PM 2.5 concentration prediction system combining fuzzy information granulation and multi-model ensemble learning.

Συγγραφείς: Chen Y; Institute of Systems Engineering, Macau University of Science and Technology, Macau 999078, China., Wang J; Institute of Systems Engineering, Macau University of Science and Technology, Macau 999078, China. Electronic address: jzwang@must.edu.mo., Li R; Institute of Systems Engineering, Macau University of Science and Technology, Macau 999078, China., Gao J; Institute of Systems Engineering, Macau University of Science and Technology, Macau 999078, China.

Πηγή: Journal of environmental sciences (China) [J Environ Sci (China)] 2025 Oct; Vol. 156, pp. 332-345. Date of Electronic Publication: 2024 Jul 16.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 100967627 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1001-0742 (Print) Linking ISSN: 10010742 NLM ISO Abbreviation: J Environ Sci (China) Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Air Pollutants*/analysis , Ensemble Learning* , Environmental Monitoring*/methods , Particulate Matter*/analysis, Air Pollution/statistics & numerical data ; Algorithms ; Fuzzy Logic ; Machine Learning ; Neural Networks, Computer

Autoencoder-Assisted Stacked Ensemble Learning for Lymphoma Subtype Classification: A Hybrid Deep Learning and Machine Learning Approach.

Συγγραφείς: Ogundokun RO; Department of Computer Systems Engineering, Tshwane University of Technology (TUT), Pretoria 0001, South Africa., Owolawi PA; Department of Computer Systems Engineering, Tshwane University of Technology (TUT), Pretoria 0001, South Africa., Tu C; Department of Computer Systems Engineering, Tshwane University of Technology (TUT), Pretoria 0001, South Africa., van Wyk E; Department of Computer Systems Engineering, Tshwane University of Technology (TUT), Pretoria 0001, South Africa.

Πηγή: Tomography (Ann Arbor, Mich.) [Tomography] 2025 Aug 18; Vol. 11 (8). Date of Electronic Publication: 2025 Aug 18.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101671170 Publication Model: Electronic Cited Medium: Internet ISSN: 2379-139X (Electronic) Linking ISSN: 23791381 NLM ISO Abbreviation: Tomography Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Autoencoder* , Ensemble Learning* , Lymphoma*/diagnostic imaging , Lymphoma*/classification , Lymphoma*/pathology, Humans ; Algorithms ; Deep Learning ; Machine Learning ; Principal Component Analysis ; Support Vector Machine

An interpretable stacking ensemble learning model for visual-manual distraction level classification for in-vehicle interactions.

Συγγραφείς: Wang Y; School of Medical Technology, Beijing Institute of Technology, Beijing 100081, China. Electronic address: yhwangmn@bit.edu.cn., Liang Z; School of Medical Technology, Beijing Institute of Technology, Beijing 100081, China., Tian P; School of Software, Liaoning Technical University, Huludao, Liaoning 125105, China., He Y; School of Medical Technology, Beijing Institute of Technology, Beijing 100081, China.

Πηγή: Accident; analysis and prevention [Accid Anal Prev] 2025 Sep; Vol. 220, pp. 108150. Date of Electronic Publication: 2025 Jun 27.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: England NLM ID: 1254476 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2057 (Electronic) Linking ISSN: 00014575 NLM ISO Abbreviation: Accid Anal Prev Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Attention* , Automobile Driving*/psychology , Automobiles* , Distracted Driving* , Ensemble Learning*, Humans ; Accidents, Traffic/prevention & control ; Cluster Analysis ; Logistic Models ; Pupil

Refining LLMs outputs with iterative consensus ensemble (ICE).

Συγγραφείς: Omar M; The Windreich Department of Artificial Intelligence and Human Health, Mount Sinai Medical Center, NY, USA; The Hasso Plattner Institute for Digital Health at Mount Sinai, Mount Sinai Health System, NY, USA., Glicksberg BS; The Windreich Department of Artificial Intelligence and Human Health, Mount Sinai Medical Center, NY, USA; The Division of Data-Driven and Digital Medicine (D3M), Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Hasso Plattner Institute for Digital Health at Mount Sinai, Mount Sinai Health System, NY, USA., Nadkarni GN; The Windreich Department of Artificial Intelligence and Human Health, Mount Sinai Medical Center, NY, USA; The Hasso Plattner Institute for Digital Health at Mount Sinai, Mount Sinai Health System, NY, USA. Electronic address: Mahmudomar70@gmail.com., Klang E; The Windreich Department of Artificial Intelligence and Human Health, Mount Sinai Medical Center, NY, USA; The Hasso Plattner Institute for Digital Health at Mount Sinai, Mount Sinai Health System, NY, USA.

Πηγή: Computers in biology and medicine [Comput Biol Med] 2025 Sep; Vol. 196 (Pt B), pp. 110731. Date of Electronic Publication: 2025 Jul 16.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Large Language Models* , Ensemble Learning*, Humans ; Primary Health Care ; Datasets as Topic

An adaptive online learning scheme for anomaly detection in IIoT data streams under varying operating conditions.

Συγγραφείς: Li, Yuxuan¹ (AUTHOR), He, Zhen¹ (AUTHOR), He, Yingdong¹ (AUTHOR) yingdong.he@tju.edu.cn, Niu, Zhanwen¹ (AUTHOR), Li, An-Da^1,2 (AUTHOR)

Πηγή: International Journal of Production Research. Oct2025, p1-27. 27p. 10 Illustrations.

Θεματικοί όροι: *CYBER physical systems, *BAYESIAN analysis, ANOMALY detection (Computer security), ENSEMBLE learning, DIMENSIONAL reduction algorithms, MACHINE learning, STREAM measurements

Neuroimaging pattern interactions for suicide risk in depression captured by ensemble learning over transcriptome-defined parcellation.

Συγγραφείς: Wang T; School of Biological Sciences & Medical Engineering, Southeast University, Nanjing 210096, China; Child Development and Learning Science, Key Laboratory of Ministry of Education, Nanjing 210096, China., Shao J; School of Biological Sciences & Medical Engineering, Southeast University, Nanjing 210096, China; Child Development and Learning Science, Key Laboratory of Ministry of Education, Nanjing 210096, China., Yan R; Department of Psychiatry, the Affiliated Brain Hospital of Nanjing Medical University, Nanjing 210029, China; Nanjing Brain Hospital, Medical School of Nanjing University, Nanjing 210093, China., Dai Z; School of Biological Sciences & Medical Engineering, Southeast University, Nanjing 210096, China; Child Development and Learning Science, Key Laboratory of Ministry of Education, Nanjing 210096, China., Pei C; School of Biological Sciences & Medical Engineering, Southeast University, Nanjing 210096, China; Child Development and Learning Science, Key Laboratory of Ministry of Education, Nanjing 210096, China., Zhang W; School of Biological Sciences & Medical Engineering, Southeast University, Nanjing 210096, China; Child Development and Learning Science, Key Laboratory of Ministry of Education, Nanjing 210096, China., Yao Z; Department of Psychiatry, the Affiliated Brain Hospital of Nanjing Medical University, Nanjing 210029, China; Nanjing Brain Hospital, Medical School of Nanjing University, Nanjing 210093, China. Electronic address: zjyao@njmu.edu.cn., Lu Q; School of Biological Sciences & Medical Engineering, Southeast University, Nanjing 210096, China; Child Development and Learning Science, Key Laboratory of Ministry of Education, Nanjing 210096, China. Electronic address: luq@seu.edu.cn.

Πηγή: Progress in neuro-psychopharmacology & biological psychiatry [Prog Neuropsychopharmacol Biol Psychiatry] 2025 Jun 20; Vol. 139, pp. 111390. Date of Electronic Publication: 2025 May 02.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: England NLM ID: 8211617 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-4216 (Electronic) Linking ISSN: 02785846 NLM ISO Abbreviation: Prog Neuropsychopharmacol Biol Psychiatry Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Brain*/diagnostic imaging , Brain*/physiopathology , Brain*/metabolism , Depressive Disorder, Major*/diagnostic imaging , Depressive Disorder, Major*/genetics , Depressive Disorder, Major*/psychology , Ensemble Learning* , Neuroimaging*/methods , Suicide*/psychology , Transcriptome*, Adult ; Female ; Humans ; Male ; Middle Aged ; Machine Learning ; Magnetic Resonance Imaging/methods

Emotion recognition with multiple physiological parameters based on ensemble learning.

Συγγραφείς: Liao Y; School of Biomedical Engineering, South-Central Minzu University, Wuhan, 430074, China.; South-Central Minzu University, No.182, Minzu Avenue, Hongshan District, Wuhan City, Hubei Province, China., Gao Y; School of Biomedical Engineering, South-Central Minzu University, Wuhan, 430074, China.; South-Central Minzu University, No.182, Minzu Avenue, Hongshan District, Wuhan City, Hubei Province, China., Wang F; School of Biomedical Engineering, South-Central Minzu University, Wuhan, 430074, China.; South-Central Minzu University, No.182, Minzu Avenue, Hongshan District, Wuhan City, Hubei Province, China., Zhang L; School of Biomedical Engineering, South-Central Minzu University, Wuhan, 430074, China. zhangli1996@163.com.; South-Central Minzu University, No.182, Minzu Avenue, Hongshan District, Wuhan City, Hubei Province, China. zhangli1996@163.com., Xu Z; School of Biomedical Engineering, South-Central Minzu University, Wuhan, 430074, China.; South-Central Minzu University, No.182, Minzu Avenue, Hongshan District, Wuhan City, Hubei Province, China., Wu Y; School of Biomedical Engineering, South-Central Minzu University, Wuhan, 430074, China.; South-Central Minzu University, No.182, Minzu Avenue, Hongshan District, Wuhan City, Hubei Province, China.

Πηγή: Scientific reports [Sci Rep] 2025 Jun 06; Vol. 15 (1), pp. 19869. Date of Electronic Publication: 2025 Jun 06.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: 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

Ιατρικοί όροι (MeSH): Emotions*/physiology , Ensemble Learning*, Adult ; Female ; Humans ; Male ; Young Adult ; Electroencephalography ; Galvanic Skin Response/physiology ; Heart Rate/physiology ; Machine Learning ; Neural Networks, Computer ; Skin Temperature/physiology

Accurate prediction of virulence factors using pre-train protein language model and ensemble learning.

Συγγραφείς: Li G; School of Information and Software Engineering, East China Jiaotong University, Nanchang, 330013, China. ghli16@hnu.edu.cn., Zhou J; School of Information and Software Engineering, East China Jiaotong University, Nanchang, 330013, China., Luo J; College of Computer Science and Electronic Engineering, Hunan University, Changsha, 410082, China., Liang C; School of Information Science and Engineering, Shandong Normal University, Jinan, 250358, China. alcs417@sdnu.edu.cn.

Πηγή: BMC genomics [BMC Genomics] 2025 May 21; Vol. 26 (1), pp. 517. Date of Electronic Publication: 2025 May 21.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: BioMed Central Country of Publication: England NLM ID: 100965258 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2164 (Electronic) Linking ISSN: 14712164 NLM ISO Abbreviation: BMC Genomics Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Bacterial Proteins*/chemistry , Computational Biology*/methods , Ensemble Learning* , Virulence Factors*/chemistry , Virulence Factors*/genetics

An ensemble learning model to predict lymph node metastasis in early gastric cancer.

Συγγραφείς: Song K; Department of Gastroenterology, The Fourth Affiliated Hospital of Soochow University, Suzhou, China., Wu J; Department of Gastroenterology, The Fourth Affiliated Hospital of Soochow University, Suzhou, China., Xu M; Department of Radiotherapy, The Fourth Affiliated Hospital of Soochow University, Suzhou, China.; Department of Radiotherapy, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China., Li M; Department of Gastroenterology, The Fourth Affiliated Hospital of Soochow University, Suzhou, China., Chen Y; Department of Gastroenterology, The Fourth Affiliated Hospital of Soochow University, Suzhou, China., Zhang Y; Department of General Surgery, The Fourth Affiliated Hospital of Soochow University, Suzhou, China.; Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China., Chen H; Department of General Surgery, The Fourth Affiliated Hospital of Soochow University, Suzhou, China. Hongchen_506@126.com., Jiang C; Department of Gastroenterology, The Fourth Affiliated Hospital of Soochow University, Suzhou, China. cfjiang1999@163.com.

Πηγή: Scientific reports [Sci Rep] 2025 Apr 02; Vol. 15 (1), pp. 11257. Date of Electronic Publication: 2025 Apr 02.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: 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

Ιατρικοί όροι (MeSH): Ensemble Learning* , Lymphatic Metastasis*/pathology , Lymphatic Metastasis*/diagnosis , Stomach Neoplasms*/pathology , Stomach Neoplasms*/diagnosis, Adult ; Aged ; Female ; Humans ; Male ; Middle Aged ; Algorithms ; Lymph Nodes/pathology ; Machine Learning ; Prognosis ; Risk Factors

An ensemble learning method combined with multiple feature representation strategies to predict lncRNA subcellular localizations.

Συγγραφείς: Zhang L; School of Mechanical, Electrical and Information Engineering, Shandong University at Weihai, 264209, China. Electronic address: zln@sdu.edu.cn., Gao S; School of Mechanical, Electrical and Information Engineering, Shandong University at Weihai, 264209, China. Electronic address: 992324853@qq.com., Yuan Q; School of Mechanical, Electrical and Information Engineering, Shandong University at Weihai, 264209, China. Electronic address: yuanqinghao0208@163.com., Fu Y; School of Mechanical, Electrical and Information Engineering, Shandong University at Weihai, 264209, China. Electronic address: fuyao1207@foxmail.com., Yang R; School of Mechanical, Electrical and Information Engineering, Shandong University at Weihai, 264209, China. Electronic address: yrt@sdu.edu.cn.

Πηγή: Computational biology and chemistry [Comput Biol Chem] 2025 Apr; Vol. 115, pp. 108336. Date of Electronic Publication: 2025 Jan 01.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Elsevier Country of Publication: England NLM ID: 101157394 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-928X (Electronic) Linking ISSN: 14769271 NLM ISO Abbreviation: Comput Biol Chem Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Computational Biology*/methods , Ensemble Learning* , RNA, Long Noncoding*/analysis , RNA, Long Noncoding*/genetics , RNA, Long Noncoding*/metabolism, Humans ; Algorithms

Joint ensemble learning-based risk prediction of Alzheimer's disease among mild cognitive impairment patients.

Συγγραφείς: Guan T; Department of Health Statistics, School of Public Health, Airforce Medical University, Xian, Shaanxi, China; Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, Xian, Shaanxi, China., Shang L; Department of Health Statistics, School of Public Health, Airforce Medical University, Xian, Shaanxi, China; Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, Xian, Shaanxi, China., Yang P; Department of Health Statistics, School of Public Health, Airforce Medical University, Xian, Shaanxi, China; Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, Xian, Shaanxi, China., Tan Z; Department of Health Statistics, School of Public Health, Airforce Medical University, Xian, Shaanxi, China; Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, Xian, Shaanxi, China., Liu Y; Department of Health Statistics, School of Public Health, Airforce Medical University, Xian, Shaanxi, China; Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, Xian, Shaanxi, China., Dong C; Department of Health Statistics, School of Public Health, Airforce Medical University, Xian, Shaanxi, China; Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, Xian, Shaanxi, China., Li X; Department of Health Statistics, School of Public Health, Airforce Medical University, Xian, Shaanxi, China; Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, Xian, Shaanxi, China., Hu Z; Department of Health Statistics, School of Public Health, Airforce Medical University, Xian, Shaanxi, China; Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, Xian, Shaanxi, China., Su H; Department of Health Statistics, School of Public Health, Airforce Medical University, Xian, Shaanxi, China; Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, Xian, Shaanxi, China. Electronic address: suhaixia1225@163.com., Zhang Y; Department of Health Statistics, School of Public Health, Airforce Medical University, Xian, Shaanxi, China; Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, Xian, Shaanxi, China. Electronic address: zhyh@fmmu.edu.cn.

Πηγή: The journal of prevention of Alzheimer's disease [J Prev Alzheimers Dis] 2025 Apr; Vol. 12 (4), pp. 100083. Date of Electronic Publication: 2025 Feb 05.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Elsevier Country of Publication: United States NLM ID: 101638820 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2426-0266 (Electronic) Linking ISSN: 22745807 NLM ISO Abbreviation: J Prev Alzheimers Dis Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Alzheimer Disease*/diagnosis , Alzheimer Disease*/epidemiology , Cognitive Dysfunction*/diagnosis , Cognitive Dysfunction*/epidemiology , Ensemble Learning*, Aged ; Aged, 80 and over ; Female ; Humans ; Male ; Proportional Hazards Models ; Risk Assessment/methods ; Risk Factors

CT-DCENet: Deep EEG Denoising via CNN-Transformer-Based Dual-Stage Collaborative Ensemble Learning.

Συγγραφείς: Tang Y, Huang W, Chen C, Chen D

Πηγή: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2025 Jun; Vol. 29 (6), pp. 4095-4108.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print Cited Medium: Internet ISSN: 2168-2208 (Electronic) Linking ISSN: 21682194 NLM ISO Abbreviation: IEEE J Biomed Health Inform Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Deep Learning* , Electroencephalography*/methods , Ensemble Learning* , Signal Processing, Computer-Assisted*, Adult ; Female ; Humans ; Male ; Artifacts ; Neural Networks, Computer ; Signal-To-Noise Ratio

Research on the financial early warning models based on ensemble learning algorithms: Introducing MD&A and stock forum comments textual indicators.

Συγγραφείς: Zhang Z; School of Accounting, Chongqing University of Technology, Chongqing, China., Zhu Z; School of Accounting, Chongqing University of Technology, Chongqing, China., Hua Y; School of Economics and Business Administration, Chongqing University, Chongqing, China.

Πηγή: PloS one [PLoS One] 2025 May 22; Vol. 20 (5), pp. e0323737. Date of Electronic Publication: 2025 May 22 (Print Publication: 2025).

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Algorithms* , Ensemble Learning* , Models, Economic*, Humans

Enhancing biomedical relation extraction through data-centric and preprocessing-robust ensemble learning approach.

Συγγραφείς: Meesawad W; Department of Computer Science and Information Engineering, National Central University, No. 300, Zhongda Rd., Zhongli District, Taoyuan 320, Taiwan., Han JC; Department of Computer Science and Information Engineering, National Central University, No. 300, Zhongda Rd., Zhongli District, Taoyuan 320, Taiwan., Hsueh CY; Department of Computer Science and Information Engineering, National Central University, No. 300, Zhongda Rd., Zhongli District, Taoyuan 320, Taiwan., Zhang Y; Department of Computer Science and Information Engineering, National Central University, No. 300, Zhongda Rd., Zhongli District, Taoyuan 320, Taiwan., Hung HC; Department of Medical Research, Cathay General Hospital, No. 280, Sec. 4, Ren'ai Rd., Da'an Dist., Taipei 106, Taiwan., Tsai RT; Department of Computer Science and Information Engineering, National Central University, No. 300, Zhongda Rd., Zhongli District, Taoyuan 320, Taiwan.; Center for GIS, Research Center for Humanities and Social Sciences, Academia Sinica, 128 Academia Rd., Sec. 2, Nangang District, Taipei 115, Taiwan.; Department of Medical Research, Cathay General Hospital, No. 280, Sec. 4, Ren'ai Rd., Da'an Dist., Taipei 106, Taiwan.

Πηγή: Database : the journal of biological databases and curation [Database (Oxford)] 2025 May 22; Vol. 2025.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Oxford Journals Country of Publication: England NLM ID: 101517697 Publication Model: Print Cited Medium: Internet ISSN: 1758-0463 (Electronic) Linking ISSN: 17580463 NLM ISO Abbreviation: Database (Oxford) Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Data Mining*/methods , Ensemble Learning*, Humans

A systematic literature review: exploring the challenges of ensemble model for medical imaging.

Συγγραφείς: Supriyadi MR; Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor, 81310, Malaysia.; Research Center for Artificial Intelligent and Cyber Security, National Research and Innovation Agency, Bandung, 40135, Indonesia., Samah ABA; Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor, 81310, Malaysia. azurah@utm.my., Muliadi J; Research Center for Artificial Intelligent and Cyber Security, National Research and Innovation Agency, Bandung, 40135, Indonesia., Awang RAR; School of Dental Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, 16150, Malaysia., Ismail NH; School of Dental Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, 16150, Malaysia., Majid HA; Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor, 81310, Malaysia., Othman MSB; Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor, 81310, Malaysia., Hashim SZBM; Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor, 81310, Malaysia.

Πηγή: BMC medical imaging [BMC Med Imaging] 2025 Apr 18; Vol. 25 (1), pp. 128. Date of Electronic Publication: 2025 Apr 18.

Τύπος έκδοσης: Journal Article; Systematic Review

Στοιχεία περιοδικού: Publisher: BioMed Central Country of Publication: England NLM ID: 100968553 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2342 (Electronic) Linking ISSN: 14712342 NLM ISO Abbreviation: BMC Med Imaging Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Diagnostic Imaging*/methods , Ensemble Learning*, Humans

A lamb freshness detection model using a flexible optoelectronic in-situ sensing system and multi-input multi-label causal ensemble learning.

Συγγραφείς: He W; College of Engineering, China Agricultural University, Beijing 100083, PR China., Huang W; College of Engineering, China Agricultural University, Beijing 100083, PR China., Wang Y; College of Engineering, China Agricultural University, Beijing 100083, PR China., Li Z; College of Information Science and Technology, Shihezi University, Shihezi 832000, PR China., Blanka T; Department of Chemistry and Food Analysis, National Agricultural and Food Centre-Food Research Institute, 82475 Bratislava, Slovakia., Zhang X; College of Engineering, China Agricultural University, Beijing 100083, PR China. Electronic address: zhxshuan@cau.edu.cn.

Πηγή: Food chemistry [Food Chem] 2025 Apr 15; Vol. 471, pp. 142803. Date of Electronic Publication: 2025 Jan 07.

Τύπος έκδοσης: Journal Article; Evaluation Study

Στοιχεία περιοδικού: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Ensemble Learning* , Meat*/analysis , Red Meat*/analysis, Animals ; Sheep

REMED-T2D: A robust ensemble learning model for early detection of type 2 diabetes using healthcare dataset.

Συγγραφείς: Phan LT; Computational Biology and Bioinformatics Laboratory, Department of Integrative Biotechnology, College of Biotechnology and Bioengineering, Sungkyunkwan University, Suwon, 16149, Gyeonggi-do, Republic of Korea., Rakkiyappan R; Department of Mathematics, Bharathiar University, Coimbatore, 641046, Tamil Nadu, India., Manavalan B; Computational Biology and Bioinformatics Laboratory, Department of Integrative Biotechnology, College of Biotechnology and Bioengineering, Sungkyunkwan University, Suwon, 16149, Gyeonggi-do, Republic of Korea. Electronic address: bala2022@skku.edu.

Πηγή: Computers in biology and medicine [Comput Biol Med] 2025 Mar; Vol. 187, pp. 109771. Date of Electronic Publication: 2025 Feb 05.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Databases, Factual* , Diabetes Mellitus, Type 2*/diagnosis , Ensemble Learning*, Adult ; Female ; Humans ; Male ; Early Diagnosis

Using pretrained models in ensemble learning for date fruits multiclass classification.

Συγγραφείς: Eser M; Computer Engineering Department, Engineering Faculty, Bursa Uludag University, Bursa, Turkey., Bilgin M; Computer Engineering Department, Engineering Faculty, Bursa Uludag University, Bursa, Turkey., Yasin ET; Graduate School of Natural and Applied Sciences, Selcuk University, Konya, Turkey., Koklu M; Technology Faculty, Department of Computer Engineering, Selcuk University, Konya, Turkey.

Πηγή: Journal of food science [J Food Sci] 2025 Mar; Vol. 90 (3), pp. e70136.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Wiley on behalf of the Institute of Food Technologists Country of Publication: United States NLM ID: 0014052 Publication Model: Print Cited Medium: Internet ISSN: 1750-3841 (Electronic) Linking ISSN: 00221147 NLM ISO Abbreviation: J Food Sci Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Cucurbitaceae*/classification , Ensemble Learning* , Fruit*/classification , Fruit*/chemistry, Deep Learning ; Neural Networks, Computer ; Quality Control

Ensemble learning to predict short birth interval among reproductive-age women in Ethiopia: evidence from EDHS 2016-2019.

Συγγραφείς: Kelkay JM; Department of Health Informatics, College of Health Sciences, Debark University, Debark, Ethiopia. jenberu.uog11@gmail.com., Anteneh DS; Department of Health Informatics, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia., Wubneh HD; Department of Health Informatics, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia., Gessesse AD; Department of Pediatric and Child Health Nursing, College of Health Sciences, Woldia University, Woldia, Ethiopia., Gebeyehu GF; School of Medicine, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia., Aweke KK; School of Medicine, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia., Ejigu MB; School of Medicine, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia., Sendeku MA; School of Medicine, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia., Barkneh KA; School of Medicine, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia., Demissie HG; School of Medicine, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia., Negash WD; Department of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.; National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia., Mihret BG; Department of Computer Sciences, College of Natural and Computational Sciences, Debark University, Debark, Ethiopia.

Πηγή: BMC pregnancy and childbirth [BMC Pregnancy Childbirth] 2025 Feb 05; Vol. 25 (1), pp. 121. Date of Electronic Publication: 2025 Feb 05.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: BioMed Central Country of Publication: England NLM ID: 100967799 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2393 (Electronic) Linking ISSN: 14712393 NLM ISO Abbreviation: BMC Pregnancy Childbirth Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Birth Intervals*/statistics & numerical data , Ensemble Learning*, Adolescent ; Adult ; Female ; Humans ; Middle Aged ; Pregnancy ; Young Adult ; Algorithms ; Ethiopia/epidemiology

Retracted: A Dynamic Adaptive Ensemble Learning Framework for Noninvasive Mild Cognitive Impairment Detection: Development and Validation Study.

Συγγραφείς: Li A; School of Software, Taiyuan University of Technology, Jingzhong, China., Li J; School of Computer Science, Xijing University, Xian, China., Hu Y; College of Computer Science and Technology, Taiyuan University of Technology, Jinzhong, China., Geng Y; Clinical Laboratory and Geriatric, Shanxi Provincial People's Hospital, Taiyuan, China., Qiang Y; School of Software, North University of China, Taiyuan, China., Zhao J; School of Software, Taiyuan University of Technology, Jingzhong, China.; College of Computer Science and Technology, Taiyuan University of Technology, Jinzhong, China.

Πηγή: JMIR medical informatics [JMIR Med Inform] 2025 Jan 20; Vol. 13, pp. e60250. Date of Electronic Publication: 2025 Jan 20.

Τύπος έκδοσης: Journal Article; Validation Study; Retracted Publication

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): Cognitive Dysfunction*/diagnosis , Ensemble Learning*, Aged ; Aged, 80 and over ; Female ; Humans ; Male ; Middle Aged ; Wearable Electronic Devices