Big Data From Small Devices: The Future of Smartphones in Oncology.


Journal

Seminars in radiation oncology
ISSN: 1532-9461
Titre abrégé: Semin Radiat Oncol
Pays: United States
ID NLM: 9202882

Informations de publication

Date de publication:
10 2019
Historique:
entrez: 2 9 2019
pubmed: 2 9 2019
medline: 10 5 2020
Statut: ppublish

Résumé

Technological advancements in the capabilities of modern smartphones offer tremendous potential to generate big data from small devices that could influence oncologists' decision-making. Here we describe the value of patient-generated health data (PGHD) that can be captured using mobile devices. We comment on the current use of smartphones in oncology clinical research and describe how smartphones will bring big data into the oncology clinic by enabling continuous patient monitoring, information sharing, and personalized clinical decision making in cancer care. Lastly, we describe practical considerations about how we can access and store PGHD in the future, describing how to harness the clinical value of PGHD and comment on the emerging applications for digital biomarkers captured by smartphones.

Identifiants

pubmed: 31472736
pii: S1053-4296(19)30040-2
doi: 10.1016/j.semradonc.2019.05.008
pmc: PMC8130844
mid: NIHMS1701553
pii:
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Review

Langues

eng

Sous-ensembles de citation

IM

Pagination

338-347

Subventions

Organisme : NCI NIH HHS
ID : P30 CA056036
Pays : United States

Informations de copyright

Copyright © 2019 Elsevier Inc. All rights reserved.

Références

Gait Posture. 2017 Sep;57:217-223
pubmed: 28667903
Cancer Manag Res. 2018 Aug 03;10:2439-2447
pubmed: 30122993
MCN Am J Matern Child Nurs. 2017 Sep/Oct;42(5):248-256
pubmed: 28639997
Ann Biomed Eng. 2014 Apr;42(4):885-98
pubmed: 24271263
J Cancer Surviv. 2018 Feb;12(1):82-94
pubmed: 28994035
Int J Radiat Oncol Biol Phys. 2015 Jan 1;91(1):232-8
pubmed: 25835626
Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:2341-2344
pubmed: 29060367
JAMA. 2017 Jul 11;318(2):197-198
pubmed: 28586821
Cancer Med. 2018 Nov;7(11):5812-5819
pubmed: 30280495
Sci Rep. 2017 Feb 08;7:42084
pubmed: 28176828
Mhealth. 2018 Aug 08;4:31
pubmed: 30221166
NPJ Digit Med. 2018 Jul 5;1:27
pubmed: 31304309
Int J Radiat Oncol Biol Phys. 2017 Apr 1;97(5):1061-1065
pubmed: 28332990
Clin Breast Cancer. 2018 Feb;18(1):e1-e6
pubmed: 28916400
Support Care Cancer. 2018 Nov;26(11):3721-3728
pubmed: 29732483
Breast Cancer Res Treat. 2017 Feb;161(3):443-452
pubmed: 27933450
J Med Internet Res. 2018 Jul 20;20(7):e241
pubmed: 30030209
J Geriatr Oncol. 2018 Mar;9(2):145-151
pubmed: 29017891
JMIR Mhealth Uhealth. 2015 Apr 17;3(2):e37
pubmed: 25887292
J Med Internet Res. 2014 Jul 16;16(7):e172
pubmed: 25048379
Sleep Med. 2017 Apr;32:208-212
pubmed: 28366336
BMJ Open. 2017 Jun 6;7(5):e015016
pubmed: 28592577
BMC Cancer. 2018 Oct 29;18(1):1052
pubmed: 30373549
Clin Colorectal Cancer. 2018 Jun;17(2):e353-e362
pubmed: 29551558
Annu Int Conf IEEE Eng Med Biol Soc. 2015;2015:6848-51
pubmed: 26737866
J Med Syst. 2018 Nov 6;42(12):254
pubmed: 30402781
Front Psychol. 2018 Oct 10;9:1843
pubmed: 30364167
J Sports Sci. 2016 Dec;34(23):2160-2164
pubmed: 27240005
Eur J Cancer Care (Engl). 2001 Dec;10(4):245-55
pubmed: 11806675
JMIR Mhealth Uhealth. 2018 Aug 30;6(8):e10916
pubmed: 30166275
Cancer Invest. 2019;37(3):127-133
pubmed: 30821518
Sports Med. 2014 May;44(5):671-86
pubmed: 24497157
Chin Med J (Engl). 2016 5th Dec;129(23):2816-2823
pubmed: 27900995
Int J Radiat Oncol Biol Phys. 2016 Jun 1;95(2):563-70
pubmed: 27020104
Med Sci Monit. 2018 Sep 04;24:6151-6156
pubmed: 30178780
Pediatr Blood Cancer. 2017 Oct;64(10):
pubmed: 28423223
Psychooncology. 2018 Aug;27(8):2023-2030
pubmed: 29766596
Eur J Cancer Care (Engl). 2009 Mar;18(2):156-64
pubmed: 19267731
ScientificWorldJournal. 2014;2014:490824
pubmed: 25295301
J Clin Monit Comput. 2017 Aug;31(4):825-831
pubmed: 27170014
PLoS One. 2017 Dec 20;12(12):e0189161
pubmed: 29261709
J Pain Symptom Manage. 2012 Jun;43(6):1025-35
pubmed: 22269181
J Med Internet Res. 2014 May 23;16(5):e135
pubmed: 24860070
J Med Internet Res. 2017 Jul 11;19(7):e246
pubmed: 28698169
Front Physiol. 2018 May 29;9:623
pubmed: 29896113
J Cancer Surviv. 2010 Jun;4(2):87-100
pubmed: 20052559
Qual Life Res. 2016 Mar;25(3):535-46
pubmed: 26577763
Support Care Cancer. 2012 May;20(5):1113-6
pubmed: 22311375
Transl Behav Med. 2019 Jan 1;9(1):11-22
pubmed: 29471477
Sensors (Basel). 2015 Apr 27;15(5):9854-69
pubmed: 25923933
J Med Internet Res. 2017 Apr 18;19(4):e118
pubmed: 28420605
Int J Environ Res Public Health. 2019 Feb 05;16(3):
pubmed: 30764535
Telemed J E Health. 2019 Dec;25(12):1231-1236
pubmed: 30758247
J Pain Symptom Manage. 2014 Sep;48(3):322-32
pubmed: 24630754
Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:2874-7
pubmed: 24110327
Support Care Cancer. 2018 Nov;26(11):3915-3923
pubmed: 29785635

Auteurs

Juhi M Purswani (JM)

New York University School of Medicine, New York, NY.

Adam P Dicker (AP)

Department of Radiation Oncology, Sydney Kimmel Medical College and Cancer Center at Thomas Jefferson University, Philadelphia, PA.

Colin E Champ (CE)

Department of Radiation Oncology, Duke University Medical Center, Durham, NC.

Matt Cantor (M)

Koneksa Health Inc., New York, NY.

Nitin Ohri (N)

Department of Radiation Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY.. Electronic address: nohri@montefiore.org.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH