Search Results - "NATURAL language processing"

Enabling Just-in-Time Clinical Oncology Analysis With Large Language Models: Feasibility and Validation Study Using Unstructured Synthetic Data.

Authors: May P Greß J Seidel C et al.

Source: JMIR medical informatics [JMIR Med Inform] 2025 Dec 01; Vol. 13, pp. e78332. Date of Electronic Publication: 2025 Dec 01.

Publication Type: Journal Article; Validation Study

Journal Info: 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

MeSH Terms: Natural Language Processing* , Medical Oncology*/methods, Humans ; Feasibility Studies ; Lung Neoplasms/mortality ; Carcinoma, Non-Small-Cell Lung ; Large Language Models

Medical Students' Perception of Automated Note Feedback After Simulated Encounters.

Authors: Bansal SK Yadav M Zhou J et al.

Source: The clinical teacher [Clin Teach] 2025 Dec; Vol. 22 (6), pp. e70273.

Publication Type: Journal Article

Journal Info: Publisher: Blackwell Pub Country of Publication: England NLM ID: 101227511 Publication Model: Print Cited Medium: Internet ISSN: 1743-498X (Electronic) Linking ISSN: 17434971 NLM ISO Abbreviation: Clin Teach Subsets: MEDLINE

MeSH Terms: Students, Medical*/psychology , Natural Language Processing* , Educational Measurement*/methods , Formative Feedback* , Education, Medical, Undergraduate*/methods, Humans ; Feedback ; Focus Groups

Natural language processing for kidney ultrasound analysis: correlating imaging reports with chronic kidney disease diagnosis.

Authors: Wang C Banerjee R Kuperstein H et al.

Source: Renal failure [Ren Fail] 2025 Dec; Vol. 47 (1), pp. 2539938. Date of Electronic Publication: 2025 Aug 04.

Publication Type: Journal Article

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 8701128 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1525-6049 (Electronic) Linking ISSN: 0886022X NLM ISO Abbreviation: Ren Fail Subsets: MEDLINE

MeSH Terms: Natural Language Processing* , Renal Insufficiency, Chronic*/diagnostic imaging , Renal Insufficiency, Chronic*/diagnosis , Kidney*/diagnostic imaging , Kidney*/pathology, Humans ; Ultrasonography/methods ; Female ; Male ; Middle Aged ; Pilot Projects ; Aged ; Adult ; Logistic Models

Efficient extraction of medication information from clinical notes: an evaluation in 2 languages.

Authors: Fabacher T Sauleau EA Arcay E et al.

Source: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2025 Dec 01; Vol. 32 (12), pp. 1855-1864.

Publication Type: Journal Article; Evaluation Study

Journal Info: 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

MeSH Terms: Natural Language Processing* , Electronic Health Records* , Information Storage and Retrieval*/methods, Humans ; Language

Machine learning and graph-based connectivity metrics identify language disruption in psychosis: Novel insights from dream reports in an Italian cohort.

Authors: Camon E Masier S Mota NB et al.

Source: Schizophrenia research [Schizophr Res] 2025 Dec; Vol. 286, pp. 55-62. Date of Electronic Publication: 2025 Oct 20.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Science Publisher B. V Country of Publication: Netherlands NLM ID: 8804207 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-2509 (Electronic) Linking ISSN: 09209964 NLM ISO Abbreviation: Schizophr Res Subsets: MEDLINE

MeSH Terms: Psychotic Disorders*/complications , Psychotic Disorders*/physiopathology , Machine Learning* , Natural Language Processing* , Dreams* , Language Disorders*/etiology , Language Disorders*/diagnosis, Humans ; Male ; Female ; Italy ; Adult ; Young Adult ; Cohort Studies ; Middle Aged ; Bayes Theorem

Improving postoperative length of stay forecasting with retrieval-augmented prediction.

Authors: Park BH Hsu CN Nguyen A et al.

Source: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2025 Dec 01; Vol. 32 (12), pp. 1927-1935.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Length of Stay* , Electronic Health Records* , Machine Learning* , Natural Language Processing* , Spine*/surgery, Humans ; Forecasting

DialogueLLM: Context and emotion knowledge-tuned large language models for emotion recognition in conversations.

Authors: Zhang Y Wang M Wu Y et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Dec; Vol. 192, pp. 107901. Date of Electronic Publication: 2025 Jul 23.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Emotions*/physiology , Language* , Natural Language Processing* , Recognition, Psychology*/physiology , Neural Networks, Computer*, Humans ; Large Language Models

Unhealthy alcohol use detection in electronic health records: A comparative study using natural language processing.

Authors: Ju X Solka J Weber K et al.

Source: Drug and alcohol dependence [Drug Alcohol Depend] 2025 Dec 01; Vol. 277, pp. 112920. Date of Electronic Publication: 2025 Oct 10.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: Elsevier Country of Publication: Ireland NLM ID: 7513587 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0046 (Electronic) Linking ISSN: 03768716 NLM ISO Abbreviation: Drug Alcohol Depend Subsets: MEDLINE

MeSH Terms: Natural Language Processing* , Electronic Health Records* , Alcoholism*/diagnosis , Alcoholism*/epidemiology , Alcohol Drinking*/epidemiology, Humans ; Female ; Male ; Middle Aged ; Adult ; Primary Health Care ; Prospective Studies ; Young Adult ; Aged

Predicting treatment retention in medication for opioid use disorder: a machine learning approach using NLP and LLM-derived clinical features.

Authors: Nateghi Haredasht F Lopez I Tate S et al.

Source: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2025 Dec 01; Vol. 32 (12), pp. 1865-1876.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Machine Learning* , Opioid-Related Disorders*/drug therapy , Natural Language Processing* , Buprenorphine, Naloxone Drug Combination*/therapeutic use , Opiate Substitution Treatment* , Narcotic Antagonists*/therapeutic use, Humans ; Electronic Health Records ; Female ; Male ; ROC Curve ; Adult ; Logistic Models ; Buprenorphine/therapeutic use

Rapid trauma classification under data scarcity: an emergency on-scene decision model combining natural language processing and machine learning.

Authors: Tang J Li T Liu L et al.

Source: Medical & biological engineering & computing [Med Biol Eng Comput] 2025 Dec; Vol. 63 (12), pp. 3521-3530. Date of Electronic Publication: 2025 Jul 11.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 7704869 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1741-0444 (Electronic) Linking ISSN: 01400118 NLM ISO Abbreviation: Med Biol Eng Comput Subsets: MEDLINE

MeSH Terms: Machine Learning* , Natural Language Processing* , Wounds and Injuries*/classification, Humans ; Algorithms ; Female ; Emergency Medical Services ; Male

Preprocessing narrative texts in electronic medical records to identify hospital adverse events: A scoping review.

Authors: Jafarpour H Wu G Cheligeer CK et al.

Source: Artificial intelligence in medicine [Artif Intell Med] 2025 Dec; Vol. 170, pp. 103281. Date of Electronic Publication: 2025 Oct 08.

Publication Type: Journal Article; Scoping Review

Journal Info: 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

MeSH Terms: Electronic Health Records* , Medical Errors* , Natural Language Processing*, Humans ; Machine Learning ; Narration

Role of large language models for etiological classification of brain stroke based on MRI brain reports: a feasibility study.

Authors: Escartín J López-Úbeda P Martín-Noguerol T et al.

Source: Magnetic resonance imaging [Magn Reson Imaging] 2025 Dec; Vol. 124, pp. 110538. Date of Electronic Publication: 2025 Oct 06.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 8214883 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-5894 (Electronic) Linking ISSN: 0730725X NLM ISO Abbreviation: Magn Reson Imaging Subsets: MEDLINE

MeSH Terms: Magnetic Resonance Imaging*/methods , Natural Language Processing* , Brain*/diagnostic imaging , Stroke*/diagnostic imaging , Stroke*/classification , Stroke*/etiology, Humans ; Feasibility Studies ; Algorithms ; Image Interpretation, Computer-Assisted/methods ; Large Language Models

Topic modeling and sentiment analysis of Greek clinician-patient conversations in hematologic malignancies.

Authors: Chatzimina ME Papadaki HA Pontikoglou C et al.

Source: International journal of medical informatics [Int J Med Inform] 2025 Dec; Vol. 204, pp. 106071. Date of Electronic Publication: 2025 Jul 30.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 9711057 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8243 (Electronic) Linking ISSN: 13865056 NLM ISO Abbreviation: Int J Med Inform Subsets: MEDLINE

MeSH Terms: Hematologic Neoplasms*/psychology , Hematologic Neoplasms*/therapy , Natural Language Processing* , Physician-Patient Relations* , Communication*, Humans ; Greece ; Emotions ; Male ; Female ; Palliative Care

GrantCheck-an AI Solution for Guiding Grant Language to New Policy Requirements: Development Study.

Authors: Shi Q Oztekin A Matthew G et al.

Source: JMIR formative research [JMIR Form Res] 2025 Nov 27; Vol. 9, pp. e79038. Date of Electronic Publication: 2025 Nov 27.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Artificial Intelligence* , Natural Language Processing* , Writing* , Research Support as Topic*, Humans

Turning Patients' Open-Ended Narratives of Chronic Pain Into Quantitative Measures: Natural Language Processing Study.

Authors: Norel R Gewandter J Zhang Z et al.

Source: JMIR human factors [JMIR Hum Factors] 2025 Nov 25; Vol. 12, pp. e80269. Date of Electronic Publication: 2025 Nov 25.

Publication Type: Journal Article

Journal Info: Publisher: JMIR Publications Inc Country of Publication: Canada NLM ID: 101666561 Publication Model: Electronic Cited Medium: Internet ISSN: 2292-9495 (Electronic) Linking ISSN: 22929495 NLM ISO Abbreviation: JMIR Hum Factors Subsets: MEDLINE

MeSH Terms: Natural Language Processing* , Chronic Pain*/psychology , Chronic Pain*/diagnosis , Pain Measurement*/methods , Narration* , Low Back Pain*/psychology, Humans ; Female ; Male ; Middle Aged ; Adult ; Pilot Projects ; Surveys and Questionnaires ; Aged ; Quality of Life

Keyphrase extraction by the use of glove and ResNeXt optimized by enhanced human evolutionary optimization (EHEO) algorithm.

Authors: Pan C Liu Y Sarabi M

Source: Scientific reports [Sci Rep] 2025 Nov 24; Vol. 15 (1), pp. 41529. Date of Electronic Publication: 2025 Nov 24.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Algorithms* , Natural Language Processing* , Data Mining*/methods, Humans ; Neural Networks, Computer ; Support Vector Machine

Effects of education level on natural language processing in cardiovascular health communication.

Authors: Joseph S Bhardwaj A Skariah J et al.

Source: Frontiers in public health [Front Public Health] 2025 Nov 13; Vol. 13, pp. 1688173. Date of Electronic Publication: 2025 Nov 13 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE

MeSH Terms: Cardiovascular Diseases* , Natural Language Processing* , Educational Status* , Health Communication*/methods , Health Literacy*, Humans ; Comprehension

Translating Natural Language Questions into SNOMED Expression Constraint Language.

Authors: Ngo H; The Australian E-Health Research Centre, CSIRO.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2025 Nov 12; Vol. 333, pp. 58-63.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Natural Language Processing* , Systematized Nomenclature of Medicine* , Translating*, Humans

Advancing delirium detection through the Open Health Natural Language Processing Consortium and the Evolve to Next-Gen Accrual to Clinical Trials Network.

Authors: Fu S Kwak MJ Ahn J et al.

Source: The journals of gerontology. Series A, Biological sciences and medical sciences [J Gerontol A Biol Sci Med Sci] 2025 Nov 06; Vol. 80 (12).

Publication Type: Journal Article

Journal Info: Publisher: published on behalf of the Gerontological Society of America by Oxford University Press Country of Publication: United States NLM ID: 9502837 Publication Model: Print Cited Medium: Internet ISSN: 1758-535X (Electronic) Linking ISSN: 10795006 NLM ISO Abbreviation: J Gerontol A Biol Sci Med Sci Subsets: MEDLINE

MeSH Terms: Natural Language Processing* , Delirium*/diagnosis , Electronic Health Records*, Humans ; Clinical Trials as Topic

Natural language processing improves reliable identification of COVID-19 compared to diagnostic codes alone.

Authors: Hendrix N Parikh RV Taskier M et al.

Source: American journal of epidemiology [Am J Epidemiol] 2025 Nov 04; Vol. 194 (11), pp. 3348-3354.

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press Country of Publication: United States NLM ID: 7910653 Publication Model: Print Cited Medium: Internet ISSN: 1476-6256 (Electronic) Linking ISSN: 00029262 NLM ISO Abbreviation: Am J Epidemiol Subsets: MEDLINE

MeSH Terms: Natural Language Processing* , COVID-19*/diagnosis , COVID-19*/epidemiology , COVID-19*/ethnology, Humans ; Male ; Middle Aged ; Female ; Adult ; Aged ; SARS-CoV-2 ; International Classification of Diseases ; Adolescent ; Young Adult ; Primary Health Care ; Sensitivity and Specificity ; Electronic Health Records ; United States/epidemiology