Clinical Note Generation From Doctor-Patient Conversations Using Parameter-Efficient Fine-Tuning Large Language Models: Comparative Study.

Συγγραφείς: Ahmed S; Department of Computer Science & Engineering, BRAC University, Kha 224 Pragati Sarani, Merul Badda, Dhaka, 1212, Bangladesh, 880 1796965173., Yousuf Sadeque F; Department of Computer Science & Engineering, BRAC University, Kha 224 Pragati Sarani, Merul Badda, Dhaka, 1212, Bangladesh, 880 1796965173.

Πηγή: JMIR medical informatics [JMIR Med Inform] 2026 Jun 03; Vol. 14, pp. e82545. Date of Electronic Publication: 2026 Jun 03.

Τύπος έκδοσης: Journal Article; Comparative Study

Στοιχεία περιοδικού: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101645109 Publication Model: Electronic Cited Medium: Internet ISSN: 2291-9694 (Electronic) Linking ISSN: 22919694 NLM ISO Abbreviation: JMIR Med Inform Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Large Language Models* , Physician-Patient Relations* , Natural Language Processing* , Communication*, Humans

The word and the way: strategies for domain-specific BERT pre-training in German medical NLP.

Συγγραφείς: He H; School of Computation, Information and Technology, Technical University of Munich, Munich, Germany., Frei J; Chair of IT Infrastructure for Translational Medical Research, Faculty of Applied Computer Science, University of Augsburg, Augsburg, Germany., Schmitt R; School of Computation, Information and Technology, Technical University of Munich, Munich, Germany. raphael.schmitt@uniklinik-freiburg.de.; Institute of General Practice, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany. raphael.schmitt@uniklinik-freiburg.de.

Πηγή: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2026 Aug 06; Vol. 26 (1). Date of Electronic Publication: 2026 Aug 06.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Natural Language Processing*, Germany ; Humans ; Large Language Models ; Electronic Health Records

Optimizing Retrieval-Augmented Generation (RAG) in clinical medicine: methods and performance evaluation.

Συγγραφείς: Li P; Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, United States., Patel A; Division of Pulmonary, Allergy and Sleep Medicine, Mayo Clinic, Jacksonville, FL, United States., Vallamchetla SK; Department of Neurology, Mayo Clinic, Jacksonville, FL, United States., Heninger H; Division of Pulmonary, Allergy and Sleep Medicine, Mayo Clinic, Jacksonville, FL, United States., Contractor H; Division of Pulmonary, Allergy and Sleep Medicine, Mayo Clinic, Jacksonville, FL, United States., Tao C; Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, United States., Cheung J; Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, United States.; Division of Pulmonary, Allergy and Sleep Medicine, Mayo Clinic, Jacksonville, FL, United States.

Πηγή: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2026 Aug 01; Vol. 33 (8), pp. 1436-1445.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Oxford University Press Country of Publication: England NLM ID: 9430800 Publication Model: Print Cited Medium: Internet ISSN: 1527-974X (Electronic) Linking ISSN: 10675027 NLM ISO Abbreviation: J Am Med Inform Assoc Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Information Storage and Retrieval*/methods , Sleep Medicine Specialty* , Natural Language Processing*, Large Language Models ; Humans ; Generative Artificial Intelligence ; Knowledge Bases ; Benchmarking

How ICU clinicians document 'Futility': A 10-year analysis of critical care notes using natural language processing notes.

Συγγραφείς: Brender TD; Hospital Medicine Section, San Francisco VA Health Care System, San Francisco, CA, United States of America; Department of Medicine, School of Medicine, University of California, San Francisco, San Francisco, CA, United States of America., Stumpf N; Department of Medicine, Division of Pulmonary, Allergy, and Critical Care, Stanford University, Stanford, CA, United States of America., Vossler K; Department of Medicine, School of Medicine, University of California, San Francisco, San Francisco, CA, United States of America., Kim S; Department of Medicine, Division of Pulmonary, Allergy, and Critical Care, Stanford University, Stanford, CA, United States of America., Mills H; Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, United States of America., Lee A; Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, United States of America., Yang HY; Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, United States of America., Heintz T; Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America., Espejo E; Division of Geriatrics, University of California, San Francisco, San Francisco, CA, United States of America., Boscardin J; Division of Geriatrics, University of California, San Francisco, San Francisco, CA, United States of America., Pantilat S; Division of Palliative Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, United States of America., Chapman AC; Department of Medicine, the Division of Critical Care and Palliative Medicine, University of California, San Francisco, San Francisco, CA, United States of America; Department of Surgery, University of California, San Francisco, San Francisco, CA, United States of America., Widera E; Division of Geriatrics, University of California, San Francisco, San Francisco, CA, United States of America; Department of Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, University of California, San Francisco, San Francisco, CA, United States of America., Smith AK; Department of Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, University of California, San Francisco, San Francisco, CA, United States of America., Cobert J; Anesthesia Service, San Francisco VA Health Care System, University of California, San Francisco, San Francisco, CA, United States of America; Department of Anesthesia and Perioperative Care, University of California, San Francisco, San Francisco, CA, United States of America. Electronic address: Julien.cobert@ucsf.edu.

Πηγή: Journal of critical care [J Crit Care] 2026 Aug; Vol. 94, pp. 155526. Date of Electronic Publication: 2026 Mar 23.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: W.B. Saunders Country of Publication: United States NLM ID: 8610642 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-8615 (Electronic) Linking ISSN: 08839441 NLM ISO Abbreviation: J Crit Care Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Medical Futility* , Natural Language Processing* , Intensive Care Units* , Critical Care*, Humans

What's new on the market? Combining internet traces and pretrained language models to recognize emerging drug names.

Συγγραφείς: Grenier G; Ecole des Sciences Criminelles, University of Lausanne, Lausanne 1015, Switzerland. Electronic address: guillaume.grenier@unil.ch., Charest M; Ecole des Sciences Criminelles, University of Lausanne, Lausanne 1015, Switzerland., Esseiva P; Ecole des Sciences Criminelles, University of Lausanne, Lausanne 1015, Switzerland., Rossy Q; Ecole des Sciences Criminelles, University of Lausanne, Lausanne 1015, Switzerland.

Πηγή: Forensic science international [Forensic Sci Int] 2026 Aug; Vol. 385, pp. 112958. Date of Electronic Publication: 2026 Mar 30.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Elsevier Science Ireland Country of Publication: Ireland NLM ID: 7902034 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-6283 (Electronic) Linking ISSN: 03790738 NLM ISO Abbreviation: Forensic Sci Int Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Internet* , Illicit Drugs* , Psychotropic Drugs* , Terminology as Topic* , Natural Language Processing*, Humans

Applications of Machine Learning, Natural Language Processing, and Generative Artificial Intelligence in Dermatology Education and Research: A Scoping Review.

Συγγραφείς: Lau LDW; Department of Dermatology, Western Health, St Albans, Victoria, Australia., Tran V; Department of Dermatology, Royal Melbourne Hospital, Parkville, Victoria, Australia., Chapman W; Centre for Clinical Informatics, The University of Texas Southwestern Medical Centre, Dallas, USA.; Centre for Digital Transformation of Health, The University of Melbourne, Melbourne, Australia., Morgan V; Department of Dermatology, Royal Melbourne Hospital, Parkville, Victoria, Australia., Scardamaglia L; Department of Dermatology, Western Health, St Albans, Victoria, Australia.; Department of Dermatology, Royal Melbourne Hospital, Parkville, Victoria, Australia.; Department of Medicine, University of Melbourne, Parkville, Victoria, Australia., Ross G; Department of Dermatology, Royal Melbourne Hospital, Parkville, Victoria, Australia.; Department of Medicine, University of Melbourne, Parkville, Victoria, Australia., Wong CC; Department of Dermatology, Royal Melbourne Hospital, Parkville, Victoria, Australia.; Department of Medicine, University of Melbourne, Parkville, Victoria, Australia.; Department of Dermatology, Monash Health, Clayton, Victoria, Australia.

Πηγή: International journal of dermatology [Int J Dermatol] 2026 Aug; Vol. 65 (8), pp. 1600-1610. Date of Electronic Publication: 2026 Apr 14.

Τύπος έκδοσης: Journal Article; Scoping Review

Στοιχεία περιοδικού: Publisher: Blackwell Science Country of Publication: England NLM ID: 0243704 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1365-4632 (Electronic) Linking ISSN: 00119059 NLM ISO Abbreviation: Int J Dermatol Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Biomedical Research*/methods , Dermatology*/education , Artificial Intelligence* , Machine Learning* , Natural Language Processing*, Humans ; Data Mining ; Generative Artificial Intelligence ; Large Language Models

Artificial intelligence language models for medical text analysis: A systematic review.

Συγγραφείς: Sorayaie Azar A; Department of Computer Engineering, Urmia University, Urmia, Iran., Bagherzadeh Mohasefi J; Department of Computer Engineering, Urmia University, Urmia, Iran. Electronic address: j.bagherzadeh@urmia.ac.ir., Wiil UK; SDU Health Informatics and Technology, The Maersk Mc-Kinney Institute, University of Southern Denmark, Odense, Denmark., Naemi A; SDU Health Informatics and Technology, The Maersk Mc-Kinney Institute, University of Southern Denmark, Odense, Denmark., Ebrahimi A; SDU Health Informatics and Technology, The Maersk Mc-Kinney Institute, University of Southern Denmark, Odense, Denmark.

Πηγή: Artificial intelligence in medicine [Artif Intell Med] 2026 Aug; Vol. 178, pp. 103441. Date of Electronic Publication: 2026 Apr 28.

Τύπος έκδοσης: Journal Article; Systematic Review; Review

Στοιχεία περιοδικού: Publisher: Elsevier Science Publishing Country of Publication: Netherlands NLM ID: 8915031 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2860 (Electronic) Linking ISSN: 09333657 NLM ISO Abbreviation: Artif Intell Med Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Data Mining*/methods , Natural Language Processing* , Artificial Intelligence* , Electronic Health Records*, Humans ; Machine Learning ; Large Language Models ; Generative Artificial Intelligence

EmbBERT: Attention under 2 MB memory.

Συγγραφείς: Bravin R; Department of Electronics, Information and Bioengineering, Politecnico di Milano, Via Ponzio 34/5, Milano, 20133, Italy. Electronic address: riccardo.bravin@polimi.it., Pavan M; Department of Electronics, Information and Bioengineering, Politecnico di Milano, Via Ponzio 34/5, Milano, 20133, Italy. Electronic address: massimo.pavan@polimi.it., Hesham Yousef Shalby H; Department of Electronics, Information and Bioengineering, Politecnico di Milano, Via Ponzio 34/5, Milano, 20133, Italy. Electronic address: hazemhesham.shalby@polimi.it., Pittorino F; Department of Electronics, Information and Bioengineering, Politecnico di Milano, Via Ponzio 34/5, Milano, 20133, Italy. Electronic address: fabrizio.pittorino@polimi.it., Roveri M; Department of Electronics, Information and Bioengineering, Politecnico di Milano, Via Ponzio 34/5, Milano, 20133, Italy. Electronic address: manuel.roveri@polimi.it.

Πηγή: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Aug; Vol. 200, pp. 108800. Date of Electronic Publication: 2026 Mar 06.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Natural Language Processing* , Attention* , Neural Networks, Computer* , Memory*, Humans

Uncovering Global Trends in Surgical Oncology Trials: Applying Natural Language Processing to ClinicalTrials.gov.

Συγγραφείς: Ahmed H; Department of Surgery, College of Health Sciences, University of Alberta, Edmonton, AB, Canada., Czarnecka Z; Department of Surgery, College of Health Sciences, University of Alberta, Edmonton, AB, Canada., Jatana S; Department of Surgery, College of Health Sciences, University of Alberta, Edmonton, AB, Canada., Rouhi A; Department of Surgery, College of Health Sciences, University of Alberta, Edmonton, AB, Canada., Brunet C; Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, Canada., Khan A; Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, Canada., Bashir S; Faculty of Medicine and Dentistry, College of Health Sciences, University of Alberta, Edmonton, Canada., McCall M; Department of Surgery, College of Health Sciences, University of Alberta, Edmonton, AB, Canada., Saleh A; Department of Surgery, College of Health Sciences, University of Alberta, Edmonton, AB, Canada.; Office of Global Surgery, College of Health Sciences, University of Alberta, Edmonton, Canada., Schiller D; Department of Surgery, College of Health Sciences, University of Alberta, Edmonton, AB, Canada., Skubleny D; Department of Surgery, College of Health Sciences, University of Alberta, Edmonton, AB, Canada. skubleny@ualberta.ca.

Πηγή: Annals of surgical oncology [Ann Surg Oncol] 2026 Aug; Vol. 33 (8), pp. 7648-7659. Date of Electronic Publication: 2026 Apr 05.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Springer Country of Publication: United States NLM ID: 9420840 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1534-4681 (Electronic) Linking ISSN: 10689265 NLM ISO Abbreviation: Ann Surg Oncol Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Surgical Oncology*/trends , Clinical Trials as Topic*/statistics & numerical data , Neoplasms*/surgery , Natural Language Processing* , Machine Learning* , Databases, Factual*, Humans ; Neural Networks, Computer ; Classification Algorithms

Automated Multi-Label Adverse drug Reaction Extraction from Malaysia's National Pharmacovigilance Narratives.

Συγγραφείς: Lim SG; Department of Information Systems, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, 50603, Malaysia., Ismail MA; Department of Information Systems, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, 50603, Malaysia. maizatul@um.edu.my.

Πηγή: Journal of medical systems [J Med Syst] 2026 Jul 31; Vol. 50 (1). Date of Electronic Publication: 2026 Jul 31.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Kluwer Academic/Plenum Publishers Country of Publication: United States NLM ID: 7806056 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-689X (Electronic) Linking ISSN: 01485598 NLM ISO Abbreviation: J Med Syst Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Adverse Drug Reaction Reporting Systems*/organization & administration , Drug-Related Side Effects and Adverse Reactions*/epidemiology , Data Mining*/methods , Pharmacovigilance* , Natural Language Processing*, Malaysia ; Humans ; Machine Learning

Persona-Driven Data Augmentation for Disease Name Recognition Across Rare and General Disease Corpora: Comparative Evaluation Study.

Συγγραφείς: Pierre JCJ; Nara Institute of Science and Technology, Ikoma, Nara, Japan., Nishiyama T; Nara Institute of Science and Technology, Ikoma, Nara, Japan., Peng S; Nara Institute of Science and Technology, Ikoma, Nara, Japan., Wakamiya S; Nara Institute of Science and Technology, Ikoma, Nara, Japan., Aramaki E; Nara Institute of Science and Technology, Ikoma, Nara, Japan.

Πηγή: JMIR medical informatics [JMIR Med Inform] 2026 Jul 24; Vol. 14, pp. e87831. Date of Electronic Publication: 2026 Jul 24.

Τύπος έκδοσης: Journal Article; Comparative Study

Στοιχεία περιοδικού: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101645109 Publication Model: Electronic Cited Medium: Internet ISSN: 2291-9694 (Electronic) Linking ISSN: 22919694 NLM ISO Abbreviation: JMIR Med Inform Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Rare Diseases*/classification , Disease*/classification , Data Mining*/methods , Natural Language Processing*, Humans ; Large Language Models

Natural language processing identifies symptoms predicting complete coronary artery occlusion in patients with NSTEMI.

Συγγραφείς: Dzikowicz DJ; School of Nursing, University of Rochester, 255 Crittenden Blvd, Rochester, NY 14642, USA.; Clinical Cardiovascular Research Center, University of Rochester, 601 Elmwood Ave, Rochester, NY 14642, USA., Lai CJ; Goergen Institute for Data Science, University of Rochester, 500 WIlson Blvd, Rochester, NY 14627, USA., Saoji SB; Goergen Institute for Data Science, University of Rochester, 500 WIlson Blvd, Rochester, NY 14627, USA., Zègre-Hemsey JK; School of Nursing, University North Carolina at Chapel Hill Campus Box 7460, Chapel Hill, NC 27599, USA., DeVon HA; School of Nursing, University of California Los Angeles 700 Tiverton Ave, Los Angeles, CA 90005, USA., Wang L; Rochester Institute of Technology, Computing, and Information Services, 1 Lomb Memorial Lane, Rochester, NY 14623, USA., Zareba W; Clinical Cardiovascular Research Center, University of Rochester, 601 Elmwood Ave, Rochester, NY 14642, USA.

Πηγή: European journal of cardiovascular nursing [Eur J Cardiovasc Nurs] 2026 Jul 16; Vol. 25 (4), pp. 795-807.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Oxford University Press Country of Publication: England NLM ID: 101128793 Publication Model: Print Cited Medium: Internet ISSN: 1873-1953 (Electronic) Linking ISSN: 14745151 NLM ISO Abbreviation: Eur J Cardiovasc Nurs Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Non-ST Elevated Myocardial Infarction*/diagnosis , Non-ST Elevated Myocardial Infarction*/complications , Coronary Occlusion*/diagnosis , Symptom Assessment*/methods , Natural Language Processing*, Acute Coronary Syndrome/diagnosis ; Humans ; Male ; Female ; Retrospective Studies ; Aged ; Middle Aged ; Predictive Value of Tests ; Emergency Service, Hospital

Feasibility Assessment of an Intelligent Agent to Assist Preserving Healthy Hearing.

Συγγραφείς: Wickramasinghe N; School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, Australia.; Optus Chair for Digital Health.; Australian Centre for Artificial Intelligence in Medical Innovation., Ulapane N; School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, Australia.; Australian Centre for Artificial Intelligence in Medical Innovation., Wijewickrema S; School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, Australia.; Australian Centre for Artificial Intelligence in Medical Innovation., Wisk D; The Warren Alpert Medical School, Brown University, Providence, Rhode Island, United States.

Πηγή: Studies in health technology and informatics [Stud Health Technol Inform] 2026 Jul 15; Vol. 339, pp. 82-87.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Hearing Loss*/diagnosis , Mobile Applications* , Artificial Intelligence* , Natural Language Processing*, Humans ; Feasibility Studies ; Generative Artificial Intelligence ; Smartphone

Differentiating Radiotherapy-Specific Distress From General Cancer Distress: Natural Language Processing Analysis of Patient Narratives.

Συγγραφείς: Wang Y; Department of Radiation Oncology, The First Hospital of China Medical University, No. 210, Baita 1st Street, Hunnan District, Shenyang, Liaoning, 110167, China, +86-1384001728., Ji M; Department of Radiation Oncology, The First Hospital of China Medical University, No. 210, Baita 1st Street, Hunnan District, Shenyang, Liaoning, 110167, China, +86-1384001728., Bai X; Department of Radiation Oncology, The First Hospital of China Medical University, No. 210, Baita 1st Street, Hunnan District, Shenyang, Liaoning, 110167, China, +86-1384001728.

Πηγή: JMIR formative research [JMIR Form Res] 2026 Jul 14; Vol. 10, pp. e100874. Date of Electronic Publication: 2026 Jul 14.

Τύπος έκδοσης: Journal Article; Observational Study

Στοιχεία περιοδικού: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101726394 Publication Model: Electronic Cited Medium: Internet ISSN: 2561-326X (Electronic) Linking ISSN: 2561326X NLM ISO Abbreviation: JMIR Form Res Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Neoplasms*/psychology , Neoplasms*/radiotherapy , Stress, Psychological*/etiology , Stress, Psychological*/psychology , Radiotherapy*/psychology , Radiotherapy*/adverse effects , Natural Language Processing* , Psychological Distress*, Humans ; Retrospective Studies ; Narration ; Female ; Male

Improving international medical students' communication skills in psychosomatic care through a communication training seminar: a natural language processing-based analysis.

Συγγραφείς: Sgrott J; Department for General Internal Medicine, Psychosomatics and Psychotherapy, Heidelberg University Hospital, Thibautstraße 4, Heidelberg, 69115, Germany. julia.sgrott@med.uni-heidelberg.de.; Heidelberg's Tutorial for International Medical Students (HeiTiMed), University of Heidelberg, Heidelberg, Germany. julia.sgrott@med.uni-heidelberg.de., Nikendei C; Department for General Internal Medicine, Psychosomatics and Psychotherapy, Heidelberg University Hospital, Thibautstraße 4, Heidelberg, 69115, Germany., Nagy E; Department for General Internal Medicine, Psychosomatics and Psychotherapy, Heidelberg University Hospital, Thibautstraße 4, Heidelberg, 69115, Germany., Smirnov A; Heidelberg's Tutorial for International Medical Students (HeiTiMed), University of Heidelberg, Heidelberg, Germany., Alvarado JA; Heidelberg's Tutorial for International Medical Students (HeiTiMed), University of Heidelberg, Heidelberg, Germany., Friederich HC; Department for General Internal Medicine, Psychosomatics and Psychotherapy, Heidelberg University Hospital, Thibautstraße 4, Heidelberg, 69115, Germany.; DZPG - German Center for Mental Health Mannheim-Heidelberg-Ulm, Heidelberg University Hospital, Heidelberg, Germany., Dönnhoff I; Department for General Internal Medicine, Psychosomatics and Psychotherapy, Heidelberg University Hospital, Thibautstraße 4, Heidelberg, 69115, Germany.

Πηγή: BMC medical education [BMC Med Educ] 2026 Jul 11; Vol. 26 (1). Date of Electronic Publication: 2026 Jul 11.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: BioMed Central Country of Publication: England NLM ID: 101088679 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6920 (Electronic) Linking ISSN: 14726920 NLM ISO Abbreviation: BMC Med Educ Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Psychosomatic Medicine*/education , Students, Medical*/psychology , Communication* , Physician-Patient Relations* , Natural Language Processing* , Education, Medical, Undergraduate*, Humans ; Male ; Female ; Clinical Competence ; Adult

Natural Language Processing Applied to Psychiatric Clinical Notes: Scoping Review.

Συγγραφείς: Rao S; School of Brain Science and Brain Medicine, and Liangzhu Laboratory, Zhejiang University School of Medicine, Affiliated Mental Health Center and Hangzhou Seventh People's Hospital, 305 Tianmushan Road, Xihu District, Hangzhou, Zhejiang, 310058, China, 86 0571-87071107.; College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, Zhejiang, China.; MOE Frontier Science Center for Brain Science and Brain-machine Integration, Zhejiang University, State Key Laboratory of Brain-machine Intelligence, Hangzhou, Zhejiang, China.; Zhejiang Key Laboratory of Clinical and Basic Research for Psychiatric Diseases, Hangzhou, Zhejiang, China., Chen X; School of Brain Science and Brain Medicine, and Liangzhu Laboratory, Zhejiang University School of Medicine, Affiliated Mental Health Center and Hangzhou Seventh People's Hospital, 305 Tianmushan Road, Xihu District, Hangzhou, Zhejiang, 310058, China, 86 0571-87071107.; College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, Zhejiang, China.; MOE Frontier Science Center for Brain Science and Brain-machine Integration, Zhejiang University, State Key Laboratory of Brain-machine Intelligence, Hangzhou, Zhejiang, China.; Zhejiang Key Laboratory of Clinical and Basic Research for Psychiatric Diseases, Hangzhou, Zhejiang, China., Deng G; School of Brain Science and Brain Medicine, and Liangzhu Laboratory, Zhejiang University School of Medicine, Affiliated Mental Health Center and Hangzhou Seventh People's Hospital, 305 Tianmushan Road, Xihu District, Hangzhou, Zhejiang, 310058, China, 86 0571-87071107.; College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, Zhejiang, China.; MOE Frontier Science Center for Brain Science and Brain-machine Integration, Zhejiang University, State Key Laboratory of Brain-machine Intelligence, Hangzhou, Zhejiang, China.; Zhejiang Key Laboratory of Clinical and Basic Research for Psychiatric Diseases, Hangzhou, Zhejiang, China., Xie J; School of Brain Science and Brain Medicine, and Liangzhu Laboratory, Zhejiang University School of Medicine, Affiliated Mental Health Center and Hangzhou Seventh People's Hospital, 305 Tianmushan Road, Xihu District, Hangzhou, Zhejiang, 310058, China, 86 0571-87071107.; MOE Frontier Science Center for Brain Science and Brain-machine Integration, Zhejiang University, State Key Laboratory of Brain-machine Intelligence, Hangzhou, Zhejiang, China.; Zhejiang Key Laboratory of Clinical and Basic Research for Psychiatric Diseases, Hangzhou, Zhejiang, China., Jiang T; Department of Biomedical Engineering, Shenyang University of Technology, Shenyang, Liaoning, China., Li T; School of Brain Science and Brain Medicine, and Liangzhu Laboratory, Zhejiang University School of Medicine, Affiliated Mental Health Center and Hangzhou Seventh People's Hospital, 305 Tianmushan Road, Xihu District, Hangzhou, Zhejiang, 310058, China, 86 0571-87071107.; MOE Frontier Science Center for Brain Science and Brain-machine Integration, Zhejiang University, State Key Laboratory of Brain-machine Intelligence, Hangzhou, Zhejiang, China.; Zhejiang Key Laboratory of Clinical and Basic Research for Psychiatric Diseases, Hangzhou, Zhejiang, China., Zhang Y; The University of Texas at Dallas, Richardson, TX, United States., Jiang H; School of Brain Science and Brain Medicine, and Liangzhu Laboratory, Zhejiang University School of Medicine, Affiliated Mental Health Center and Hangzhou Seventh People's Hospital, 305 Tianmushan Road, Xihu District, Hangzhou, Zhejiang, 310058, China, 86 0571-87071107.; MOE Frontier Science Center for Brain Science and Brain-machine Integration, Zhejiang University, State Key Laboratory of Brain-machine Intelligence, Hangzhou, Zhejiang, China.; Zhejiang Key Laboratory of Clinical and Basic Research for Psychiatric Diseases, Hangzhou, Zhejiang, China.

Πηγή: JMIR medical informatics [JMIR Med Inform] 2026 Jul 10; Vol. 14, pp. e91249. Date of Electronic Publication: 2026 Jul 10.

Τύπος έκδοσης: Journal Article; Scoping Review; Review

Στοιχεία περιοδικού: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101645109 Publication Model: Electronic Cited Medium: Internet ISSN: 2291-9694 (Electronic) Linking ISSN: 22919694 NLM ISO Abbreviation: JMIR Med Inform Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Psychiatry*/methods , Mental Disorders*/diagnosis , Natural Language Processing* , Electronic Health Records*, Humans ; Large Language Models

Self-Reported Tianeptine Experiences on Reddit: Natural Language Processing-Assisted Qualitative Study.

Συγγραφείς: Counts CJ; Department of Emergency Medicine, Rutgers New Jersey Medical School, 140 Bergen St, Newark, NJ, 07103, United States, 1 720-446-8235., Spadaro AV; Department of Emergency Medicine, Rutgers New Jersey Medical School, 140 Bergen St, Newark, NJ, 07103, United States, 1 720-446-8235., Lakamana S; Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, GA, United States., Sarker A; Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, GA, United States., Wightman R; Department of Emergency Medicine, Brown University Health, Providence, RI, United States., Love J; Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States., Calello D; Department of Emergency Medicine, Rutgers New Jersey Medical School, 140 Bergen St, Newark, NJ, 07103, United States, 1 720-446-8235., Perrone J; Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.

Πηγή: JMIR infodemiology [JMIR Infodemiology] 2026 Jul 07; Vol. 6, pp. e86683. Date of Electronic Publication: 2026 Jul 07.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 9918249014806676 Publication Model: Electronic Cited Medium: Internet ISSN: 2564-1891 (Electronic) Linking ISSN: 25641891 NLM ISO Abbreviation: JMIR Infodemiology Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Thiazepines*/adverse effects , Antidepressive Agents, Tricyclic*/adverse effects , Social Media*/statistics & numerical data , Natural Language Processing*, Humans ; Self Report ; Qualitative Research

Analysing Emotional Well-Being in Cancer Patients: A Natural Language Processing Approach to Correlating Text with Hospital Anxiety and Depression Scale Scores.

Συγγραφείς: Alemdar MS; Department of Medical Oncology, Istinye University, Istanbul 34396, Turkey.; Department of Medical Oncology, Medical Park Hospital, Antalya 07160, Turkey., Bozcuk HŞ; Department of Medical Oncology, Lara Anatolia Hospital, Antalya 07230, Turkey.

Πηγή: Current oncology (Toronto, Ont.) [Curr Oncol] 2026 Jul 04; Vol. 33 (7). Date of Electronic Publication: 2026 Jul 04.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: MDPI Country of Publication: Switzerland NLM ID: 9502503 Publication Model: Electronic Cited Medium: Internet ISSN: 1718-7729 (Electronic) Linking ISSN: 11980052 NLM ISO Abbreviation: Curr Oncol Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Depression*/psychology , Depression*/etiology , Depression*/diagnosis , Anxiety*/psychology , Anxiety*/etiology , Neoplasms*/psychology , Natural Language Processing*, Humans ; Female ; Male ; Middle Aged ; Cross-Sectional Studies ; Adult ; Aged ; Psychological Well-Being ; Emotions ; Surveys and Questionnaires ; Quality of Life

Linguistic Fidelity and Classification Performance of Large Language Models for Generating Synthetic Operative Notes: Evaluation Study.

Συγγραφείς: Cox M; Division of Plastic, Oral, and Maxillofacial Surgery, Duke University Hospital, 2301 Erwin Road, Durham, NC, 27710, United States, 1 919-668-3110., Lin E; Division of Plastic, Oral, and Maxillofacial Surgery, Duke University Hospital, 2301 Erwin Road, Durham, NC, 27710, United States, 1 919-668-3110., Oleck N; Division of Plastic, Oral, and Maxillofacial Surgery, Duke University Hospital, 2301 Erwin Road, Durham, NC, 27710, United States, 1 919-668-3110., Jones C; Division of Plastic, Oral, and Maxillofacial Surgery, Duke University Hospital, 2301 Erwin Road, Durham, NC, 27710, United States, 1 919-668-3110., Li NY; Department of Orthopaedic Surgery, Duke University Hospital, Durham, NC, United States., Mithani SK; Division of Plastic, Oral, and Maxillofacial Surgery, Duke University Hospital, 2301 Erwin Road, Durham, NC, 27710, United States, 1 919-668-3110., Allori AC; Division of Plastic, Oral, and Maxillofacial Surgery, Duke University Hospital, 2301 Erwin Road, Durham, NC, 27710, United States, 1 919-668-3110.

Πηγή: JMIR formative research [JMIR Form Res] 2026 Jul 03; Vol. 10, pp. e87276. Date of Electronic Publication: 2026 Jul 03.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101726394 Publication Model: Electronic Cited Medium: Internet ISSN: 2561-326X (Electronic) Linking ISSN: 2561326X NLM ISO Abbreviation: JMIR Form Res Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Large Language Models* , Natural Language Processing* , Linguistics*, Cleft Palate/surgery ; Cleft Lip/surgery ; Humans ; Classification Algorithms ; Machine Learning ; Reproducibility of Results

Detection of cancer recurrence from Thai-English electronic medical records using sentence embeddings.

Συγγραφείς: Sangariyavanich E; National Cancer Institute of Thailand, Bangkok, Thailand.; Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand., Ponthongmak W; Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand wanchana.pon@mahidol.ac.th., Theera-Ampornpunt N; Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand., Tangchitnob N; Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand., McKay GJ; Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland, UK., Thakkinstian A; Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.

Πηγή: BMJ health & care informatics [BMJ Health Care Inform] 2026 Jul 02; Vol. 33 (1). Date of Electronic Publication: 2026 Jul 02.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: BMJ Publishing Country of Publication: England NLM ID: 101745500 Publication Model: Electronic Cited Medium: Internet ISSN: 2632-1009 (Electronic) Linking ISSN: 26321009 NLM ISO Abbreviation: BMJ Health Care Inform Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Neoplasm Recurrence, Local*/diagnosis , Electronic Health Records* , Natural Language Processing*, Humans ; Thailand