Editorial Commitment to Trust and Integrity in Science: Implications for Pain and Anesthesiology Research by Palermo TM, Bouhassira D, Davis KD, Hemmings Jnr HC, Hurley RW, Katz J, Pandit J, Price T, Schatman ME, Schwarz SKW, Turk D, Van de Velde M, Wiles M, Yaksh T, Yarnitsky D

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Back pain: diagnostic and therapeutic algorithms in outpatient practice by N. A. Shostak, A. V. Novikova, N. G. Pravdyuk, D. A. Shemetov

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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

“…The article offers brief algorithms for the diagnosis and therapy of osteoarthritis for use at the outpatient stage of medical care.The authors note that at present, osteoarthritis is not an inevitable manifestation of aging of the body, with which has to be resigned to. …”
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A Proposed Diagnostic and Treatment Algorithm for the Management of Lumbar Discogenic Pain by Lorio MP, Beall DP, Myers TJ, Naidu RK, McRoberts WP, Davis TT, Gage EG, Calodney AK, Verrills P, De Palma MJ, Amirdelfan K, Block JE

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Back pain in young people: algorithm of management in practice of primary physician by N. A. Shostak, N. G. Pravdyuk, A. V. Novikova

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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

“…Data-driven artificial intelligence (AI) methods can be employed for research on automatic pain assessment (APA). The goal is the development of objective, standardized, and generalizable instruments useful for pain assessment in different clinical contexts. …”
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Treatment Algorithms for Continuous Low-Level Heat Wrap Therapy for the Management of Musculoskeletal Pain: An Italian Position Paper by Ventriglia G, Franco M, Magni A, Gervasoni F

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Exploring the Capacity of Large Language Models to Assess the Chronic Pain Experience: Algorithm Development and Validation by Jacopo Amidei, Rubén Nieto, Andreas Kaltenbrunner, Jose Gregorio Ferreira De Sá, Mayte Serrat, Klara Albajes

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Computational linguistics and sentiment analysis of misconceptions in pharmacotherapy of osteoarthritis pain by I. Yu. Torshin, A. N. Gromov, O. A. Gromova

“…Sentiment analysis was carried out using the topological theory of data analysis and algorithms, with 90% accuracy allowing to classify texts into 16 classes of sentiment (manipulative constructs, research without positive results, propaganda, data falsification, etc.). …”
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Analgesic treatment, by using a systemic algorithm by A. E. Karateev, L. I. Alekseeva

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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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TREATMENT FOR ACUTE/SUBACUTE MUSCULOSKELETAL PAIN, BY USING AN ALGORITHM FOR STEPWISE CHOICE OF ANALGESIC DRUGS AND FOR MONITORING THEIR EFFICACY: PRELIMINARY DATA OF THE ANALGESIC... by N. V. Gontarenko, A. V. Tsurgan, A. E. Karateev

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Chest pain: a review of current principles and approaches to first aid by A. A. Birkun, L. I. Dezhurny

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The benefits of differential diagnostic algorithm application to the surgical practice through the example of pseudomembranous colitis by L. A. Averyanova, A. A. Baulin, O. A. Baulina, V. A. Baulin, D. D. Lipatova

“…Timely diagnosis allowed the patient to be hospitalized in a specialized hospital and to prescribe adequate treatment according to Clinical recommendations, to exclude possible complications.Conclusions. The diagnostic algorithm presented in the work demonstrated the effectiveness of its application to practice and showed perspectiveness on this direction with further research on other nosologies manifested by abdominal pain syndrome.…”
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Heat Therapy for Musculoskeletal Pain Conditions: Actionable Suggestions for Pharmacists from a Panel of Experts by Flavia Nossa, Massimiliano Franco, Alberto Magni, Emanuela Raimondo, Giuseppe Ventriglia, Fabrizio Gervasoni

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Identification of Immune-Related Genes and Small-Molecule Drugs in Interstitial Cystitis/Bladder Pain Syndrome Based on the Integrative Machine Learning Algorithms and Molecular Do... by Yiheng Jiang, Xinqing Zhu, Abdullah Y. Al-danakh, Qiwei Chen, Deyong Yang

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Research on Unmanned Aerial Vehicle Emergency Support System and Optimization Method Based on Gaussian Global Seagull Algorithm by Songyue Han, Mingyu Wang, Junhong Duan, Jialong Zhang, Dongdong Li

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An AI recognition method for children's clinical operative pain by skin potential (SP) signal by Mingxuan Huang, Cangcang Fu, Linbo Chui, Jiadong He, Xiaozhi Wang, Jikui Luo, Bin Wu, Yonggang Chen, Shaohua Hu, Jihua Zhu, Yubo Li

“…Method and results: This research established a pain recognition model based on AI skin potential (SP) signal analysis. …”
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PSORIATIC ARTHRITIS: AN ALGORITHM FOR MAKING A DECISION ON THE CHOICE OF MANAGEMENT TACTICS by N. A. Shostak, A. A. Klimenko, D. A. Anichkov, A. A. Kondrashov

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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

“…After taking the patient to the dispensary and conducting an indepth diagnostic examination according to the algorithm developed by our group of researchers, gastroesophageal reflux disease, hernia of the esophageal orifice of the diaphragm was detected.Conclusion. …”
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