Artificial Intelligence for Automatic Pain Assessment: Research Methods and Perspectives by Marco Cascella, Daniela Schiavo, Arturo Cuomo, Alessandro Ottaiano, Francesco Perri, Renato Patrone, Sara Migliarelli, Elena Giovanna Bignami, Alessandro Vittori, Francesco Cutugno

“…The purpose of this article is to discuss the state of the art of research and perspectives on APA applications in both research and clinical scenarios. …”
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Patient with joint pain at an outpatient appointment by A. L. Vertkin, M. M. Shamuilova, Yu. V. Sedyakina, G. Yu. Knorring, A. V. Nosova

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Hippocampal Functional Radiomic Features for Identification of the Cognitively Impaired Patients from Low-Back-Related Pain: A Prospective Machine Learning Study by Yang Z, Liang X, Ji Y, Zeng W, Wang Y, Zhang Y, Zhou F

“…Additionally, radiomic wavelet features were correlated with Montreal Cognitive Assessment (MoCA) and Hamilton Anxiety Scale, present pain intensity scores in cognitively impaired LBLP patients (P < 0.05, with Bonferroni correction).Conclusion: Hippocampal functional radiomic features are valuable for diagnosing cognitively impaired patients from LBLP.Keywords: cognitive impairment, resting-state functional MRI, low-back-related leg pain, radiomic, logistic regression algorithm…”
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A Retrospective Claims-Based Study Evaluating Clinical and Economic Burden Among Patients With Moderate to Severe Osteoarthritis Pain in the United States by Patricia B. Schepman, Sheena Thakkar, Rebecca L. Robinson, Craig G. Beck, Deepa Malhotra, Birol Emir, Ryan N. Hansen

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Linguistic Markers of Pain Communication on X (Formerly Twitter) in US States With High and Low Opioid Mortality: Machine Learning and Semantic Network Analysis by ShinYe Kim, Winson Fu Zun Yang, Zishan Jiwani, Emily Hamm, Shreya Singh

“…While previous research has explored clinical and behavioral predictors of opioid risk, less attention has been given to large-scale linguistic patterns in public discussions of pain. …”
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A clinical case of recurrent pain syndrome due to hiatal hernia, occurring under the guise of acute pancreatitis by A. A. Baulin, L. A. Aver'yanova, V. A. Baulin, O. A. Baulina, D. A. Kompaneytseva

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Resolution of the consensus of the Russian Federation experts on the diagnosis and treatment of osteoarthritis, 2022 by A. M. Lila, V. I. Mazurov, A. I. Martynov, N. V. Zagorodny, L. I. Alekseeva, N. V. Chichasova, A. E. Karateev, A. V. Naumov, E. V. Zonova, A. P. Rachin, E. A. Taskina

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GENERAL PRINCIPLES OF TREATMENT FOR MUSCULOSKELETAL PAIN: INTERDISCIPLINARY CONSENSUS by E. L. Nasonov, N. N. Yakhno, A. E. Karateev, L. I. Alekseeva, A. N. Barinov, A. E. Barulin, O. S. Davydov, A. B. Danilov, M. V. Zhuravleva, B. V. Zavodovsky, S. S. Kopenkin, M. L. Kukishkin, V. A. Parfenov, M. A. Strakhov, V. P. Tyurin, N. V. Chichasova, S. A. Chorbinskaya

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Acute Abdominal Pain in Children: Causes and Development Factors by E. A. Romanova, L. S. Namazova-Baranova, E. Yu. Dyakonova, A. Yu. Romanov, K. S. Mezhidov, Z. I. Dokhshukaeva

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Diagnosis and rational treatment of painful diabetic peripheral neuropathy: an interdisciplinary expert consensus by Gagik R. Galstyan, Elena G. Starostina, Nikolay N. Yakhno, Irina V. Gurieva, Maxim V. Churyukanov, Igor A. Strokov, Alla Y. Tokmakova, Mikhail L. Kukushkin, Anatoly I. Martynov, Marina V. Shestakova

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FEATURES OF THE CHRONIC PAIN SYNDROME IN PATIENTS WITH RHEUMATOID ARTHRITIS AND MEDICAL DIAGNOSTIC TACTICS by M. A. Gromova, S. E. Myasoedova

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Back pain: from pathophysiological mechanisms and clinical features to modern approaches to therapy by N. V. Titova, Yu. N. Bezdolny, A. A. Slipko

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REASONING FOR THE USE OF TEMPORO-MANDIBULAR DISORDER DIAGNOSTIC ALGORITHMS by V. Makeyev, U. Telishevska, A. Kucher

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AN INTERDISCIPLINARY APPROACH TO TREATMENT OF TEMPOROMANDIBULAR PAIN-DYSFUNCTION SYNDROME AGAINST THE BACKDROP OF CERVICAL OSTEOCHONDROSIS. by V.L. Melnik, V.K. Shevchenko

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Classifying social and physical pain from multimodal physiological signals using machine learning by Eun-Hye Jang, Young-Ji Eum, Daesub Yoon, Sangwon Byun

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Express Immunochromatographic Detection of Rotavirus and Adenovirus Antigens in Pre-Hospital Differential Diagnosis of Acute Abdominal Pain in Children by Ekaterina A. Romanova, Leyla S. Namazova-Baranova, Elena Yu. Dyakonova, Aleksey Yu. Romanov, Kazbek S. Mezhidov, Zharadat I. Dohshukaeva

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Ultrasound Imaging and Machine Learning to Detect Missing Hand Motions for Individuals Receiving Targeted Muscle Reinnervation for Nerve-Pain Prevention by Anna Rita E. Moukarzel, Justin Fitzgerald, Marcus Battraw, Clifford Pereira, Andrew Li, Paul Marasco, Wilsaan M. Joiner, Jonathon Schofield

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Rheumatic diseases as a reason for emergency hospitalization by A. S. Povzun, V. I. Mazurov, E. V. Shchemeleva, K. A. Povzun, E. Yu. Kovalchuk, V. A. Kostenko

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Comprehensive approach to the choice of therapy in patients with osteoarthritis at the first visit to the doctor. Expert consensus (literature review and resolution) by A. M. Lila, O. N. Tkacheva, N. N. Yakhno, A. V. Naumov, L. I. Alekseeva, Yu. V. Kotovskaya, M. V. Putilina, M. L. Kukushkin, A. Yu. Kochish, E. A. Taskina, G. R. Abuzarova

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Radiological and Functional Research Methods in the Diagnosis of Segmental Instability in Cervical Osteochondrosis and of Cervicobrachial Syndrome by Z. V. Koshkareva, V. A. Sorokovikov, A. P. Zhivotenko, O. V. Sklyarenko, B. B. Damdinov, А. N. Kiriyenko

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