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Survey on Pain Detection Using Machine Learning Models: Narrative Review

Ruijie Fang, Elahe Hosseini, Ruoyu Zhang, Chongzhou Fang, Setareh Rafatirad, Houman Homayoun

JMIR AI 2025;4:e53026

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Multimodal Pain Recognition in Postoperative Patients: Machine Learning Approach

Ajan Subramanian, Rui Cao, Emad Kasaeyan Naeini, Seyed Amir Hossein Aqajari, Thomas D Hughes, Michael-David Calderon, Kai Zheng, Nikil Dutt, Pasi Liljeberg, Sanna Salanterä, Ariana M Nelson, Amir M Rahmani

JMIR Form Res 2025;9:e67969

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Parental Assessment of Postsurgical Pain in Infants at Home Using Artificial Intelligence–Enabled and Observer-Based Tools: Construct Validity and Clinical Utility Evaluation Study

Fatos Sada, Paola Chivers, Sokol Cecelia, Sejdi Statovci, Kujtim Ukperaj, Jeffery Hughes, Kreshnik Hoti

JMIR Pediatr Parent 2024;7:e64669

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Comparison of Analgesia Methods Through a Web Platform in Patients Undergoing Thoracic Surgery: Pilot Design, Implementation, and Validation Study

Rosella Trò, Angelica Orecchia, Nicola Disma, Paolo Uva, Roberto Cavanna, Nicolò Zanardi, Michele Torre, Marco Massimo Fato

JMIR Form Res 2024;8:e56674

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The Clinical Suitability of an Artificial Intelligence–Enabled Pain Assessment Tool for Use in Infants: Feasibility and Usability Evaluation Study

Jeffery David Hughes, Paola Chivers, Kreshnik Hoti

J Med Internet Res 2023;25:e41992

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Pain Assessment Using Virtual Reality Facemask During Bone Marrow Aspiration: Prospective Study Including Propensity-Matched Analysis

Lou Soret, Nicolas Gendron, Nadia Rivet, Richard Chocron, Laure Macraigne, Darless Clausse, Bernard Cholley, Pascale Gaussem, David M Smadja, Luc Darnige

JMIR Serious Games 2022;10(4):e33221

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A Web-Based Communication Tool for Postoperative Follow-up and Pain Assessment at Home After Primary Knee Arthroplasty: Feasibility and Usability Study

Torbjørn Rian, Kari Sand, Eirik Skogvoll, Pål Klepstad, Tina S Wik

JMIR Form Res 2022;6(4):e34543

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Pain Recognition With Electrocardiographic Features in Postoperative Patients: Method Validation Study

Emad Kasaeyan Naeini, Ajan Subramanian, Michael-David Calderon, Kai Zheng, Nikil Dutt, Pasi Liljeberg, Sanna Salantera, Ariana M Nelson, Amir M Rahmani

J Med Internet Res 2021;23(5):e25079

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User-Centered Development of a Mobile App for Biopsychosocial Pain Assessment in Adults: Usability, Reliability, and Validity Study

Filipa Lopes, Mário Rodrigues, Anabela G Silva

JMIR Mhealth Uhealth 2021;9(5):e25316

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Pain Assessment Tool With Electrodermal Activity for Postoperative Patients: Method Validation Study

Seyed Amir Hossein Aqajari, Rui Cao, Emad Kasaeyan Naeini, Michael-David Calderon, Kai Zheng, Nikil Dutt, Pasi Liljeberg, Sanna Salanterä, Ariana M Nelson, Amir M Rahmani

JMIR Mhealth Uhealth 2021;9(5):e25258

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