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Systematic review of AI/ML applications in multi-domain robotic rehabilitation: trends, gaps, and future directions.

• Authors : Nicora G; Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy. .; Pe S

Subjects: Robotics*/Robotics*/Robotics*/trends ; Robotics*/Robotics*/Robotics*/methods ; Artificial Intelligence*/Artificial Intelligence*/Artificial Intelligence*/trends

• Source: Journal of neuroengineering and rehabilitation [J Neuroeng Rehabil] 2025 Apr 09; Vol. 22 (1), pp. 79. Date of Electronic Publication: 2025 Apr 09.Publisher: BioMed Central Country of Publication: England NLM ID: 101232233 Publication Model: Electronic Cited Medium: Internet ISSN: 1743-0003

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Ensemble-Based Model-Agnostic Meta-Learning with Operational Grouping for Intelligent Sensory Systems.

• Authors : Mallick M; G. W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA.; Shim YD

Subjects: Robotics* ; Machine Learning*; Humans

• Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Mar 12; Vol. 25 (6). Date of Electronic Publication: 2025 Mar 12.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Machine Learning Assisted Electronic/Ionic Skin Recognition of Thermal Stimuli and Mechanical Deformation for Soft Robots.

• Authors : Shi X; School of Mechanical Engineering, Hebei University of Technology, Tianjin, 300401, China.; Lee A

Subjects: Robotics*/Robotics*/Robotics*/methods ; Machine Learning*; Hydrogels

• Source: Advanced science (Weinheim, Baden-Wurttemberg, Germany) [Adv Sci (Weinh)] 2024 Aug; Vol. 11 (30), pp. e2401123. Date of Electronic Publication: 2024 Jun 12.Publisher: WILEY-VCH Country of Publication: Germany NLM ID: 101664569 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2198-3844

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Meta-Transfer-Learning-Based Multimodal Human Pose Estimation for Lower Limbs.

• Authors : Du G; School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China.; Zhu H

Subjects: Lower Extremity*/Lower Extremity*/Lower Extremity*/physiology ; Posture*/Posture*/Posture*/physiology ; Machine Learning*

• Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Mar 06; Vol. 25 (5). Date of Electronic Publication: 2025 Mar 06.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Annals of Scientific Society for Assembly, Handling and Industrial Robotics 2023

• Authors : Ihlenfeldt, Steffen; Schüppstuhl, Thorsten; Tracht, Kirsten

Subjects: Robotics; Handling and Micro Assembly; Human-Machine Interaction and Machine Vision

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Industrial Robotics, Resource Efficiency, Energy Transition, and Environmental Quality: Designing a Sustainable Development Goals Framework for G7 Countries in the Presence of Geopolitical Risk.

• Authors : Xia, Yuhan¹ (AUTHOR) ; Ahmad, Mahmood^2,3 (AUTHOR)

Subjects: *ARTIFICIAL neural networks; *INDUSTRIAL robots; *ECOLOGICAL impact

• Source: Sustainability (2071-1050). Mar2025, Vol. 17 Issue 5, p1960. 17p.

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How AI and Robotics Will Advance Interventional Radiology: Narrative Review and Future Perspectives.

• Authors : Zhang, Jiaming¹ (AUTHOR) ; Fang, Jiayi¹ (AUTHOR) ; Xu, Yanneng² (AUTHOR)

• Source: Diagnostics (2075-4418). Jul2024, Vol. 14 Issue 13, p1393. 29p.

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Editorial: Advances in artificial intelligence and robotics in joint arthroplasty

• Authors : Andrew P. Kurmis; Sébastien Lustig; Francesco Zambianchi

Subjects: Artificial intelligence; Robotics; CPAK

• Source: Arthroplasty, Vol 7, Iss 1, Pp 1-7 (2025)

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Multi-point estimation weldment recognition and estimation of pose with data-driven robotics design

• Authors : Meng XiangYi

Subjects: multi-point tracking; weldment; pose estimation

• Source: Nonlinear Engineering, Vol 14, Iss 1, Pp 65-78 (2025)

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Deep Learning-Emerged Grid Cells-Based Bio-Inspired Navigation in Robotics.

• Authors : Simkuns, Arturs¹ (AUTHOR) ; Saltanovs, Rodions¹ (AUTHOR); Ivanovs, Maksims¹ (AUTHOR)

• Source: Sensors (14248220). Mar2025, Vol. 25 Issue 5, p1576. 20p.

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