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The internet of things in supply chain management: past, present, and future – a systematic literature review and implementation framework.
Vlachos, Ilias ; Graham, Gary
International Journal of Production Research. Dec2025, Vol. 63 Issue 24, p10555-10585. 31p.

Adoption of Internet of Things in Health Care: Weighted and Meta-Analytical Review of Theoretical Frameworks and Predictors.
Oliveira T ; Naranjo-Zolotov M ; Martins R ; et al.
Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN: 1438-8871 (Electronic) Linking ISSN: 14388871 NLM ISO Abbreviation: J Med Internet Res Subsets: MEDLINE

IDMM-IDS: An efficient and robust intrusion detection system for the IoT based on the inverted Dirichlet mixture model.
He W ; Cai X ; Yu Y ; et al.
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

Precision at heart: An IoT-based vertical federated learning approach for heterogeneous data-driven cardiovascular disease risk prediction.
Shajimon S ; Shukla RM ; Patra AN
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

Using Crowdsourcing Internet of Things Technology to Reduce Caregiver Worry in Dementia-Related Lost Episodes: Longitudinal Observational Study.
Wong B ; Cheng T ; Fung N ; et al.
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

Convergence of blockchain and IoT for managing decentralized medical records.
Kaushal RK ; Kumar N ; Boonchieng E ; et al.
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

GECO: A Real-Time Computer Vision-Assisted Gesture Controller for Advanced IoT Home System.
Lopes MC ; Silva PA ; Marenco L ; et al.
Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Design of an intelligent IoT enabled healthcare responsive framework for emergency scenarios.
Mishra S ; Tripathy HK ; Das H ; et al.
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

Distributed Deep Learning in IoT Sensor Network for the Diagnosis of Plant Diseases.
Papanikolaou A ; Tziouvaras A ; Floros G ; et al.
Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

AI-embedded IoT healthcare optimization with trust-aware mobile edge computing.
Alamri M ; Haseeb K ; Humayun M ; et al.
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

Security Audit of IoT Device Networks: A Reproducible Machine Learning Framework for Threat Detection and Performance Benchmarking.
Shaikhanova A ; Kuznetsov O ; Tokkuliyeva A ; et al.
Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

I-BrainNet: Deep Learning and Internet of Things (DL/IoT)-Based Framework for the Classification of Brain Tumor.
Ibrahim AU ; Engo GM ; Ame I ; et al.
Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE

Digital transformation of a real-life R&D process using a structured approach based on the Internet of Things.
Hawelitschek M ; Lenk F ; Lange FD ; et al.
Publisher: SAGE Publications Country of Publication: United States NLM ID: 101697564 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2472-6311 (Electronic) Linking ISSN: 24726303 NLM ISO Abbreviation: SLAS Technol Subsets: MEDLINE

Artificial Intelligence-based fine-tuning model for fall activity recognition in disabled persons within an IoT environment.
Alzahrani A ; Al-Dayil R ; Alghanim AG ; et al.
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

Evaluation of an internet of things device for isothermal molecular detection.
Weidmann M ; Alvarez JB ; Zinn S ; et al.
Publisher: Springer Heidelberg Country of Publication: Germany NLM ID: 0365307 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1439-0973 (Electronic) Linking ISSN: 03008126 NLM ISO Abbreviation: Infection Subsets: MEDLINE

Evaluation of IoT based smart safety systems for women and children using machine learning techniques.
Wagh NR ; Sutar SR ; Kadam VJ ; et al.
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

Emotion induction by western music across personality types using internet of things technology.
Ru D ; Wei Z
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

Intelligent feature fusion with dynamic graph convolutional recurrent network for robust object detection to assist individuals with disabilities in a smart Iot edge-cloud environment.
Alohali MA ; Alanazi F ; Alsahafi YA ; et al.
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

The analysis of the internet of things technology for mental health of sports education students based on big data.
He Y
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

IoTMindCare: An Integrative Reference Architecture for Safe and Personalized IoT-Based Depression Management.
Zamani S ; Sinha R ; Madanian S ; et al.
Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE