共 11 条
Artificial Intelligence and Applications in PM&R
被引:21
作者:

Anderson, Dustin
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Colorado, Sch Med, Aurora, CO USA Univ Colorado, Sch Med, Aurora, CO USA
机构:
[1] Univ Colorado, Sch Med, Aurora, CO USA
关键词:
Artificial Intelligence;
Machine Learning;
Big Data;
Rehabilitation;
Physiatry;
PM&R;
Data Science;
D O I:
10.1097/PHM.0000000000001171
中图分类号:
R49 [康复医学];
学科分类号:
100215 ;
摘要:
Artificial intelligence methods are being applied broadly in society and increasingly in health care and research. Machine learning, a subset of artificial intelligence, represents the study of algorithms that improve automatically with experience. This article provides a basic overview of artificial intelligence, machine learning categories, common applications in the business sphere, advantages and disadvantages of using this technology, and example applications in rehabilitation and other fields for contextual purposes. The study and implementation of machine learning and artificial intelligence can function to improve patient care and represents a burgeoning area of research.
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收藏
页码:E128 / E129
页数:2
相关论文
共 11 条
[1]
Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks
[J].
Burlina, Philippe M.
;
Joshi, Neil
;
Pekala, Michael
;
Pacheco, Katia D.
;
Freund, David E.
;
Bressler, Neil M.
.
JAMA OPHTHALMOLOGY,
2017, 135 (11)
:1170-1176

Burlina, Philippe M.
论文数: 0 引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Appl Phys Lab, Laurel, MD USA Johns Hopkins Univ, Appl Phys Lab, Laurel, MD USA

Joshi, Neil
论文数: 0 引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Appl Phys Lab, Laurel, MD USA Johns Hopkins Univ, Appl Phys Lab, Laurel, MD USA

Pekala, Michael
论文数: 0 引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Appl Phys Lab, Laurel, MD USA Johns Hopkins Univ, Appl Phys Lab, Laurel, MD USA

Pacheco, Katia D.
论文数: 0 引用数: 0
h-index: 0
机构:
Vis Eye Hosp, Brazilian Ctr, Retina Div, Basilia, DF, Brazil Johns Hopkins Univ, Appl Phys Lab, Laurel, MD USA

Freund, David E.
论文数: 0 引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Appl Phys Lab, Laurel, MD USA Johns Hopkins Univ, Appl Phys Lab, Laurel, MD USA

Bressler, Neil M.
论文数: 0 引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Wilmer Eye Inst, Retina Div, Baltimore, MD 21287 USA Johns Hopkins Univ, Appl Phys Lab, Laurel, MD USA
[2]
Dermatologist-level classification of skin cancer with deep neural networks
[J].
Esteva, Andre
;
Kuprel, Brett
;
Novoa, Roberto A.
;
Ko, Justin
;
Swetter, Susan M.
;
Blau, Helen M.
;
Thrun, Sebastian
.
NATURE,
2017, 542 (7639)
:115-+

Esteva, Andre
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA

Kuprel, Brett
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA

Novoa, Roberto A.
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Dermatol, Stanford, CA 94305 USA
Stanford Univ, Dept Pathol, Stanford, CA 94305 USA Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA

论文数: 引用数:
h-index:
机构:

Swetter, Susan M.
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Dermatol, Stanford, CA 94305 USA
Vet Affairs Palo Alto Hlth Care Syst, Dept Serv, Palo Alto, CA USA Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA

Blau, Helen M.
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Inst Stem Cell Biol & Regenerat Med, Dept Microbiol & Immunol, Baxter Lab Stem Cell Biol, Stanford, CA 94305 USA Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA

Thrun, Sebastian
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USA Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
[3]
Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists
[J].
Haenssle, H. A.
;
Fink, C.
;
Schneiderbauer, R.
;
Toberer, F.
;
Buhl, T.
;
Blum, A.
;
Kalloo, A.
;
Hassens, A. Ben Hadj
;
Thomas, L.
;
Enk, A.
;
Uhlmann, L.
.
ANNALS OF ONCOLOGY,
2018, 29 (08)
:1836-1842

Haenssle, H. A.
论文数: 0 引用数: 0
h-index: 0
机构:
Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany

Fink, C.
论文数: 0 引用数: 0
h-index: 0
机构:
Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany

Schneiderbauer, R.
论文数: 0 引用数: 0
h-index: 0
机构:
Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany

Toberer, F.
论文数: 0 引用数: 0
h-index: 0
机构:
Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany

Buhl, T.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Gottingen, Dept Dermatol, Gottingen, Germany Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany

Blum, A.
论文数: 0 引用数: 0
h-index: 0
机构:
Off Based Clin Dermatol, Constance, Germany Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany

Kalloo, A.
论文数: 0 引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Med, Dermatol Serv, New York, NY 10021 USA Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany

Hassens, A. Ben Hadj
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Passau, Fac Comp Sci & Math, Passau, Germany Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany

Thomas, L.
论文数: 0 引用数: 0
h-index: 0
机构:
Lyon 1 Univ, Dept Dermatol, Lyons Canc Res Ctr, Lyon, France Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany

Enk, A.
论文数: 0 引用数: 0
h-index: 0
机构:
Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany

Uhlmann, L.
论文数: 0 引用数: 0
h-index: 0
机构:
Heidelberg Univ, Inst Med Biometry & Informat, Heidelberg, Germany Heidelberg Univ, Dept Dermatol, Neuenheimer Feld 440, D-69120 Heidelberg, Germany
[4]
Imaging-based enrichment criteria using deep learning algorithms for efficient clinical trials in mild cognitive impairment
[J].
Ithapu, Vamsi K.
;
Singh, Vikas
;
Okonkwo, Ozioma C.
;
Chappell, Richard J.
;
Dowling, N. Maritza
;
Johnson, Sterling C.
.
ALZHEIMERS & DEMENTIA,
2015, 11 (12)
:1489-1499

Ithapu, Vamsi K.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Wisconsin, Dept Comp Sci, Madison, WI 53706 USA
Univ Wisconsin, Wisconsin Alzheimers Dis Res Ctr, Madison, WI USA Univ Wisconsin, Dept Comp Sci, Madison, WI 53706 USA

Singh, Vikas
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Wisconsin, Dept Comp Sci, Madison, WI 53706 USA
Univ Wisconsin, Wisconsin Alzheimers Dis Res Ctr, Madison, WI USA
Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI USA Univ Wisconsin, Dept Comp Sci, Madison, WI 53706 USA

Okonkwo, Ozioma C.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Wisconsin, Wisconsin Alzheimers Dis Res Ctr, Madison, WI USA
Univ Wisconsin, Dept Med, Madison, WI USA Univ Wisconsin, Dept Comp Sci, Madison, WI 53706 USA

Chappell, Richard J.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI USA Univ Wisconsin, Dept Comp Sci, Madison, WI 53706 USA

Dowling, N. Maritza
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Wisconsin, Wisconsin Alzheimers Dis Res Ctr, Madison, WI USA
Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI USA Univ Wisconsin, Dept Comp Sci, Madison, WI 53706 USA

Johnson, Sterling C.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Wisconsin, Wisconsin Alzheimers Dis Res Ctr, Madison, WI USA
Univ Wisconsin, Dept Med, Madison, WI USA
Univ Wisconsin, William S Middleton Mem Vet Hosp, Madison, WI USA Univ Wisconsin, Dept Comp Sci, Madison, WI 53706 USA
[5]
Embracing simplexity: the role of artificial intelligence in peri-procedural medical safety
[J].
Patriarca, Riccardo
;
Falegnami, Andrea
;
Bilotta, Federico
.
EXPERT REVIEW OF MEDICAL DEVICES,
2019, 16 (02)
:77-79

Patriarca, Riccardo
论文数: 0 引用数: 0
h-index: 0
机构:
Sapienza Univ Rome, Dept Mech & Aerosp Engn, Via Eudossiana 18, I-00184 Rome, Italy Sapienza Univ Rome, Dept Mech & Aerosp Engn, Via Eudossiana 18, I-00184 Rome, Italy

Falegnami, Andrea
论文数: 0 引用数: 0
h-index: 0
机构:
Sapienza Univ Rome, Dept Mech & Aerosp Engn, Via Eudossiana 18, I-00184 Rome, Italy Sapienza Univ Rome, Dept Mech & Aerosp Engn, Via Eudossiana 18, I-00184 Rome, Italy

Bilotta, Federico
论文数: 0 引用数: 0
h-index: 0
机构:
Sapienza Univ Rome, Dept Anaesthesiol Crit Care & Pain Med, Rome, Italy Sapienza Univ Rome, Dept Mech & Aerosp Engn, Via Eudossiana 18, I-00184 Rome, Italy
[6]
The auditory P300-based single-switch brain-computer interface: Paradigm transition from healthy subjects to minimally conscious patients
[J].
Pokorny, Christoph
;
Klobassa, Daniela S.
;
Pichler, Gerald
;
Erlbeck, Helena
;
Real, Ruben G. L.
;
Kuebler, Andrea
;
Lesenfants, Damien
;
Habbal, Dina
;
Noirhomme, Quentin
;
Risetti, Monica
;
Mattia, Donatella
;
Mueller-Putz, Gernot R.
.
ARTIFICIAL INTELLIGENCE IN MEDICINE,
2013, 59 (02)
:81-90

Pokorny, Christoph
论文数: 0 引用数: 0
h-index: 0
机构:
Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Klobassa, Daniela S.
论文数: 0 引用数: 0
h-index: 0
机构:
Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Pichler, Gerald
论文数: 0 引用数: 0
h-index: 0
机构:
Albert Schweitzer Clin, A-8020 Graz, Austria Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Erlbeck, Helena
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Wurzburg, Dept Psychol, D-97070 Wurzburg, Germany Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Real, Ruben G. L.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Wurzburg, Dept Psychol, D-97070 Wurzburg, Germany Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Kuebler, Andrea
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Wurzburg, Dept Psychol, D-97070 Wurzburg, Germany Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Lesenfants, Damien
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Liege, Cyclotron Res Ctr, B-4000 Liege, Belgium Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Habbal, Dina
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Liege, Cyclotron Res Ctr, B-4000 Liege, Belgium Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Noirhomme, Quentin
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Liege, Cyclotron Res Ctr, B-4000 Liege, Belgium Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Risetti, Monica
论文数: 0 引用数: 0
h-index: 0
机构:
Fdn Santa Lucia, I-00179 Rome, Italy Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Mattia, Donatella
论文数: 0 引用数: 0
h-index: 0
机构:
Fdn Santa Lucia, I-00179 Rome, Italy Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Mueller-Putz, Gernot R.
论文数: 0 引用数: 0
h-index: 0
机构:
Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria
[7]
Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants
[J].
Sanchez, Justin C.
;
Mahmoudi, Babak
;
DiGiovanna, Jack
;
Principe, Jose C.
.
NEURAL NETWORKS,
2009, 22 (03)
:305-315

Sanchez, Justin C.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Florida, Dept Pediat, Div Neurol, Gainesville, FL 32610 USA
Univ Florida, Dept Neurosci, Gainesville, FL 32610 USA
Univ Florida, Dept Biomed Engn, Gainesville, FL 32610 USA Univ Florida, Dept Pediat, Div Neurol, Gainesville, FL 32610 USA

Mahmoudi, Babak
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Florida, Dept Biomed Engn, Gainesville, FL 32610 USA Univ Florida, Dept Pediat, Div Neurol, Gainesville, FL 32610 USA

DiGiovanna, Jack
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Florida, Dept Biomed Engn, Gainesville, FL 32610 USA Univ Florida, Dept Pediat, Div Neurol, Gainesville, FL 32610 USA

Principe, Jose C.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Florida, Dept Biomed Engn, Gainesville, FL 32610 USA
Univ Florida, Dept Elect & Comp Engn, Gainesville, FL 32610 USA Univ Florida, Dept Pediat, Div Neurol, Gainesville, FL 32610 USA
[8]
Humanoid Assessing Rehabilitative Exercises
[J].
Simonov, M.
;
Delconte, G.
.
METHODS OF INFORMATION IN MEDICINE,
2015, 54 (02)
:114-121

Simonov, M.
论文数: 0 引用数: 0
h-index: 0
机构:
Ist Super Mario Boella, I-10138 Turin, Italy Ist Super Mario Boella, I-10138 Turin, Italy

Delconte, G.
论文数: 0 引用数: 0
h-index: 0
机构:
Politecn Torino, Turin, Italy Ist Super Mario Boella, I-10138 Turin, Italy
[9]
Artificial intelligence and machine learning | applications in musculoskeletal physiotherapy
[J].
Tack, Christopher
.
MUSCULOSKELETAL SCIENCE AND PRACTICE,
2019, 39
:164-169

Tack, Christopher
论文数: 0 引用数: 0
h-index: 0
机构:
Guys & St Thomas NHS Fdn Trust, Guys Hosp, London SE1 9RT, England Guys & St Thomas NHS Fdn Trust, Guys Hosp, London SE1 9RT, England
[10]
Brain computer interfaces for neurorehabilitation - its current status as a rehabilitation strategy post-stroke
[J].
van Dokkum, L. E. H.
;
Ward, T.
;
Laffont, I.
.
ANNALS OF PHYSICAL AND REHABILITATION MEDICINE,
2015, 58 (01)
:3-8

van Dokkum, L. E. H.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Montpeiller 1, Movement Hlth, Euromov, F-34090 Montpellier, France
Maynooth Univ, Dept Elect Engn, Maynooth, Co Kildare, Ireland Univ Montpeiller 1, Movement Hlth, Euromov, F-34090 Montpellier, France

Ward, T.
论文数: 0 引用数: 0
h-index: 0
机构:
Maynooth Univ, Dept Elect Engn, Maynooth, Co Kildare, Ireland Univ Montpeiller 1, Movement Hlth, Euromov, F-34090 Montpellier, France

Laffont, I.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Montpeiller 1, Movement Hlth, Euromov, F-34090 Montpellier, France
CHRU Montpellier, Dept MPR, F-34295 Montpellier, France Univ Montpeiller 1, Movement Hlth, Euromov, F-34090 Montpellier, France