry of Industry and Information Technology, Chinese PLA General Hospital, Beijing, China., Wu J; Medical Innovation Research Department of PLA General Hospital, Beijing, 100853, China; National Engineering Laboratory for Medical Big Data Application Technology, Chinese PLA General Hospital, Beijing, 100853, China., Bian S; Cardiology Department of the Second Medical Center & National Clinical Research Center for Geriatric Disease, Chinese PLA General Hospital, Beijing, 100853, China., Zhang S; Ping An Health Technology, Shanghai, China., Wu Y; School of Software Engineering, Beijing Jiaotong University, Beijing, 100044, China., Zhou Z; School of Software Engineering, Beijing Jiaotong University, Beijing, 100044, China., Jia Q; Beijing Key Laboratory for Precision Medicine of Chronic Heart Failure, Chinese PLA General Hospital, Beijing, China., Ni Y; Ping An Health Technology, Shanghai, China., Huang Z; Institute of Artificial Intelligence, Zhejiang University, Hangzhou, 310027, China., Yan H; Department of Anesthesiology, Beijing Stomatological Hospital, Capital Medical University, Beijing, China., Wang W; Medical Innovation Research Department of PLA General Hospital, Beijing, 100853, China; Key Laboratory of Biomedical Engineering and Translational Medicine, Ministry of Industry and Information Technology, Chinese PLA General Hospital, Beijing, China. Electronic address: wangwd301@126.com., He K; Medical Innovation Research Department of PLA General Hospital, Beijing, 100853, China; Key Laboratory of Biomedical Engineering and Translational Medicine, Ministry of Industry and Information Technology, Chinese PLA General Hospital, Beijing, China; National Engineering Laboratory for Medical Big Data Application Technology, Chinese PLA General Hospital, Beijing, 100853, China; Beijing Key Laboratory for Precision Medicine of Chronic Heart Failure, Chinese PLA General Hospital, Beijing, China. Electronic address: kunlunhe@plagh.org., Shi J; Medical Innovation Research Department of PLA General Hospital, Beijing, 100853, China; Key Laboratory of Biomedical Engineering and Translational Medicine, Ministry of Industry and Information Technology, Chinese PLA General Hospital, Beijing, China; National Engineering Laboratory for Medical Big Data Application Technology, Chinese PLA General Hospital, Beijing, 100853, China; Beijing Key Laboratory for Precision Medicine of Chronic Heart Failure, Chinese PLA General Hospital, Beijing, China. Electronic address: shijinlong@plagh.org.

Journal Article , 2025

Advanced NLP-driven predictive modeling for tailored treatment strategies in gastrointestinal cancer.

Ye Z; Digestive System Department, Dunhuang Hospital, Dunhuang, Gansu,736200, China. Electronic address: yzj918918@163.com., Ban H; Digestive System Department, Dunhuang Hospital, Dunhuang, Gansu,736200, China. Electronic address: bakosu@163.com., Li C; Digestive System Department, Dunhuang Hospital, Dunhuang, Gansu,736200, China. Electronic address: 13893737010@163.com., Chen S; Lanzhou xigu district people's hospital Dunhuang, Lanzhou, 736200, China. Electronic address: 18294424732@139.com.

Journal Article , 2025

Integrating large language models with human expertise for disease detection in electronic health records.

Pan J; Centre for Health Informatics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Libin Cardiovascular Institute, University of Calgary, Calgary, AB, Canada. Electronic address: jie.pan@ucalgary.ca., Lee S; Centre for Health Informatics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Provincial Research Data Services, Alberta Health Services, Calgary, AB, Canada., Cheligeer C; Centre for Health Informatics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Provincial Research Data Services, Alberta Health Services, Calgary, AB, Canada., Martin EA; Centre for Health Informatics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Provincial Research Data Services, Alberta Health Services, Calgary, AB, Canada., Riazi K; Centre for Health Informatics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Libin Cardiovascular Institute, University of Calgary, Calgary, AB, Canada., Quan H; Centre for Health Informatics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Libin Cardiovascular Institute, University of Calgary, Calgary, AB, Canada., Li N; Centre for Health Informatics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Libin Cardiovascular Institute, University of Calgary, Calgary, AB, Canada.

Journal Article , 2025

The application of natural language processing technology in hospital network information management systems: Potential for improving diagnostic accuracy and efficiency.

Wang S; Department of Information, Third Affiliated Hospital of Naval Medical University, Shanghai, 200438, PR China., Luo H; Naval Healthcare Information Center, Naval Medical University, Shanghai 200438, PR China. Electronic address: hongluo2025@126.com.

Journal Article , 2025

Studying memory narratives with natural language processing.

Fenerci C; Department of Psychology, McGill University, Montreal, Québec, Canada., Cheng Z; Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, Ontario, Canada; Department of Psychology, University of Toronto, Toronto, Ontario, Canada., Addis DR; Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, Ontario, Canada; Department of Psychology, University of Toronto, Toronto, Ontario, Canada; School of Psychology, The University of Auckland, Auckland, New Zealand., Bellana B; Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, Ontario, Canada; Department of Psychology, Glendon Campus, York University, Toronto, Ontario, Canada., Sheldon S; Department of Psychology, McGill University, Montreal, Québec, Canada. Electronic address: signy.sheldon@mcgill.ca.

Journal Article; Review , 2025

Large language models in breast cancer reconstruction: A framework for patient-specific recovery and predictive insights.

Zheng C; Division of Breast Surgery, Department of General Surgery, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen 518020, Guangdong, PR China. Electronic address: zcrao2011@163.com., Li Q; Division of Breast Surgery, Department of General Surgery, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen 518020, Guangdong, PR China. Electronic address: RhiannaQ7472@163.com., Lu G; Division of Breast Surgery, Department of General Surgery, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen 518020, Guangdong, PR China. Electronic address: karelgl@163.com., Mai Y; Division of Breast Surgery, Department of General Surgery, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen 518020, Guangdong, PR China. Electronic address: m13509693025@126.com., Hu Y; Division of Breast Surgery, Department of General Surgery, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen 518020, Guangdong, PR China. Electronic address: 15815571318@163.com.

Journal Article , 2025

Accelerating autism spectrum disorder care: A rapid review of data science applications in diagnosis and intervention.

Ganggayah MD; School of Business, Monash University Malaysia, Malaysia. Electronic address: moganadarshini.ganggayah@monash.edu., Zhao D; School of Business, Monash University Malaysia, Malaysia., Liew EJY; School of Business, Monash University Malaysia, Malaysia., Mohd Nor NA; School of Pharmacy, Monash University Malaysia, Malaysia., Paramasivam T; Garden International School, Mont Kiara, Kuala Lumpur, Malaysia., Lee YY; Shining Star Learning Hub, Taman Bukit Desa, Kuala Lumpur, Malaysia., Abu Hasan NI; School of Mathematical Sciences Studies, College of Computing, Informatics and Mathematics, Universiti Teknologi MARA, Perlis Branch, Arau Campus, Malaysia., Shaharuddin S; School of Pharmacy, Monash University Malaysia, Malaysia.

Journal Article; Review , 2025

NLP for computational insights into nutritional impacts on colorectal cancer care.

Gong S; The Affiliated Hospital of Nantong University, Nantong University, Nantong, Jiangsu 226001, PR China. Electronic address: gsn6574172@163.com., Jin X; The Affiliated Hospital of Nantong University, Nantong, Jiangsu 226001, PR China. Electronic address: 1554319715@qq.com., Guo Y; Nantong University, Nantong, Jiangsu 226001, PR China. Electronic address: jyg@ntu.edu.cn., Yu J; Nantong University, Nantong, Jiangsu 226001, PR China. Electronic address: 1014147829@qq.com.

Journal Article , 2025

Utilizing natural language processing to analyze student narrative reflections for medical curriculum improvement.

Olex AL; C. Kenneth and Diane Wright Regional Center for Clinical and Translational Science, Virginia Commonwealth University, Richmond, Virginia, USA., Garber AM; Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA., Santen SA; Department of Emergency Medicine, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA., Blondino C; Department of Health Sciences, University of Richmond, Richmond, Virginia, USA., Goldberg S; Department of Surgery, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA., DiazGranados D; C. Kenneth and Diane Wright Regional Center for Clinical and Translational Science, Virginia Commonwealth University, Richmond, Virginia, USA.; Department of Psychiatry, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA.

Journal Article , 2025

Benchmarking domain-specific pretrained language models to identify the best model for methodological rigor in clinical studies.

Zhou F; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada., Parrish R; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada., Afzal M; Department of Computing, Faculty of Computing, Engineering and the Built Environment, Birmingham City University, Birmingham, United Kingdom., Saha A; Department of Oncology, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada., Haynes RB; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada., Iorio A; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada; Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada., Lokker C; Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada. Electronic address: lokkerc@mcmaster.ca.

Journal Article; Review , 2025

Multi-layered data framework for enhancing postoperative outcomes and anaesthesia management through natural language processing.

Xu P; The Second Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou, 563000, PR China. Electronic address: xupeng140704@163.com.

Journal Article , 2025

Leveraging natural language processing to elucidate real-world clinical decision-making paradigms: A proof of concept study.

Alon Y; Nursing Department, School of Health Professions, Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel., Naimi E; Nursing Department, School of Health Professions, Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel., Levin C; Faculty of School of Life and Health Sciences, Nursing Department, The Jerusalem College of Technology-Lev Academic Center, Jerusalem, Israel., Videl H; Faculty of School of Life and Health Sciences, Nursing Department, The Jerusalem College of Technology-Lev Academic Center, Jerusalem, Israel., Saban M; Nursing Department, School of Health Professions, Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel. Electronic address: morsaban1@tauex.tau.ac.il.

Journal Article , 2025

AI driven cardiovascular risk prediction using NLP and Large Language Models for personalized medicine in athletes.

Li A; Graduate School of Arts and Science, Dongshin University, Naju, 58245, South Korea. Electronic address: liang95965@Gmail.com., Wang Y; Department of Basic Teaching and Research, Jilin Sport University, Changchun, Jilin, 130022, China. Electronic address: 18737012812@163.com., Chen H; School of Physical Education, Zhengzhou University of Science and Technology, Zhengzhou, Henan, 450064, China.

Journal Article , 2025

A Large Language Model to Detect Negated Expressions in Radiology Reports.

Su Y; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 3400 Spruce Street, Philadelphia, 19104, PA, USA., Babore YB; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 3400 Spruce Street, Philadelphia, 19104, PA, USA., Kahn CE Jr; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 3400 Spruce Street, Philadelphia, 19104, PA, USA. ckahn@upenn.edu.; Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, PA, USA. ckahn@upenn.edu.

Journal Article , 2025

NLP-driven integration of electrophysiology and traditional Chinese medicine for enhanced diagnostics and management of postpartum pain.

Wang Y; Xingtai People's Hospital Obstetrics Department, Xingtai City, Hebei Province, 054000, PR China. Electronic address: 15226881196@163.com.

Journal Article , 2025

Large Language Models in Medicine: Applications, Challenges, and Future Directions.

Yu E; Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China., Chu X; Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China., Zhang W; Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China., Meng X; Pengcheng Laboratory, Shenzhen 518055, P. R. China., Yang Y; Institute for AI, Peking University., Ji X; Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China., Wu C; Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.

Journal Article; Review , 2025

Emotion-Aware RoBERTa enhanced with emotion-specific attention and TF-IDF gating for fine-grained emotion recognition.

Alqarni F; Department of Computer Science, College of Computer Sciences and Information Technology, King Faisal University, Hofuf, Saudi Arabia., Sagheer A; Department of Computer Science, College of Computer Sciences and Information Technology, King Faisal University, Hofuf, Saudi Arabia. asagheer@kfu.edu.sa., Alabbad A; Department of Computer Science, College of Computer Sciences and Information Technology, King Faisal University, Hofuf, Saudi Arabia., Hamdoun H; Department of Computer Science, College of Computer Sciences and Information Technology, King Faisal University, Hofuf, Saudi Arabia.

Journal Article , 2025

Lexical associations can characterize clinical documentation trends related to palliative care and metastatic cancer.

Yang HY; Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA., Raghunathan K; Department of Anesthesia and Perioperative Care, Duke University, Durham, NC, USA., Widera E; Division of Geriatrics, San Francisco VA Health Care System, San Francisco, CA, USA., Pantilat SZ; Division of Palliative Medicine, University of California San Francisco, San Francisco, CA, USA., Brender T; Department of Internal Medicine, University of California San Francisco, San Francisco, CA, USA., Heintz TA; Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Boston, MA, USA., Espejo E; Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, San Francisco, CA, USA., Boscardin J; Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA.; Division of Geriatrics, San Francisco VA Health Care System, San Francisco, CA, USA., Mills H; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA., Lee A; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA., Berchuck J; Division of Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA., Cobert J; Anesthesia Service, San Francisco VA Health Care System, 4150 Clement St Building 6, Office 206, San Francisco, CA, USA. Julien.cobert@ucsf.edu.; Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco, CA, USA. Julien.cobert@ucsf.edu.

Journal Article , 2025

Scientific Evidence for Clinical Text Summarization Using Large Language Models: Scoping Review.

Bednarczyk L; Division of Medical Information Sciences, University Hospital of Geneva, Geneva, Switzerland., Reichenpfader D; Institute for Patient-centered Digital Health, Bern University of Applied Sciences, Biel, Switzerland.; Faculty of Medicine, University of Geneva, Geneva, Switzerland., Gaudet-Blavignac C; Division of Medical Information Sciences, University Hospital of Geneva, Geneva, Switzerland., Ette AK; Division of Medical Information Sciences, University Hospital of Geneva, Geneva, Switzerland.; Faculty of Medicine, University of Geneva, Geneva, Switzerland., Zaghir J; Division of Medical Information Sciences, University Hospital of Geneva, Geneva, Switzerland.; Faculty of Medicine, University of Geneva, Geneva, Switzerland., Zheng Y; Division of Medical Information Sciences, University Hospital of Geneva, Geneva, Switzerland.; Faculty of Medicine, University of Geneva, Geneva, Switzerland., Bensahla A; Division of Medical Information Sciences, University Hospital of Geneva, Geneva, Switzerland.; Faculty of Medicine, University of Geneva, Geneva, Switzerland., Bjelogrlic M; Division of Medical Information Sciences, University Hospital of Geneva, Geneva, Switzerland.; Faculty of Medicine, University of Geneva, Geneva, Switzerland., Lovis C; Division of Medical Information Sciences, University Hospital of Geneva, Geneva, Switzerland.; Faculty of Medicine, University of Geneva, Geneva, Switzerland.

Journal Article; Scoping Review , 2025