Artificial Intelligence for Automatic Pain Assessment: Research Methods and Perspectives
Pain Res Manag. 2023 Jun 28;2023:6018736. doi: 10.1155/2023/6018736. eCollection 2023.ABSTRACTAlthough proper pain evaluation is mandatory for establishing the appropriate therapy, self-reported pain level assessment has several limitations. 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. The purpose of this article is to discuss the state of the art of research and perspectives on APA applications in both research ...
Source: Pain Research and Management - July 7, 2023 Category: Anesthesiology Authors: Marco Cascella Daniela Schiavo Arturo Cuomo Alessandro Ottaiano Francesco Perri Renato Patrone Sara Migliarelli Elena Giovanna Bignami Alessandro Vittori Francesco Cutugno Source Type: research
Artificial Intelligence for Automatic Pain Assessment: Research Methods and Perspectives
Pain Res Manag. 2023 Jun 28;2023:6018736. doi: 10.1155/2023/6018736. eCollection 2023.ABSTRACTAlthough proper pain evaluation is mandatory for establishing the appropriate therapy, self-reported pain level assessment has several limitations. 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. The purpose of this article is to discuss the state of the art of research and perspectives on APA applications in both research ...
Source: Pain Research and Management - July 7, 2023 Category: Anesthesiology Authors: Marco Cascella Daniela Schiavo Arturo Cuomo Alessandro Ottaiano Francesco Perri Renato Patrone Sara Migliarelli Elena Giovanna Bignami Alessandro Vittori Francesco Cutugno Source Type: research
Artificial Intelligence for Automatic Pain Assessment: Research Methods and Perspectives
Pain Res Manag. 2023 Jun 28;2023:6018736. doi: 10.1155/2023/6018736. eCollection 2023.ABSTRACTAlthough proper pain evaluation is mandatory for establishing the appropriate therapy, self-reported pain level assessment has several limitations. 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. The purpose of this article is to discuss the state of the art of research and perspectives on APA applications in both research ...
Source: Pain Research and Management - July 7, 2023 Category: Anesthesiology Authors: Marco Cascella Daniela Schiavo Arturo Cuomo Alessandro Ottaiano Francesco Perri Renato Patrone Sara Migliarelli Elena Giovanna Bignami Alessandro Vittori Francesco Cutugno Source Type: research
Artificial Intelligence for Automatic Pain Assessment: Research Methods and Perspectives
Pain Res Manag. 2023 Jun 28;2023:6018736. doi: 10.1155/2023/6018736. eCollection 2023.ABSTRACTAlthough proper pain evaluation is mandatory for establishing the appropriate therapy, self-reported pain level assessment has several limitations. 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. The purpose of this article is to discuss the state of the art of research and perspectives on APA applications in both research ...
Source: Pain Research and Management - July 7, 2023 Category: Anesthesiology Authors: Marco Cascella Daniela Schiavo Arturo Cuomo Alessandro Ottaiano Francesco Perri Renato Patrone Sara Migliarelli Elena Giovanna Bignami Alessandro Vittori Francesco Cutugno Source Type: research
Artificial Intelligence for Automatic Pain Assessment: Research Methods and Perspectives
Pain Res Manag. 2023 Jun 28;2023:6018736. doi: 10.1155/2023/6018736. eCollection 2023.ABSTRACTAlthough proper pain evaluation is mandatory for establishing the appropriate therapy, self-reported pain level assessment has several limitations. 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. The purpose of this article is to discuss the state of the art of research and perspectives on APA applications in both research ...
Source: Pain Research and Management - July 7, 2023 Category: Anesthesiology Authors: Marco Cascella Daniela Schiavo Arturo Cuomo Alessandro Ottaiano Francesco Perri Renato Patrone Sara Migliarelli Elena Giovanna Bignami Alessandro Vittori Francesco Cutugno Source Type: research
Scraping Therapy Improved Muscle Regeneration through Regulating GLUT4/Glycolytic and AMPK/mTOR/4EBP1 Pathways in Rats with Lumbar Multifidus Injury
CONCLUSIONS: Scraping therapy has therapeutic effects on rats with multifidus injury by promoting muscle regeneration via regulating GLUT4/glycolytic and AMPK/mTOR/4EBP1 signaling pathways.PMID:37397163 | PMC:PMC10310458 | DOI:10.1155/2023/8870256 (Source: Pain Research and Management)
Source: Pain Research and Management - July 3, 2023 Category: Anesthesiology Authors: Bin Zou Juan Du Qiwen Xuan Yajing Wang Zixiao Wang Wen Zhang Lianghua Wang Wei Gu Source Type: research
Scraping Therapy Improved Muscle Regeneration through Regulating GLUT4/Glycolytic and AMPK/mTOR/4EBP1 Pathways in Rats with Lumbar Multifidus Injury
CONCLUSIONS: Scraping therapy has therapeutic effects on rats with multifidus injury by promoting muscle regeneration via regulating GLUT4/glycolytic and AMPK/mTOR/4EBP1 signaling pathways.PMID:37397163 | PMC:PMC10310458 | DOI:10.1155/2023/8870256 (Source: Pain Research and Management)
Source: Pain Research and Management - July 3, 2023 Category: Anesthesiology Authors: Bin Zou Juan Du Qiwen Xuan Yajing Wang Zixiao Wang Wen Zhang Lianghua Wang Wei Gu Source Type: research
Scraping Therapy Improved Muscle Regeneration through Regulating GLUT4/Glycolytic and AMPK/mTOR/4EBP1 Pathways in Rats with Lumbar Multifidus Injury
CONCLUSIONS: Scraping therapy has therapeutic effects on rats with multifidus injury by promoting muscle regeneration via regulating GLUT4/glycolytic and AMPK/mTOR/4EBP1 signaling pathways.PMID:37397163 | PMC:PMC10310458 | DOI:10.1155/2023/8870256 (Source: Pain Research and Management)
Source: Pain Research and Management - July 3, 2023 Category: Anesthesiology Authors: Bin Zou Juan Du Qiwen Xuan Yajing Wang Zixiao Wang Wen Zhang Lianghua Wang Wei Gu Source Type: research
Scraping Therapy Improved Muscle Regeneration through Regulating GLUT4/Glycolytic and AMPK/mTOR/4EBP1 Pathways in Rats with Lumbar Multifidus Injury
CONCLUSIONS: Scraping therapy has therapeutic effects on rats with multifidus injury by promoting muscle regeneration via regulating GLUT4/glycolytic and AMPK/mTOR/4EBP1 signaling pathways.PMID:37397163 | PMC:PMC10310458 | DOI:10.1155/2023/8870256 (Source: Pain Research and Management)
Source: Pain Research and Management - July 3, 2023 Category: Anesthesiology Authors: Bin Zou Juan Du Qiwen Xuan Yajing Wang Zixiao Wang Wen Zhang Lianghua Wang Wei Gu Source Type: research
Erector Spinae Plane (ESP) Block for Postoperative Pain Management after Open Oncologic Abdominal Surgery
In this study, we found ESP blocks to be a safe, technically simple, and effective treatment for postoperative pain management after elective oncologic abdominal procedures.PMID:37360747 | PMC:PMC10287517 | DOI:10.1155/2023/9010753 (Source: Pain Research and Management)
Source: Pain Research and Management - June 26, 2023 Category: Anesthesiology Authors: Michael Dubilet Benjamin F Gruenbaum Michael Semyonov Shlomo Yaron Ishay Anton Osyntsov Michael Friger Alexander Geftler Alexander Zlotnik Evgeni Brotfain Source Type: research
Can Baseline Characteristics Predict Successful Outcomes after Individual, Physiotherapist-Led Rehabilitation in Patients with Chronic Musculoskeletal Pain?
CONCLUSIONS: Of 17 potentially predictive baseline variables, mild pain ratings, short pain duration, and localized baseline pain were statistically significantly associated with improvements after individual, physiotherapist-led rehabilitation for patients with chronic musculoskeletal pain. This suggests that this type of rehabilitation probably should be offered early in the pain process. Reporting anxiety/depression or severe pain at the baseline did not hinder the improvements of overall health.PMID:37360748 | PMC:PMC10289872 | DOI:10.1155/2023/5182996 (Source: Pain Research and Management)
Source: Pain Research and Management - June 26, 2023 Category: Anesthesiology Authors: Elisabeth Bondesson Anna J öud Marcelo Rivano Fischer Anna Trulsson Schouenborg Source Type: research
Erector Spinae Plane (ESP) Block for Postoperative Pain Management after Open Oncologic Abdominal Surgery
In this study, we found ESP blocks to be a safe, technically simple, and effective treatment for postoperative pain management after elective oncologic abdominal procedures.PMID:37360747 | PMC:PMC10287517 | DOI:10.1155/2023/9010753 (Source: Pain Research and Management)
Source: Pain Research and Management - June 26, 2023 Category: Anesthesiology Authors: Michael Dubilet Benjamin F Gruenbaum Michael Semyonov Shlomo Yaron Ishay Anton Osyntsov Michael Friger Alexander Geftler Alexander Zlotnik Evgeni Brotfain Source Type: research
Can Baseline Characteristics Predict Successful Outcomes after Individual, Physiotherapist-Led Rehabilitation in Patients with Chronic Musculoskeletal Pain?
CONCLUSIONS: Of 17 potentially predictive baseline variables, mild pain ratings, short pain duration, and localized baseline pain were statistically significantly associated with improvements after individual, physiotherapist-led rehabilitation for patients with chronic musculoskeletal pain. This suggests that this type of rehabilitation probably should be offered early in the pain process. Reporting anxiety/depression or severe pain at the baseline did not hinder the improvements of overall health.PMID:37360748 | PMC:PMC10289872 | DOI:10.1155/2023/5182996 (Source: Pain Research and Management)
Source: Pain Research and Management - June 26, 2023 Category: Anesthesiology Authors: Elisabeth Bondesson Anna J öud Marcelo Rivano Fischer Anna Trulsson Schouenborg Source Type: research
Erector Spinae Plane (ESP) Block for Postoperative Pain Management after Open Oncologic Abdominal Surgery
In this study, we found ESP blocks to be a safe, technically simple, and effective treatment for postoperative pain management after elective oncologic abdominal procedures.PMID:37360747 | PMC:PMC10287517 | DOI:10.1155/2023/9010753 (Source: Pain Research and Management)
Source: Pain Research and Management - June 26, 2023 Category: Anesthesiology Authors: Michael Dubilet Benjamin F Gruenbaum Michael Semyonov Shlomo Yaron Ishay Anton Osyntsov Michael Friger Alexander Geftler Alexander Zlotnik Evgeni Brotfain Source Type: research
Can Baseline Characteristics Predict Successful Outcomes after Individual, Physiotherapist-Led Rehabilitation in Patients with Chronic Musculoskeletal Pain?
CONCLUSIONS: Of 17 potentially predictive baseline variables, mild pain ratings, short pain duration, and localized baseline pain were statistically significantly associated with improvements after individual, physiotherapist-led rehabilitation for patients with chronic musculoskeletal pain. This suggests that this type of rehabilitation probably should be offered early in the pain process. Reporting anxiety/depression or severe pain at the baseline did not hinder the improvements of overall health.PMID:37360748 | PMC:PMC10289872 | DOI:10.1155/2023/5182996 (Source: Pain Research and Management)
Source: Pain Research and Management - June 26, 2023 Category: Anesthesiology Authors: Elisabeth Bondesson Anna J öud Marcelo Rivano Fischer Anna Trulsson Schouenborg Source Type: research
