An untargeted data mining strategy for extracting chemical exposome signatures from LC-HRMS data: Application to meconium for early-life exposure assessment.

Authors: Saunier D; Université Paris-Saclay, CEA, INRAE, Médicaments et Technologies pour la Santé (MTS), MetaboHUB, 91191, Gif-sur-Yvette, France., Venot É; Université Paris-Saclay, CEA, INRAE, Médicaments et Technologies pour la Santé (MTS), MetaboHUB, 91191, Gif-sur-Yvette, France., Guillon B; Université Paris-Saclay, CEA, INRAE, Médicaments et Technologies pour la Santé (MTS), MetaboHUB, 91191, Gif-sur-Yvette, France., Dechaumet S; Université Paris-Saclay, CEA, INRAE, Médicaments et Technologies pour la Santé (MTS), MetaboHUB, 91191, Gif-sur-Yvette, France., Castelli F; Université Paris-Saclay, CEA, INRAE, Médicaments et Technologies pour la Santé (MTS), MetaboHUB, 91191, Gif-sur-Yvette, France., Thevenot E; Université Paris-Saclay, CEA, INRAE, Médicaments et Technologies pour la Santé (MTS), MetaboHUB, 91191, Gif-sur-Yvette, France., Fenaille F; Université Paris-Saclay, CEA, INRAE, Médicaments et Technologies pour la Santé (MTS), MetaboHUB, 91191, Gif-sur-Yvette, France., de Lauzon-Guillain B; Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Centre for Research in Epidemiology and StatisticS (CRESS), Paris, France., Adel-Patient K; Université Paris-Saclay, CEA, INRAE, Médicaments et Technologies pour la Santé (MTS), MetaboHUB, 91191, Gif-sur-Yvette, France., Rathahao-Paris E; Université Paris-Saclay, CEA, INRAE, Médicaments et Technologies pour la Santé (MTS), MetaboHUB, 91191, Gif-sur-Yvette, France; Sorbonne Université, Faculté des Sciences et de l'Ingénierie, Institut Parisien de Chimie Moléculaire (IPCM), 75005, Paris, France. Electronic address: estelle.paris@inrae.fr.

Source: Analytica chimica acta [Anal Chim Acta] 2025 Dec 15; Vol. 1379, pp. 344751. Date of Electronic Publication: 2025 Oct 06.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 0370534 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-4324 (Electronic) Linking ISSN: 00032670 NLM ISO Abbreviation: Anal Chim Acta Subsets: MEDLINE

MeSH Terms: Meconium*/chemistry , Data Mining*/methods , Exposome*, Humans ; Chromatography, Liquid ; Mass Spectrometry ; Female ; Pregnancy ; Infant, Newborn ; Biomarkers/analysis ; Xenobiotics/analysis ; Acetaminophen/analysis

Analysis of key genes and pathways of knee osteoarthritis based on GEO data mining.

Authors: Gao Y; People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, China.

Source: Medicine [Medicine (Baltimore)] 2025 Nov 28; Vol. 104 (48), pp. e46250.

Publication Type: Journal Article

Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 2985248R Publication Model: Print Cited Medium: Internet ISSN: 1536-5964 (Electronic) Linking ISSN: 00257974 NLM ISO Abbreviation: Medicine (Baltimore) Subsets: MEDLINE

MeSH Terms: Osteoarthritis, Knee*/genetics , Data Mining*/methods, Humans ; Signal Transduction/genetics ; Protein Interaction Maps/genetics ; Computational Biology/methods ; Databases, Genetic ; Gene Ontology ; Gene Expression Profiling

Evaluation of attitudes of university students towards artificial intelligence using data mining methods.

Authors: Sulak SA; Ahmet Kelesoglu Educational Faculty, Necmettin Erbakan University, Konya, Türkiye. sulak@erbakan.edu.tr.

Source: Scientific reports [Sci Rep] 2025 Nov 25; Vol. 15 (1), pp. 41941. Date of Electronic Publication: 2025 Nov 25.

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: Artificial Intelligence* , Data Mining*/methods , Students*/psychology , Attitude*, Humans ; Universities ; Female ; Male ; Young Adult ; Algorithms ; Adult ; Decision Trees

A multi-factor data mining and transformer-based predictive modeling approach for career success using educational and behavioral traits.

Authors: Zihan Z; Faculty of Education, Shaanxi Normal University, Xi'an, Shaanxi, 710062, China. zzh@xafy.edu.cn.; College Institute of Education, Xi'an FanYi University, Xi'an, Shaanxi, 710105, China. zzh@xafy.edu.cn.

Source: Scientific reports [Sci Rep] 2025 Nov 11; Vol. 15 (1), pp. 39484. Date of Electronic Publication: 2025 Nov 11.

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: Data Mining*/methods , Job Satisfaction*, Humans ; Machine Learning ; Artificial Intelligence ; Male ; Academic Success ; Female ; Students ; Deep Learning

Prediction of water quality in Jordanian dams using data mining algorithms.

Authors: Halalsheh N; Department of Civil Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan E-mail: Neda@hu.edu.jo., Ibrahim M; Department of Geographic Information Systems and Remote Sensing, Faculty of Earth and Environmental Sciences, Al Al-Bayt University, Mafraq, Jordan., Al-Shanableh N; Department of Computer Science, Faculty of Prince Al-Hussein Bin Abdallah II for IT, Al al-Bayt University, Mafraq 25113, Jordan., Al-Harahsheh S; Department of Applied Geology and Environmental Sciences, Faculty of Earth and Environmental Sciences, Al Al-Bayt University, Mafraq, Jordan., Al-Mashagbah A; Department of Geographic Information Systems and Remote Sensing, Faculty of Earth and Environmental Sciences, Al Al-Bayt University, Mafraq, Jordan.

Source: Water science and technology : a journal of the International Association on Water Pollution Research [Water Sci Technol] 2025 Nov; Vol. 92 (10), pp. 1379-1395. Date of Electronic Publication: 2025 Nov 03.

Publication Type: Journal Article

Journal Info: Publisher: IWA Publishing Country of Publication: England NLM ID: 9879497 Publication Model: Print-Electronic Cited Medium: Print ISSN: 0273-1223 (Print) Linking ISSN: 02731223 NLM ISO Abbreviation: Water Sci Technol Subsets: MEDLINE

MeSH Terms: Water Quality* , Data Mining*/methods , Algorithms* , Environmental Monitoring*/methods, Jordan ; Support Vector Machine ; Seasons

The effect of acupuncture-related therapies in animal model of postmenopausal osteoporosis: a meta-analysis and data mining approach.

Authors: Yu G; Shenzhen Bao'an Traditional Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China.; Clinical Medical School of Acupuncture, Moxibustion and Rehabilitation, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China., Gao Y; Clinical Medical School of Acupuncture, Moxibustion and Rehabilitation, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China., Song H; Clinical Medical School of Acupuncture, Moxibustion and Rehabilitation, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China., Chen G; Shenzhen Bao'an Traditional Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China., Xu Y; Clinical Medical School of Acupuncture, Moxibustion and Rehabilitation, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.

Source: Frontiers in endocrinology [Front Endocrinol (Lausanne)] 2025 Oct 15; Vol. 16, pp. 1617154. Date of Electronic Publication: 2025 Oct 15 (Print Publication: 2025).

Publication Type: Journal Article; Meta-Analysis; Systematic Review

Journal Info: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101555782 Publication Model: eCollection Cited Medium: Print ISSN: 1664-2392 (Print) Linking ISSN: 16642392 NLM ISO Abbreviation: Front Endocrinol (Lausanne) Subsets: MEDLINE

MeSH Terms: Acupuncture Therapy*/methods , Osteoporosis, Postmenopausal*/therapy , Data Mining*/methods, Animals ; Disease Models, Animal ; Female ; Bone Density ; Humans ; Acupuncture Points

[Analysis of acupoint selection rules for acupuncture for autism spectrum disorder based on data mining technology].

Authors: Liu Z; Graduate School, Hebei University of CM, Shijiazhuang 050091, China., Li N; Graduate School, Hebei University of CM, Shijiazhuang 050091, China., Chen C; Graduate School, Hebei University of CM, Shijiazhuang 050091, China., Zhang Z; Department of Rehabilitation, Hebei Provincial Hospital of TCM, Shijiazhuang 050011., Cao Y; Department of Rehabilitation, Pingshan County Hospital of TCM.

Source: Zhongguo zhen jiu = Chinese acupuncture & moxibustion [Zhongguo Zhen Jiu] 2025 Oct 12; Vol. 45 (10), pp. 1496-1504. Date of Electronic Publication: 2025 Jun 12.

Publication Type: English Abstract; Journal Article

Journal Info: Publisher: Guoji Shudian Country of Publication: China NLM ID: 8600658 Publication Model: Print-Electronic Cited Medium: Print ISSN: 0255-2930 (Print) Linking ISSN: 02552930 NLM ISO Abbreviation: Zhongguo Zhen Jiu Subsets: MEDLINE

MeSH Terms: Acupuncture Points* , Acupuncture Therapy* , Autism Spectrum Disorder*/therapy , Data Mining*, Humans ; Meridians

Integrated data mining and network pharmacology to explore the prescription patterns from a senior TCM oncologist's clinical practice in treating chemotherapy-induced hand-foot syndrome.

Authors: Deng L; College of Integration of Traditional Chinese Medicine and Western Medicine, Southwest Medical University, Luzhou, China., Chen H; Wenzhou Graduate Joint Training Base, Zhejiang Chinese Medical University, Wenzhou, China., Xie G; College of Integration of Traditional Chinese Medicine and Western Medicine, Southwest Medical University, Luzhou, China.; Institute of Traditional Chinese Medicine of Sichuan Academy of Chinese Medicine Sciences (Sichuan Second Hospital of T.C.M), Chengdu, China.

Source: Medicine [Medicine (Baltimore)] 2025 Oct 03; Vol. 104 (40), pp. e44872.

Publication Type: Journal Article

Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 2985248R Publication Model: Print Cited Medium: Internet ISSN: 1536-5964 (Electronic) Linking ISSN: 00257974 NLM ISO Abbreviation: Medicine (Baltimore) Subsets: MEDLINE

MeSH Terms: Network Pharmacology*/methods , Data Mining*/methods , Medicine, Chinese Traditional*/methods , Drugs, Chinese Herbal*/therapeutic use , Drugs, Chinese Herbal*/pharmacology , Hand-Foot Syndrome*/drug therapy , Hand-Foot Syndrome*/etiology , Antineoplastic Agents*/adverse effects , Practice Patterns, Physicians'*/statistics & numerical data, Humans ; Retrospective Studies ; Molecular Docking Simulation ; Male ; Protein Interaction Maps

A Glycoproteome Data Mining Strategy for Characterizing Structural Features of Altered Glycans with Thymic Involution.

Authors: Zhang Z; Laboratory for Disease Glycoproteomics, College of Life Sciences, Northwest University, Xi'an, 710069, P. R. China., Wu Y; Laboratory for Disease Glycoproteomics, College of Life Sciences, Northwest University, Xi'an, 710069, P. R. China., Hou K; Laboratory for Disease Glycoproteomics, College of Life Sciences, Northwest University, Xi'an, 710069, P. R. China., Zhang Y; Laboratory for Disease Glycoproteomics, College of Life Sciences, Northwest University, Xi'an, 710069, P. R. China., Chen L; Laboratory for Disease Glycoproteomics, College of Life Sciences, Northwest University, Xi'an, 710069, P. R. China., Yang M; Laboratory for Disease Glycoproteomics, College of Life Sciences, Northwest University, Xi'an, 710069, P. R. China., Jin Z; Laboratory for Disease Glycoproteomics, College of Life Sciences, Northwest University, Xi'an, 710069, P. R. China., Xu Y; Laboratory for Disease Glycoproteomics, College of Life Sciences, Northwest University, Xi'an, 710069, P. R. China., Zhang Y; Laboratory for Disease Glycoproteomics, College of Life Sciences, Northwest University, Xi'an, 710069, P. R. China., Cai Y; Laboratory for Disease Glycoproteomics, College of Life Sciences, Northwest University, Xi'an, 710069, P. R. China., Zhao J; Laboratory for Disease Glycoproteomics, College of Life Sciences, Northwest University, Xi'an, 710069, P. R. China., Sun S; Laboratory for Disease Glycoproteomics, College of Life Sciences, Northwest University, Xi'an, 710069, P. R. China.

Source: Advanced science (Weinheim, Baden-Wurttemberg, Germany) [Adv Sci (Weinh)] 2025 Oct; Vol. 12 (38), pp. e02013. Date of Electronic Publication: 2025 Jul 24.

Publication Type: Journal Article

Journal Info: Publisher: WILEY-VCH Country of Publication: Germany NLM ID: 101664569 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2198-3844 (Electronic) Linking ISSN: 21983844 NLM ISO Abbreviation: Adv Sci (Weinh) Subsets: MEDLINE

MeSH Terms: Polysaccharides*/metabolism , Polysaccharides*/chemistry , Thymus Gland*/metabolism , Data Mining*/methods , Proteome*/metabolism , Proteomics*/methods , Glycoproteins*/metabolism, Animals ; Mice ; Glycosylation

Chemical Profiling of Chixiaodou Danggui San Using Liquid Chromatography-Tandem Mass Spectrometry With Data Mining Strategy.

Authors: Chen J; The National Pharmaceutical Engineering Center for Solid Preparation in Chinese Herbal Medicine, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi, China., Tan T; The National Pharmaceutical Engineering Center for Solid Preparation in Chinese Herbal Medicine, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi, China., Luo Y; Key Laboratory of Modern Preparation of Traditional Chinese Medicine, Ministry of Education, Jiangxi University of Chinese Medicine, Nanchang, China.

Source: Rapid communications in mass spectrometry : RCM [Rapid Commun Mass Spectrom] 2025 Dec 15; Vol. 39 (23), pp. e10134.

Publication Type: Journal Article

Journal Info: Publisher: John Wiley And Sons Ltd Country of Publication: England NLM ID: 8802365 Publication Model: Print Cited Medium: Internet ISSN: 1097-0231 (Electronic) Linking ISSN: 09514198 NLM ISO Abbreviation: Rapid Commun Mass Spectrom Subsets: MEDLINE

MeSH Terms: Tandem Mass Spectrometry*/methods , Drugs, Chinese Herbal*/chemistry , Data Mining*/methods, Chromatography, High Pressure Liquid/methods ; Flavonoids/analysis ; Flavonoids/chemistry ; Saponins/analysis ; Saponins/chemistry ; Fatty Acids/analysis ; Fatty Acids/chemistry ; Fabaceae/chemistry

Data mining guided affinity ultrafiltration for rapid screening of SARS-CoV-2 3CL ^pro inhibitors in medicinal herbs.

Authors: Wang L; College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, Shandong 250355, China. Electronic address: 15763681452@163.com., Chen M; Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong 250014, China. Electronic address: 15251752501@163.com., Wang H; Department of Drug Dispensing, Zibo Central Hospital, Zibo, Shandong 255020, China. Electronic address: Wanghanxue666@163.com., Sun Q; College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, Shandong 250355, China. Electronic address: sunqihui1214@163.com., Zheng S; College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, Shandong 250355, China. Electronic address: 63010073@sdutcm.edu.cn., Liu X; Shandong Province University Traditional Chinese Medicine Antiviral Collaborative Innovation Center, Jinan, Shandong 250355, China. Electronic address: yunliu1123@163.com., Yang Y; Shandong Province University Traditional Chinese Medicine Antiviral Collaborative Innovation Center, Jinan, Shandong 250355, China. Electronic address: yy7204@163.com., Rong R; College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, Shandong 250355, China. Electronic address: rosierong@163.com.

Source: Journal of pharmaceutical and biomedical analysis [J Pharm Biomed Anal] 2025 Dec 15; Vol. 266, pp. 117122. Date of Electronic Publication: 2025 Aug 16.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Science Country of Publication: England NLM ID: 8309336 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-264X (Electronic) Linking ISSN: 07317085 NLM ISO Abbreviation: J Pharm Biomed Anal Subsets: MEDLINE

MeSH Terms: Data Mining*/methods , SARS-CoV-2*/drug effects , COVID-19 Drug Treatment* , Antiviral Agents*/pharmacology , Antiviral Agents*/chemistry , Drugs, Chinese Herbal*/pharmacology , Drugs, Chinese Herbal*/chemistry , Coronavirus 3C Proteases*/antagonists & inhibitors , Coronavirus 3C Proteases*/metabolism , Plants, Medicinal*/chemistry, Animals ; Ultrafiltration/methods ; Mice ; Molecular Docking Simulation ; Humans ; COVID-19/virology ; Vero Cells

DancePartner: Python Package to Mine Multiomics Relationship Networks from Literature and Databases.

Authors: Degnan DJ, Strauch CW, Obiri MY, VonKaenel ED, Adrian DW; Grand Valley State University, 1 Campus Drive, Allendale, Michigan 49401, United States., Bramer LM

Source: Journal of proteome research [J Proteome Res] 2025 Dec 05; Vol. 24 (12), pp. 6305-6310. Date of Electronic Publication: 2025 Nov 04.

Publication Type: Journal Article

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101128775 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1535-3907 (Electronic) Linking ISSN: 15353893 NLM ISO Abbreviation: J Proteome Res Subsets: MEDLINE

MeSH Terms: Software* , Data Mining*/methods , Proteomics*/methods, Animals ; Saccharomyces cerevisiae/metabolism ; Saccharomyces cerevisiae/genetics ; Caenorhabditis elegans/metabolism ; Databases, Factual ; Multiomics

Medical Feature Extraction From Clinical Examination Notes: Development and Evaluation of a Two-Phase Large Language Model Framework.

Authors: Abumelha M; Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia.; Information Systems Department, Applied College at Khamis Mushait, King Khalid University, Abha, Saudi Arabia., Al-Ghamdi AA; Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia.; Computer Science Department, School of Engineering, Computing and Design, Dar Alhekma University, Jeddah, Saudi Arabia., Fayoumi A; Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia., Ragab M; Information Technology Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia.

Source: JMIR medical informatics [JMIR Med Inform] 2025 Dec 03; Vol. 13, pp. e78432. Date of Electronic Publication: 2025 Dec 03.

Publication Type: Journal Article

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* , Data Mining*/methods , Electronic Health Records* , Physical Examination*, Humans ; Large Language Models

Text mining and association rules-based analysis of 245 cement production accidents in a cement manufacturing plant.

Authors: Wang B; School of Resources and Safety Engineering, Central South University, People's Republic of China.; Safety & Security Theory Innovation and Promotion Center, Central South University, People's Republic of China.; Safety & Security Science and Emergency Management Center, Central South University, People's Republic of China., Wang Y; School of Resources and Safety Engineering, Central South University, People's Republic of China.; Safety & Security Theory Innovation and Promotion Center, Central South University, People's Republic of China.; Safety & Security Science and Emergency Management Center, Central South University, People's Republic of China., Gong Y; Changqing Engineering Design Co. Ltd, PetroChina Changqing Oilfield Branch, People's Republic of China., Shi Z; School of Resources and Safety Engineering, Central South University, People's Republic of China.; Safety & Security Theory Innovation and Promotion Center, Central South University, People's Republic of China.; Safety & Security Science and Emergency Management Center, Central South University, People's Republic of China.

Source: International journal of occupational safety and ergonomics : JOSE [Int J Occup Saf Ergon] 2025 Dec; Vol. 31 (4), pp. 1201-1215. Date of Electronic Publication: 2025 Apr 04.

Publication Type: Journal Article

Journal Info: Publisher: Taylor & Francis Country of Publication: England NLM ID: 9507598 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2376-9130 (Electronic) Linking ISSN: 10803548 NLM ISO Abbreviation: Int J Occup Saf Ergon Subsets: MEDLINE

MeSH Terms: Data Mining*/methods , Accidents, Occupational*/statistics & numerical data , Accidents, Occupational*/prevention & control , Construction Materials* , Safety Management*/methods , Construction Industry*, Humans ; Algorithms

Mining tumor and surrounding tissue information using artificial intelligence to predict responses to EGFR-targeted therapies and immunotherapy in lung cancer: a multicenter attribution analysis.

Authors: Zhang X; School of Medical Information Engineering, Gannan Medical University, Ganzhou, 341000, China.; Institute for Sustainable Industries and Liveable Cities, Victoria University, Melbourne, 3011, Australia.; Department of New Networks, Peng Cheng Laboratory, Shenzhen, 518000, China., He Y; School of Medical Information Engineering, Gannan Medical University, Ganzhou, 341000, China., Rao T; School of Medical Information Engineering, Gannan Medical University, Ganzhou, 341000, China., Qiu X; Department of Radiology, First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, China., Lai Q; Department of Respiratory and Critical Care, First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, China., Zhang Y; Institute for Sustainable Industries and Liveable Cities, Victoria University, Melbourne, 3011, Australia. yanchun.zhang@vu.edu.au.; School of Computer Science and Technology, Zhejiang Normal University, Jinhua, 321000, China. yanchun.zhang@vu.edu.au.; Department of New Networks, Peng Cheng Laboratory, Shenzhen, 518000, China. yanchun.zhang@vu.edu.au., Zhang G; Department of Respiratory and Critical Care, First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, China. a02617@gmu.edu.cn.

Source: La Radiologia medica [Radiol Med] 2025 Dec; Vol. 130 (12), pp. 1959-1972. Date of Electronic Publication: 2025 Oct 04.

Publication Type: Journal Article; Multicenter Study

Journal Info: Publisher: Springer Milan Country of Publication: Italy NLM ID: 0177625 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1826-6983 (Electronic) Linking ISSN: 00338362 NLM ISO Abbreviation: Radiol Med Subsets: MEDLINE

MeSH Terms: Lung Neoplasms*/therapy , Lung Neoplasms*/genetics , Lung Neoplasms*/drug therapy , Lung Neoplasms*/diagnostic imaging , Carcinoma, Non-Small-Cell Lung*/therapy , Carcinoma, Non-Small-Cell Lung*/genetics , Carcinoma, Non-Small-Cell Lung*/drug therapy , Carcinoma, Non-Small-Cell Lung*/diagnostic imaging , Artificial Intelligence* , Immunotherapy*/methods , Protein Kinase Inhibitors*/therapeutic use , Molecular Targeted Therapy* , Data Mining*, Humans ; ErbB Receptors/genetics ; ErbB Receptors/antagonists & inhibitors ; Male ; Female ; Middle Aged ; Aged ; Mutation ; China

ZeroTuneBio NER: A three-stage framework for zero-shot and zero-tuning biomedical entity extraction using large language models and prompt engineering.

Authors: Qin M; Department of Dermatology, Huashan Hospital, Shanghai Institute of Dermatology, Fudan University, Shanghai, China; Greater Bay Area Institute of Precision Medicine, School of Life Sciences, Fudan University, Shanghai, China., Feng L; Greater Bay Area Institute of Precision Medicine, School of Life Sciences, Fudan University, Shanghai, China., Lu J; School of Life Sciences, Fudan University, Shanghai, China., Sun Z; School of Life Sciences, Fudan University, Shanghai, China., Yu Z; Greater Bay Area Institute of Precision Medicine, School of Life Sciences, Fudan University, Shanghai, China., Han L; Department of Dermatology, Huashan Hospital, Shanghai Institute of Dermatology, Fudan University, Shanghai, China; Greater Bay Area Institute of Precision Medicine, School of Life Sciences, Fudan University, Shanghai, China. Electronic address: hanlianyi@fudan.edu.cn.

Source: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2025 Dec; Vol. 272, pp. 109070. Date of Electronic Publication: 2025 Sep 05.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8506513 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7565 (Electronic) Linking ISSN: 01692607 NLM ISO Abbreviation: Comput Methods Programs Biomed Subsets: MEDLINE

MeSH Terms: Natural Language Processing* , Data Mining*/methods, Humans ; Algorithms ; Language ; Large Language Models

Mining multi-electrode and multi-wave electroencephalogram based time-interval temporal patterns for improved classification capabilities and explainability.

Authors: Landau O; Malware Lab, Cyber Security Research Center, Ben-Gurion University of the Negev, Israel; Department of Industrial Engineering and Management, Ben-Gurion University of the Negev, Israel., Nissim N; Malware Lab, Cyber Security Research Center, Ben-Gurion University of the Negev, Israel; Department of Industrial Engineering and Management, Ben-Gurion University of the Negev, Israel. Electronic address: nirni@bgu.ac.il.

Source: Artificial intelligence in medicine [Artif Intell Med] 2025 Dec; Vol. 170, pp. 103269. Date of Electronic Publication: 2025 Sep 14.

Publication Type: Journal Article

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: Electroencephalography*/methods , Algorithms* , Brain-Computer Interfaces* , Data Mining*/methods , Signal Processing, Computer-Assisted* , Brain*/physiology, Humans ; Electrodes ; Time Factors

REaMA: Building Biomedical Relation Extraction Specialized Large Language Models Through Instruction Tuning.

Authors: Zhang Y, Yu J, Li G, He Z, Yen GG

Source: IEEE transactions on neural networks and learning systems [IEEE Trans Neural Netw Learn Syst] 2025 Dec; Vol. 36 (12), pp. 20258-20272.

Publication Type: Journal Article

Journal Info: Publisher: Institute of Electrical and Electronics Engineeers Country of Publication: United States NLM ID: 101616214 Publication Model: Print Cited Medium: Internet ISSN: 2162-2388 (Electronic) Linking ISSN: 2162237X NLM ISO Abbreviation: IEEE Trans Neural Netw Learn Syst Subsets: MEDLINE

MeSH Terms: Data Mining*/methods , Natural Language Processing* , Neural Networks, Computer* , Language*, Humans ; Semantics ; Databases, Factual ; Algorithms ; Large Language Models

Natural language processing in medical text processing: A scoping literature review.

Authors: Elvas LB; Department of Logistics, Molde University College, Molde 6410, Norway; Inov Inesc Inovação - Instituto de Novas Tecnologias, 1000-029 Lisbon, Portugal; Breast Cancer Research Program, Champalimaud Foundation, Lisbon, Portugal; ISTAR, Instituto Universitário de Lisboa (ISCTE-IUL), 1649-026 Lisbon, Portugal. Electronic address: luis.m.elvas@himolde.no., Almeida A; ISTAR, Instituto Universitário de Lisboa (ISCTE-IUL), 1649-026 Lisbon, Portugal., Ferreira JC; Department of Logistics, Molde University College, Molde 6410, Norway; Inov Inesc Inovação - Instituto de Novas Tecnologias, 1000-029 Lisbon, Portugal; ISTAR, Instituto Universitário de Lisboa (ISCTE-IUL), 1649-026 Lisbon, Portugal.

Source: International journal of medical informatics [Int J Med Inform] 2025 Dec; Vol. 204, pp. 106049. Date of Electronic Publication: 2025 Jul 17.

Publication Type: Journal Article; Scoping Review

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: Natural Language Processing* , Data Mining*/methods , Electronic Health Records*, Humans ; Language

A post-marketing safety surveillance study on vaccines in Chongqing, China from 2006 to 2021: Using a nationwide spontaneous reporting database with multiple data mining methods.

Authors: Xu B; EPI Department, Chongqing Municipal Center for Disease Control and Prevention, Chongqing, China., Wang Q; EPI Department, Chongqing Municipal Center for Disease Control and Prevention, Chongqing, China., Xu J; EPI Department, Chongqing Municipal Center for Disease Control and Prevention, Chongqing, China., Li J; EPI Department, Chongqing Municipal Center for Disease Control and Prevention, Chongqing, China., Bai N; EPI Department, Chongqing Municipal Center for Disease Control and Prevention, Chongqing, China.

Source: Human vaccines & immunotherapeutics [Hum Vaccin Immunother] 2025 Dec; Vol. 21 (1), pp. 2538353. Date of Electronic Publication: 2025 Aug 27.

Publication Type: Journal Article

Journal Info: Publisher: Taylor & Francis Country of Publication: United States NLM ID: 101572652 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2164-554X (Electronic) Linking ISSN: 21645515 NLM ISO Abbreviation: Hum Vaccin Immunother Subsets: MEDLINE

MeSH Terms: Product Surveillance, Postmarketing* , Data Mining* , Vaccines*/adverse effects , Vaccines*/administration & dosage , Adverse Drug Reaction Reporting Systems*/statistics & numerical data , Drug-Related Side Effects and Adverse Reactions*/epidemiology, Humans ; China/epidemiology ; Female ; Adult ; Male ; Infant ; Adolescent ; Child ; Child, Preschool ; Young Adult ; Middle Aged ; Databases, Factual ; Aged ; Vaccination/adverse effects ; Bayes Theorem ; Incidence