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Volumn 21, Issue 1, 2017, Pages

SCAMPs for Multimodal Post-Operative Analgesia: A Concept to Standardize and Individualize Care

Author keywords

Bundled care; Electronic medical records; Enhanced Recovery After Surgery Society; Individualized; Multimodal; Post operative analgesia; SCAMPs; Standardized; Standardized Clinical Assessment and Management Plans

Indexed keywords

ARTIFICIAL NEURAL NETWORK; CARE BUNDLE; CLINICAL DECISION MAKING; CONVALESCENCE; DISEASE SEVERITY; ELECTRONIC MEDICAL RECORD; ELECTRONIC PRESCRIBING; EVIDENCE BASED PRACTICE; HEALTH CARE DELIVERY; HEALTH CARE PLANNING; HEALTH CARE QUALITY; HUMAN; LEARNING ALGORITHM; LENGTH OF STAY; PAIN ASSESSMENT; PATIENT CARE; PERSONALIZED MEDICINE; PHARMACOGENOMICS; PHYSICIAN ATTITUDE; POSTOPERATIVE ANALGESIA; POSTOPERATIVE PAIN; PRACTICE GUIDELINE; REVIEW; RISK FACTOR; SOCIAL PSYCHOLOGY; STANDARDIZATION; VISUAL ANALOG SCALE; ALGORITHM; ANALGESIA; DECISION SUPPORT SYSTEM; EVIDENCE BASED MEDICINE; PAIN MEASUREMENT; PAIN, POSTOPERATIVE; PROCEDURES; STANDARDS;

EID: 85011343874     PISSN: 15313433     EISSN: 15343081     Source Type: Journal    
DOI: 10.1007/s11916-017-0603-2     Document Type: Review
Times cited : (5)

References (44)
  • 1
    • 0041846747 scopus 로고    scopus 로고
    • Postoperative pain experience: results from a national survey suggest postoperative pain continues to be undermanaged
    • PID: 12873949, Table of contents
    • Apfelbaum JL, Chen C, Mehta SS, Gan TJ. Postoperative pain experience: results from a national survey suggest postoperative pain continues to be undermanaged. Anesth Analg. 2003;97(2):534–40. Table of contents.
    • (2003) Anesth Analg , vol.97 , Issue.2 , pp. 534-540
    • Apfelbaum, J.L.1    Chen, C.2    Mehta, S.S.3    Gan, T.J.4
  • 2
    • 84878012526 scopus 로고    scopus 로고
    • Intravenous acetaminophen reduces postoperative nausea and vomiting: a systematic review and meta-analysis
    • COI: 1:CAS:528:DC%2BC3sXivVGqsLY%3D, PID: 23433945
    • Apfel CC, Turan A, Souza K, Pergolizzi J, Hornuss C. Intravenous acetaminophen reduces postoperative nausea and vomiting: a systematic review and meta-analysis. Pain. 2013;154(5):677–89.
    • (2013) Pain , vol.154 , Issue.5 , pp. 677-689
    • Apfel, C.C.1    Turan, A.2    Souza, K.3    Pergolizzi, J.4    Hornuss, C.5
  • 3
    • 85011342089 scopus 로고    scopus 로고
    • Post-operative analgesia in opioid dependent patients: comparison of intravenous morphine and sublingual buprenorphine
    • PID: 26322212
    • Alizadeh S, Mahmoudi GA, Solhi H, Sadeghi-Sedeh B, Behzadi R, Kazemifar AM. Post-operative analgesia in opioid dependent patients: comparison of intravenous morphine and sublingual buprenorphine. Addict Health. 2015;7(1-2):60–5.
    • (2015) Addict Health , vol.7 , Issue.1-2 , pp. 60-65
    • Alizadeh, S.1    Mahmoudi, G.A.2    Solhi, H.3    Sadeghi-Sedeh, B.4    Behzadi, R.5    Kazemifar, A.M.6
  • 4
    • 84959275025 scopus 로고    scopus 로고
    • • Chou R, Gordon DB, de Leon-Casasola OA, Rosenberg JM, Bickler S, Brennan T, et al. Management of postoperative pain: a clinical practice guideline from the American Pain Society, the American Society of Regional Anesthesia and Pain Medicine, and the American Society of Anesthesiologists’ Committee on Regional Anesthesia, Executive Committee, and Administrative Council. J Pain. 2016;17(2):131–57. The panel identified a number of key research gaps, including the optimal methods for managing patients receiving opioids before surgery, the effectiveness of opioid-sparing multimodal regimens, and in a number of areas related to management of perioperative pain in infants and children
    • • Chou R, Gordon DB, de Leon-Casasola OA, Rosenberg JM, Bickler S, Brennan T, et al. Management of postoperative pain: a clinical practice guideline from the American Pain Society, the American Society of Regional Anesthesia and Pain Medicine, and the American Society of Anesthesiologists’ Committee on Regional Anesthesia, Executive Committee, and Administrative Council. J Pain. 2016;17(2):131–57. The panel identified a number of key research gaps, including the optimal methods for managing patients receiving opioids before surgery, the effectiveness of opioid-sparing multimodal regimens, and in a number of areas related to management of perioperative pain in infants and children.
  • 6
    • 84959257523 scopus 로고    scopus 로고
    • Research gaps in practice guidelines for acute postoperative pain management in adults: findings from a review of the evidence for an American Pain Society clinical practice guideline
    • PID: 26719073
    • Gordon DB, de Leon-Casasola OA, Wu CL, Sluka KA, Brennan TJ, Chou R. Research gaps in practice guidelines for acute postoperative pain management in adults: findings from a review of the evidence for an American Pain Society clinical practice guideline. J Pain. 2016;17(2):158–66.
    • (2016) J Pain , vol.17 , Issue.2 , pp. 158-166
    • Gordon, D.B.1    de Leon-Casasola, O.A.2    Wu, C.L.3    Sluka, K.A.4    Brennan, T.J.5    Chou, R.6
  • 7
    • 85015135119 scopus 로고    scopus 로고
    • Development of Standardized Clinical Assessment and Management Plans (SCAMPs) in plastic and reconstructive surgery
    • PID: 26495223
    • Caterson SA, Singh M, Orgill D, Ghazinouri R, Ciociolo G, Laskowski K, et al. Development of Standardized Clinical Assessment and Management Plans (SCAMPs) in plastic and reconstructive surgery. Plast Reconstr Surg Glob Open. 2015;3(9):e510.
    • (2015) Plast Reconstr Surg Glob Open , vol.3 , Issue.9
    • Caterson, S.A.1    Singh, M.2    Orgill, D.3    Ghazinouri, R.4    Ciociolo, G.5    Laskowski, K.6
  • 8
    • 84877665395 scopus 로고    scopus 로고
    • Standardized clinical assessment and management plans (SCAMPs): perspectives on a new method to understand treatment decisions and outcomes in immune thrombocytopenia
    • PID: 23664514
    • Grace RF. Standardized clinical assessment and management plans (SCAMPs): perspectives on a new method to understand treatment decisions and outcomes in immune thrombocytopenia. Semin Hematol. 2013;50 Suppl 1:S31–8.
    • (2013) Semin Hematol , vol.50 , pp. S31-S38
    • Grace, R.F.1
  • 9
    • 84884684767 scopus 로고    scopus 로고
    • Why don’t physicians (and patients) consistently follow clinical practice guidelines?
    • PID: 23897435
    • Casey Jr DE. Why don’t physicians (and patients) consistently follow clinical practice guidelines? JAMA Intern Med. 2013;173(17):1581–3.
    • (2013) JAMA Intern Med , vol.173 , Issue.17 , pp. 1581-1583
    • Casey, D.E.1
  • 10
    • 82355161467 scopus 로고    scopus 로고
    • Provider attitudes toward Standardized Clinical Assessment and Management Plans (SCAMPs)
    • PID: 21999749
    • Farias M, Ziniel S, Rathod RH, Friedman KG, Colan S, Newburger JW, et al. Provider attitudes toward Standardized Clinical Assessment and Management Plans (SCAMPs). Congenit Heart Dis. 2011;6(6):558–65.
    • (2011) Congenit Heart Dis , vol.6 , Issue.6 , pp. 558-565
    • Farias, M.1    Ziniel, S.2    Rathod, R.H.3    Friedman, K.G.4    Colan, S.5    Newburger, J.W.6
  • 11
    • 84877982964 scopus 로고    scopus 로고
    • •• Farias M, Jenkins K, Lock J, Rathod R, Newburger J, Bates DW, et al. Standardized Clinical Assessment And Management Plans (SCAMPs) provide a better alternative to clinical practice guidelines. Health Aff (Millwood). 2013;32(5):911–20. Variability in medical practice in the USA leads to higher costs without achieving better patient outcomes. Clinical practice guidelines, which are intended to reduce variation and improve care, have several drawbacks that limit the extent of buy-in by clinicians. In contrast, Standardized Clinical Assessment and Management Plans (SCAMPs) offer a clinician-designed approach to promoting care standardization that accommodates patients’ individual differences, respects providers’ clinical acumen, and keeps pace with the rapid growth of medical knowledge
    • •• Farias M, Jenkins K, Lock J, Rathod R, Newburger J, Bates DW, et al. Standardized Clinical Assessment And Management Plans (SCAMPs) provide a better alternative to clinical practice guidelines. Health Aff (Millwood). 2013;32(5):911–20. Variability in medical practice in the USA leads to higher costs without achieving better patient outcomes. Clinical practice guidelines, which are intended to reduce variation and improve care, have several drawbacks that limit the extent of buy-in by clinicians. In contrast, Standardized Clinical Assessment and Management Plans (SCAMPs) offer a clinician-designed approach to promoting care standardization that accommodates patients’ individual differences, respects providers’ clinical acumen, and keeps pace with the rapid growth of medical knowledge.
  • 12
    • 84940899030 scopus 로고    scopus 로고
    • SCAMPs: a new tool for an old problem
    • PID: 26126954
    • Rathod RH. SCAMPs: a new tool for an old problem. J Hosp Med. 2015;10(9):633–6.
    • (2015) J Hosp Med , vol.10 , Issue.9 , pp. 633-636
    • Rathod, R.H.1
  • 13
    • 84960114296 scopus 로고    scopus 로고
    • The safe motherhood initiative: the development and implementation of standardized obstetric care bundles in New York
    • PID: 26804380
    • Burgansky A, Montalto D, Siddiqui NA. The safe motherhood initiative: the development and implementation of standardized obstetric care bundles in New York. Semin Perinatol. 2016;40(2):124–31.
    • (2016) Semin Perinatol , vol.40 , Issue.2 , pp. 124-131
    • Burgansky, A.1    Montalto, D.2    Siddiqui, N.A.3
  • 14
    • 84958180032 scopus 로고    scopus 로고
    • Standardized handoff report form in clinical nursing education: an educational tool for patient safety and quality of care
    • PID: 26573150
    • Lim F, Pajarillo EJ. Standardized handoff report form in clinical nursing education: an educational tool for patient safety and quality of care. Nurse Educ Today. 2016;37:3–7.
    • (2016) Nurse Educ Today , vol.37 , pp. 3-7
    • Lim, F.1    Pajarillo, E.J.2
  • 15
    • 84923238779 scopus 로고    scopus 로고
    • Using standardized care bundles in the emergency department to decrease mortality in patients presenting with community-acquired pneumonia (CAP) and acute exacerbation of chronic obstructive pulmonary disease (AECOPD)
    • PID: 25698136
    • Marcos PJ, Huerta A, Enzler MJ. Using standardized care bundles in the emergency department to decrease mortality in patients presenting with community-acquired pneumonia (CAP) and acute exacerbation of chronic obstructive pulmonary disease (AECOPD). Curr Infect Dis Rep. 2015;17(2):458.
    • (2015) Curr Infect Dis Rep , vol.17 , Issue.2 , pp. 458
    • Marcos, P.J.1    Huerta, A.2    Enzler, M.J.3
  • 16
    • 84921415661 scopus 로고    scopus 로고
    • Implementation of a standardized sign-out in the post-anesthesia care unit
    • PID: 25404708
    • Bettner W, Dorbad M, Gentle J, Hart B. Implementation of a standardized sign-out in the post-anesthesia care unit. Am J Med Qual. 2015;30(1):93.
    • (2015) Am J Med Qual , vol.30 , Issue.1 , pp. 93
    • Bettner, W.1    Dorbad, M.2    Gentle, J.3    Hart, B.4
  • 17
    • 84900828182 scopus 로고    scopus 로고
    • A standardized, bundled approach to providing geriatric-focused acute care
    • PID: 24749723
    • Mattison ML, Catic A, Davis RB, Olveczky D, Moran J, Yang J, et al. A standardized, bundled approach to providing geriatric-focused acute care. J Am Geriatr Soc. 2014;62(5):936–42.
    • (2014) J Am Geriatr Soc , vol.62 , Issue.5 , pp. 936-942
    • Mattison, M.L.1    Catic, A.2    Davis, R.B.3    Olveczky, D.4    Moran, J.5    Yang, J.6
  • 18
    • 84863780112 scopus 로고    scopus 로고
    • Developing the standardized wound care documentation model: a Delphi study to improve the quality of patient care documentation
    • PID: 22652938, Discussion 8
    • Kinnunen UM, Saranto K, Ensio A, Iivanainen A, Dykes P. Developing the standardized wound care documentation model: a Delphi study to improve the quality of patient care documentation. J Wound Ostomy Continence Nurs. 2012;39(4):397–407. Discussion 8.
    • (2012) J Wound Ostomy Continence Nurs , vol.39 , Issue.4 , pp. 397-407
    • Kinnunen, U.M.1    Saranto, K.2    Ensio, A.3    Iivanainen, A.4    Dykes, P.5
  • 19
    • 58849113191 scopus 로고    scopus 로고
    • Standardized care processes to improve quality and safety of patient care in a large academic practice: the Plummer Project of the Department of Medicine, Mayo Clinic
    • PID: 18957404
    • Wood DL, Brennan MD, Chaudhry R, Chihak AA, Feyereisn WL, Woychick NL, et al. Standardized care processes to improve quality and safety of patient care in a large academic practice: the Plummer Project of the Department of Medicine, Mayo Clinic. Health Serv Manage Res. 2008;21(4):276–80.
    • (2008) Health Serv Manage Res , vol.21 , Issue.4 , pp. 276-280
    • Wood, D.L.1    Brennan, M.D.2    Chaudhry, R.3    Chihak, A.A.4    Feyereisn, W.L.5    Woychick, N.L.6
  • 20
    • 84898663949 scopus 로고    scopus 로고
    • • Leotsakos A, Zheng H, Croteau R, Loeb JM, Sherman H, Hoffman C, et al. Standardization in patient safety: the WHO High 5s project. Int J Qual Health Care. 2014;26(2):109–16. Despite its success in other industries, process standardization in healthcare has been slow to gain traction or to demonstrate a positive impact on the safety of care. The High 5s Project is a global patient safety initiative of the World Health Organization (WHO) to facilitate the development, implementation, and evaluation of standard operating protocols (SOPs) within a global learning community to achieve measurable, significant, and sustainable reductions in challenging patient safety problem
    • • Leotsakos A, Zheng H, Croteau R, Loeb JM, Sherman H, Hoffman C, et al. Standardization in patient safety: the WHO High 5s project. Int J Qual Health Care. 2014;26(2):109–16. Despite its success in other industries, process standardization in healthcare has been slow to gain traction or to demonstrate a positive impact on the safety of care. The High 5s Project is a global patient safety initiative of the World Health Organization (WHO) to facilitate the development, implementation, and evaluation of standard operating protocols (SOPs) within a global learning community to achieve measurable, significant, and sustainable reductions in challenging patient safety problem.
  • 21
    • 85011366603 scopus 로고    scopus 로고
    • Journal of Healthcare Contracting
    • Physician-Engaged Sourcing. Journal of Healthcare Contracting. February 2016.
    • (2016) February
  • 22
    • 84962272227 scopus 로고    scopus 로고
    • Enhanced recovery after surgery in elective hip and knee arthroplasty reduces length of hospital stay
    • PID: 27018137
    • Stowers MD, Manuopangai L, Hill AG, Gray JR, Coleman B, Munro JT. Enhanced recovery after surgery in elective hip and knee arthroplasty reduces length of hospital stay. ANZ J Surg. 2016;86(6):475–9.
    • (2016) ANZ J Surg , vol.86 , Issue.6 , pp. 475-479
    • Stowers, M.D.1    Manuopangai, L.2    Hill, A.G.3    Gray, J.R.4    Coleman, B.5    Munro, J.T.6
  • 23
    • 84969834514 scopus 로고    scopus 로고
    • Enhanced recovery after surgery program in patients undergoing pancreaticoduodenectomy: a PRISMA-compliant systematic review and meta-analysis
    • COI: 1:CAS:528:DC%2BC28Xns1aluro%3D
    • Xiong J, Szatmary P, Huang W, de la Iglesia-Garcia D, Nunes QM, Xia Q, et al. Enhanced recovery after surgery program in patients undergoing pancreaticoduodenectomy: a PRISMA-compliant systematic review and meta-analysis. Medicine (Baltimore). 2016;95(18):e3497.
    • (2016) Medicine (Baltimore) , vol.95 , Issue.18
    • Xiong, J.1    Szatmary, P.2    Huang, W.3    de la Iglesia-Garcia, D.4    Nunes, Q.M.5    Xia, Q.6
  • 24
    • 84947487138 scopus 로고    scopus 로고
    • Systematic review and meta-analysis for laparoscopic versus open colon surgery with or without an ERAS programme
    • COI: 1:STN:280:DC%2BC2MnntVCntg%3D%3D, PID: 25801106
    • Spanjersberg WR, van Sambeeck JD, Bremers A, Rosman C, van Laarhoven CJ. Systematic review and meta-analysis for laparoscopic versus open colon surgery with or without an ERAS programme. Surg Endosc. 2015;29(12):3443–53.
    • (2015) Surg Endosc , vol.29 , Issue.12 , pp. 3443-3453
    • Spanjersberg, W.R.1    van Sambeeck, J.D.2    Bremers, A.3    Rosman, C.4    van Laarhoven, C.J.5
  • 25
    • 85011355854 scopus 로고    scopus 로고
    • Meta-analysis: postoperative pain management in colorectal surgical patients and the effects on length of stay in an ERAS setting
    • Chemali ME, Eslick GD. Meta-analysis: postoperative pain management in colorectal surgical patients and the effects on length of stay in an ERAS setting. Clin J Pain. 2016.
    • (2016) Clin J Pain
    • Chemali, M.E.1    Eslick, G.D.2
  • 26
    • 85011356885 scopus 로고    scopus 로고
    • Compliance with enhanced recovery after surgery criteria and preoperative and postoperative counselling reduces length of hospital stay in colorectal surgery: results of a randomized controlled trial
    • COI: 1:STN:280:DC%2BC2s%2FotVCjsw%3D%3D, PID: 27273854
    • Forsmo HM, Pfeffer F, Rasdal A, Ostgaard G, Mohn AC, Korner H, et al. Compliance with enhanced recovery after surgery criteria and preoperative and postoperative counselling reduces length of hospital stay in colorectal surgery: results of a randomized controlled trial. Colorectal Dis. 2016;18(6):603–11.
    • (2016) Colorectal Dis , vol.18 , Issue.6 , pp. 603-611
    • Forsmo, H.M.1    Pfeffer, F.2    Rasdal, A.3    Ostgaard, G.4    Mohn, A.C.5    Korner, H.6
  • 27
    • 84941645215 scopus 로고    scopus 로고
    • Enhanced recovery after surgery: which components, if any, impact on the systemic inflammatory response following colorectal surgery?: a systematic review
    • COI: 1:CAS:528:DC%2BC2MXhsFWqtbnE
    • Watt DG, McSorley ST, Horgan PG, McMillan DC. Enhanced recovery after surgery: which components, if any, impact on the systemic inflammatory response following colorectal surgery?: a systematic review. Medicine (Baltimore). 2015;94(36):e1286.
    • (2015) Medicine (Baltimore) , vol.94 , Issue.36
    • Watt, D.G.1    McSorley, S.T.2    Horgan, P.G.3    McMillan, D.C.4
  • 28
    • 84961659552 scopus 로고    scopus 로고
    • Adherence to ERAS elements in major visceral surgery-an observational pilot study
    • Wolk S, Distler M, Mussle B, Sothje S, Weitz J, Welsch T. Adherence to ERAS elements in major visceral surgery-an observational pilot study. Langenbeck’s Arch Surg. 2016;401(3):349–56.
    • (2016) Langenbeck’s Arch Surg , vol.401 , Issue.3 , pp. 349-356
    • Wolk, S.1    Distler, M.2    Mussle, B.3    Sothje, S.4    Weitz, J.5    Welsch, T.6
  • 29
    • 85011361388 scopus 로고    scopus 로고
    • Wright J, Cullinger B, Bacarese-Hamilton I. Postoperative analgesia for enhanced recovery in joint replacement: audit of a new electronic prescribing order set. BMJ Qual Improv Rep. 2015;4(1)
    • Wright J, Cullinger B, Bacarese-Hamilton I. Postoperative analgesia for enhanced recovery in joint replacement: audit of a new electronic prescribing order set. BMJ Qual Improv Rep. 2015;4(1).
  • 30
    • 85014519243 scopus 로고    scopus 로고
    • • Tracy TS, Chaudhry AS, Prasad B, Thummel KE, Schuetz EG, Zhong XB, et al. Interindividual variability in cytochrome P450-mediated drug metabolism. Drug Metab Dispos. 2016;44(3):343–51. Apart from changes in activity as a result of drug-drug interactions (by P450 induction or inhibition), the P450 enzymes can exhibit substantial interindividual variation in basal expression and/or activity, leading to differences in the rates of drug elimination and response. This interindividual variation can result from a myriad of factors, including genetic variation in the promoter or coding regions, variation in transcriptional regulators, alterations in microRNA that affect P450 expression, and ontogenic changes due to exposure to xenobiotics during the developmental and early post-natal periods. This article describes recent work evaluating the effect of some of these factors on interindividual variation in human P450-mediated metabolism and the potential utility of endogenous probe compounds to assess rates of drug metabolism among individuals
    • • Tracy TS, Chaudhry AS, Prasad B, Thummel KE, Schuetz EG, Zhong XB, et al. Interindividual variability in cytochrome P450-mediated drug metabolism. Drug Metab Dispos. 2016;44(3):343–51. Apart from changes in activity as a result of drug-drug interactions (by P450 induction or inhibition), the P450 enzymes can exhibit substantial interindividual variation in basal expression and/or activity, leading to differences in the rates of drug elimination and response. This interindividual variation can result from a myriad of factors, including genetic variation in the promoter or coding regions, variation in transcriptional regulators, alterations in microRNA that affect P450 expression, and ontogenic changes due to exposure to xenobiotics during the developmental and early post-natal periods. This article describes recent work evaluating the effect of some of these factors on interindividual variation in human P450-mediated metabolism and the potential utility of endogenous probe compounds to assess rates of drug metabolism among individuals.
  • 31
    • 84875532794 scopus 로고    scopus 로고
    • CYP2D6 genotype dependent oxycodone metabolism in postoperative patients
    • COI: 1:CAS:528:DC%2BC3sXmtVenurs%3D, PID: 23555934
    • Stamer UM, Zhang L, Book M, Lehmann LE, Stuber F, Musshoff F. CYP2D6 genotype dependent oxycodone metabolism in postoperative patients. PLoS One. 2013;8(3):e60239.
    • (2013) PLoS One , vol.8 , Issue.3
    • Stamer, U.M.1    Zhang, L.2    Book, M.3    Lehmann, L.E.4    Stuber, F.5    Musshoff, F.6
  • 32
    • 0345672727 scopus 로고    scopus 로고
    • A simplified risk score for predicting postoperative nausea and vomiting: conclusions from cross-validations between two centers
    • COI: 1:STN:280:DyaK1MvhtlOqsw%3D%3D, PID: 10485781
    • Apfel CC, Laara E, Koivuranta M, Greim CA, Roewer N. A simplified risk score for predicting postoperative nausea and vomiting: conclusions from cross-validations between two centers. Anesthesiology. 1999;91(3):693–700.
    • (1999) Anesthesiology , vol.91 , Issue.3 , pp. 693-700
    • Apfel, C.C.1    Laara, E.2    Koivuranta, M.3    Greim, C.A.4    Roewer, N.5
  • 33
    • 84862734100 scopus 로고    scopus 로고
    • Aversive and reinforcing opioid effects: a pharmacogenomic twin study
    • COI: 1:CAS:528:DC%2BC38XovFartro%3D, PID: 22713632
    • Angst MS, Lazzeroni LC, Phillips NG, Drover DR, Tingle M, Ray A, et al. Aversive and reinforcing opioid effects: a pharmacogenomic twin study. Anesthesiology. 2012;117(1):22–37.
    • (2012) Anesthesiology , vol.117 , Issue.1 , pp. 22-37
    • Angst, M.S.1    Lazzeroni, L.C.2    Phillips, N.G.3    Drover, D.R.4    Tingle, M.5    Ray, A.6
  • 34
    • 80053017305 scopus 로고    scopus 로고
    • The transition from acute to chronic post surgical pain
    • COI: 1:STN:280:DC%2BC3MfosF2ksw%3D%3D, PID: 21970126
    • Shipton EA. The transition from acute to chronic post surgical pain. Anaesth Intensive Care. 2011;39(5):824–36.
    • (2011) Anaesth Intensive Care , vol.39 , Issue.5 , pp. 824-836
    • Shipton, E.A.1
  • 35
    • 0034766405 scopus 로고    scopus 로고
    • Anxiety and surgical recovery. Reinterpreting the literature
    • COI: 1:STN:280:DC%2BD3MrkvFajtg%3D%3D, PID: 11595247
    • Munafo MR, Stevenson J. Anxiety and surgical recovery. Reinterpreting the literature. J Psychosom Res. 2001;51(4):589–96.
    • (2001) J Psychosom Res , vol.51 , Issue.4 , pp. 589-596
    • Munafo, M.R.1    Stevenson, J.2
  • 36
    • 33748372942 scopus 로고    scopus 로고
    • Detection of Escherichia coli in packaged alfalfa sprouts with an electronic nose and an artificial neural network
    • COI: 1:CAS:528:DC%2BD28XovFyku7w%3D, PID: 16924908
    • Siripatrawan U, Linz JE, Harte BR. Detection of Escherichia coli in packaged alfalfa sprouts with an electronic nose and an artificial neural network. J Food Prot. 2006;69(8):1844–50.
    • (2006) J Food Prot , vol.69 , Issue.8 , pp. 1844-1850
    • Siripatrawan, U.1    Linz, J.E.2    Harte, B.R.3
  • 39
    • 84979019529 scopus 로고    scopus 로고
    • Deep learning applications for predicting pharmacological properties of drugs and drug repurposing using transcriptomic data
    • COI: 1:CAS:528:DC%2BC28Xot1ers7w%3D, PID: 27200455
    • Aliper A, Plis S, Artemov A, Ulloa A, Mamoshina P, Zhavoronkov A. Deep learning applications for predicting pharmacological properties of drugs and drug repurposing using transcriptomic data. Mol Pharm. 2016;13(7):2524–30.
    • (2016) Mol Pharm , vol.13 , Issue.7 , pp. 2524-2530
    • Aliper, A.1    Plis, S.2    Artemov, A.3    Ulloa, A.4    Mamoshina, P.5    Zhavoronkov, A.6
  • 40
    • 84976520648 scopus 로고    scopus 로고
    • Convolutional neural network architectures for predicting DNA-protein binding
    • COI: 1:CAS:528:DC%2BC28XhsF2lsLjM, PID: 27307608
    • Zeng H, Edwards MD, Liu G, Gifford DK. Convolutional neural network architectures for predicting DNA-protein binding. Bioinformatics. 2016;32(12):i121–7.
    • (2016) Bioinformatics , vol.32 , Issue.12 , pp. i121-i127
    • Zeng, H.1    Edwards, M.D.2    Liu, G.3    Gifford, D.K.4
  • 41
    • 84947133089 scopus 로고    scopus 로고
    • •• Tighe PJ, Harle CA, Hurley RW, Aytug H, Boezaart AP, Fillingim RB. Teaching a machine to feel postoperative pain: combining high-dimensional clinical data with machine learning algorithms to forecast acute postoperative pain. Pain Med. 2015;16(7):1386–401. Machine learning algorithms, when combined with complex and heterogeneous data from electronic medical record systems, can forecast acute post-operative pain outcomes with accuracies similar to methods that rely only on variables specifically collected for pain outcome prediction
    • •• Tighe PJ, Harle CA, Hurley RW, Aytug H, Boezaart AP, Fillingim RB. Teaching a machine to feel postoperative pain: combining high-dimensional clinical data with machine learning algorithms to forecast acute postoperative pain. Pain Med. 2015;16(7):1386–401. Machine learning algorithms, when combined with complex and heterogeneous data from electronic medical record systems, can forecast acute post-operative pain outcomes with accuracies similar to methods that rely only on variables specifically collected for pain outcome prediction.
  • 43
    • 84925431288 scopus 로고    scopus 로고
    • Internet and computer-based cognitive behavioral therapy for anxiety and depression in youth: a meta-analysis of randomized controlled outcome trials
    • PID: 25786025
    • Ebert DD, Zarski AC, Christensen H, Stikkelbroek Y, Cuijpers P, Berking M, et al. Internet and computer-based cognitive behavioral therapy for anxiety and depression in youth: a meta-analysis of randomized controlled outcome trials. PLoS One. 2015;10(3):e0119895.
    • (2015) PLoS One , vol.10 , Issue.3
    • Ebert, D.D.1    Zarski, A.C.2    Christensen, H.3    Stikkelbroek, Y.4    Cuijpers, P.5    Berking, M.6
  • 44
    • 19544369657 scopus 로고    scopus 로고
    • Patient experiences of anxiety, depression and acute pain after surgery: a longitudinal perspective
    • PID: 15921983
    • Carr EC, Nicky Thomas V, Wilson-Barnet J. Patient experiences of anxiety, depression and acute pain after surgery: a longitudinal perspective. Int J Nurs Stud. 2005;42(5):521–30.
    • (2005) Int J Nurs Stud , vol.42 , Issue.5 , pp. 521-530
    • Carr, E.C.1    Nicky Thomas, V.2    Wilson-Barnet, J.3


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