Machine learning in pain research

被引：117

作者：

Loetsch, Joern ^{[1
,2
]}

Ultsch, Alfred ^{[3
]}

机构：

[1] Goethe Univ, Inst Clin Pharmacol, Theodor Stern Kai 7, D-60590 Frankfurt, Germany

[2] Fraunhofer Inst Mol Biol & Appl Ecol IME, Project Grp Translat Med & Pharmacol TMP, Frankfurt, Germany

[3] Univ Marburg, DataBion Res Grp, Marburg, Germany

来源：

PAIN | 2018年 / 159卷 / 04期

关键词：

NEUROPATHIC PAIN; MOLECULAR-MECHANISMS; POSTOPERATIVE PAIN; FEATURE-SELECTION; DATA SCIENCE; CLASSIFICATION; PREDICTION; IDENTIFICATION; RECOGNITION; ALGORITHMS;

D O I：

10.1097/j.pain.0000000000001118

中图分类号：

R614 [麻醉学];

学科分类号：

100217 ;

摘要：

[No abstract available]

引用

页码：623 / 630

页数：8

共 80 条

[1]

[Anonymous], 1986, Information processing in dynamical systems: Foundations of harmony theory

[2]

[Anonymous], 2016, BIOMED RES INT, DOI DOI 10.1155/2016/3981478

[3] Effect of clinical parameters on the control of myoelectric robotic prosthetic hands [J].

Atzori M. ;

Gijsberts A. ;

Castellini C. ;

Caputo B. ;

Hager A.-G.M. ;

Elsig S. ;

Giatsidis G. ;

Bassetto F. ;

Müller H. .

Atzori, Manfredo (manfredo.atzori@hevs.ch), 2016, Rehabilitation Research and Development Service (53) :345-358

[4] Cellular and Molecular Mechanisms of Pain [J].

Basbaum, Allan I. ;

Bautista, Diana M. ;

Scherrer, Gregory ;

Julius, David .

CELL, 2009, 139 (02) :267-284

[5] Preoperative Opioid Use Is Associated with Early Revision After Total Knee Arthroplasty A Study of Male Patients Treated in the Veterans Affairs System [J].

Ben-Ari, Alon ;

Chansky, Howard ;

Rozet, Irene .

JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME, 2017, 99 (01) :1-9

[6]

Benioff M. R., 2005, Report to the president. Computational science: Ensuring America's competitiveness

[7] Diagnosis of Acute Coronary Syndrome with a Support Vector Machine [J].

Berikol, Goksu Bozdereli ;

Yildiz, Oktay ;

Ozcan, I. Turkay .

JOURNAL OF MEDICAL SYSTEMS, 2016, 40 (04) :1-8

[8] Stool-based biomarkers of interstitial cystitis/bladder pain syndrome [J].

Braundmeier-Fleming, A. ;

Russell, Nathan T. ;

Yang, Wenbin ;

Nas, Megan Y. ;

Yaggie, Ryan E. ;

Berry, Matthew ;

Bachrach, Laurie ;

Flury, Sarah C. ;

Marko, Darlene S. ;

Bushell, Colleen B. ;

Welge, Michael E. ;

White, Bryan A. ;

Schaeffer, Anthony J. ;

Klumpp, David J. .

SCIENTIFIC REPORTS, 2016, 6

[9] Random forests [J].

Breiman, L .

MACHINE LEARNING, 2001, 45 (01) :5-32

[10] Nonlinear dimension reduction and clustering by Minimum Curvilinearity unfold neuropathic pain and tissue embryological classes [J].

Cannistraci, Carlo Vittorio ;

Ravasi, Timothy ;

Montevecchi, Franco Maria ;

Ideker, Trey ;

Alessio, Massimo .

BIOINFORMATICS, 2010, 26 (18) :i531-i539

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