دورية أكاديمية
The future application of artificial intelligence and telemedicine in the retina: A perspective.
| العنوان: | The future application of artificial intelligence and telemedicine in the retina: A perspective. |
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| المؤلفون: | Wu CT; Department of Medical Education, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Medicine, School of Medicine, Tzu Chi University, Hualien, Taiwan., Lin TY; Doctoral Degree Program of Translational Medicine, National Yang Ming Chiao Tung University and Academia Sinica, Taipei, Taiwan., Lin CJ; Department of Biological Science and Technology, Institute of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.; Institute of Population Health Sciences, National Health Research Institutes, Zhunan, Miaoli County, Taiwan., Hwang DK; Department of Ophthalmology, Taipei Veterans General Hospital, Taipei, Taiwan.; Department of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan. |
| المصدر: | Taiwan journal of ophthalmology [Taiwan J Ophthalmol] 2023 Jun 13; Vol. 13 (2), pp. 133-141. Date of Electronic Publication: 2023 Jun 13 (Print Publication: 2023). |
| نوع المنشور: | Journal Article; Review |
| اللغة: | English |
| بيانات الدورية: | Publisher: Medknow Publications Country of Publication: India NLM ID: 101582127 Publication Model: eCollection Cited Medium: Internet ISSN: 2211-5072 (Electronic) Linking ISSN: 22115056 NLM ISO Abbreviation: Taiwan J Ophthalmol Subsets: PubMed not MEDLINE |
| أسماء مطبوعة: | Publication: 2017- : Mumbai : Medknow Publications Original Publication: Taipei : Elsevier |
| مستخلص: | The development of artificial intelligence (AI) and deep learning provided precise image recognition and classification in the medical field. Ophthalmology is an exceptional department to translate AI applications since noninvasive imaging is routinely used for the diagnosis and monitoring. In recent years, AI-based image interpretation of optical coherence tomography and fundus photograph in retinal diseases has been extended to diabetic retinopathy, age-related macular degeneration, and retinopathy of prematurity. The rapid development of portable ocular monitoring devices coupled with AI-informed interpretations allows possible home monitoring or remote monitoring of retinal diseases and patients to gain autonomy and responsibility for their conditions. This review discusses the current research and application of AI, telemedicine, and home monitoring devices on retinal disease. Furthermore, we propose a future model of how AI and digital technology could be implemented in retinal diseases. Competing Interests: Dr. De-Kuang Hwang, an editorial board member at Taiwan Journal of Ophthalmology, had no role in the peer review process of or decision to publish this article. The other authors declared no conflicts of interest in writing this paper. (Copyright: © 2023 Taiwan J Ophthalmol.) |
| References: | Bull World Health Organ. 2001;79(3):227-32. (PMID: 11285667) Can J Ophthalmol. 2018 Apr;53(2):168-172. (PMID: 29631830) Ophthalmology. 2014 Feb;121(2):535-44. (PMID: 24211172) Arch Ophthalmol. 2009 Oct;127(10):1315-9. (PMID: 19822848) Pediatrics. 2005 Jul;116(1):15-23. (PMID: 15995025) Nat Biomed Eng. 2018 Jun 18;2:649-656. (PMID: 30263872) J Visc Surg. 2011 Oct;148(5 Suppl):e3-8. (PMID: 21974854) Ann Surg. 2002 Apr;235(4):487-92. (PMID: 11923603) Middle East Afr J Ophthalmol. 2010 Apr;17(2):148-55. (PMID: 20616922) JAMA. 2016 Dec 13;316(22):2402-2410. (PMID: 27898976) J AAPOS. 2007 Dec;11(6):532-40. (PMID: 18029210) Int Ophthalmol. 2015 Oct;35(5):733-55. (PMID: 26043677) Ophthalmology. 2018 Jul;125(7):1028-1036. (PMID: 29454659) Retina. 2016 Aug;36(8):1542-7. (PMID: 27243927) JAMA Ophthalmol. 2018 Jul 1;136(7):803-810. (PMID: 29801159) J Turk Ger Gynecol Assoc. 2012 Mar 01;13(1):74-6. (PMID: 24627681) JAMA. 2016 Dec 13;316(22):2366-2367. (PMID: 27898977) Graefes Arch Clin Exp Ophthalmol. 2013 Apr;251(4):1049-53. (PMID: 22868445) J Gynecol Oncol. 2012 Apr;23(2):134-5. (PMID: 22523633) JAMA Ophthalmol. 2017 Nov 1;135(11):1170-1176. (PMID: 28973096) Clin Perinatol. 2013 Jun;40(2):185-200. (PMID: 23719304) Eye (Lond). 2021 Nov;35(11):3035-3040. (PMID: 33414531) Brief Bioinform. 2017 Sep 1;18(5):851-869. (PMID: 27473064) Arch Ophthalmol. 2001 Aug;119(8):1110-8. (PMID: 11483076) Gerontology. 2022;68(7):721-735. (PMID: 34569526) Arch Ophthalmol. 2007 Mar;125(3):406-10. (PMID: 17353416) Ophthalmology. 2021 Oct;128(10):e51-e68. (PMID: 34247850) PLoS One. 2017 Jun 22;12(6):e0179790. (PMID: 28640840) Nat Med. 2020 Apr;26(4):459-461. (PMID: 32284618) Int J Chron Obstruct Pulmon Dis. 2014 Sep 01;9:907-17. (PMID: 25214777) Invest Ophthalmol Vis Sci. 2017 May 1;58(6):BIO141-BIO150. (PMID: 28658477) J Ophthalmol. 2012;2012:786870. (PMID: 22523653) Am J Prev Med. 2012 Jul;43(1):48-54. (PMID: 22704745) Biomed Res Int. 2018 Mar 18;2018:4954532. (PMID: 29744359) Ann Surg. 2005 Mar;241(3):460-4. (PMID: 15729068) NPJ Digit Med. 2018 Aug 28;1:39. (PMID: 31304320) J Telemed Telecare. 2005;11(1):3-9. (PMID: 15829036) Arch Ophthalmol. 2007 Jul;125(7):875-80. (PMID: 17620564) Early Hum Dev. 2008 Feb;84(2):77-82. (PMID: 18234457) Arch Ophthalmol. 2003 Dec;121(12):1684-94. (PMID: 14662586) Retina. 2013 Oct;33(9):1863-70. (PMID: 23609122) Am J Hypertens. 2015 Oct;28(10):1209-21. (PMID: 25725092) Curr Urol Rep. 2015 Jul;16(7):43. (PMID: 26025497) Ophthalmology. 2016 Aug;123(8):1731-1736. (PMID: 27206840) Ophthalmol Retina. 2017 Jul-Aug;1(4):322-327. (PMID: 30693348) Invest Ophthalmol Vis Sci. 2017 Jun 1;58(7):3240-3248. (PMID: 28660277) Ophthalmology. 2021 Nov;128(11):1580-1591. (PMID: 33940045) Eye (Lond). 2013 Aug;27(8):972-8. (PMID: 23722720) N Engl J Med. 2020 Apr 30;382(18):1679-1681. (PMID: 32160451) Ophthalmology. 2018 Apr;125(4):549-558. (PMID: 29224926) Arch Ophthalmol. 2002 Nov;120(11):1470-6. (PMID: 12427059) Nat Biotechnol. 2008 Feb;26(2):195-7. (PMID: 18259176) Diabetes Res Clin Pract. 2022 Jan;183:109119. (PMID: 34879977) J Fr Ophtalmol. 2020 Sep;43(7):577-585. (PMID: 32564983) Ophthalmologe. 2018 Sep;115(9):722-727. (PMID: 29713804) Ophthalmol Retina. 2018 Jan;2(1):24-30. (PMID: 31047298) J Med Internet Res. 2022 Jun 14;24(6):e37532. (PMID: 35700021) J Endourol. 2000 Mar;14(2):133-8. (PMID: 10772504) Graefes Arch Clin Exp Ophthalmol. 2018 Feb;256(2):259-265. (PMID: 29159541) Community Eye Health. 1998;11(25):1-3. (PMID: 17492014) Eye (Lond). 2020 Jul;34(7):1189-1192. (PMID: 32405045) Invest Ophthalmol Vis Sci. 2012 Oct 03;53(11):6770-5. (PMID: 22969078) Int J Med Robot. 2018 Feb;14(1):. (PMID: 28762253) Am J Ophthalmol. 2018 Jan;185:94-100. (PMID: 29101008) Eye (Lond). 2020 Sep;34(9):1554-1562. (PMID: 32152518) Transl Vis Sci Technol. 2015 Nov 30;4(6):5. (PMID: 26644965) Ophthalmology. 2011 Jun;118(6):1119-24. (PMID: 21269701) Comput Biol Med. 2017 Mar 1;82:80-86. (PMID: 28167406) Ophthalmology. 2017 Dec;124(12):1729-1734. (PMID: 28647202) Minim Invasive Ther Allied Technol. 2015 Feb;24(1):31-6. (PMID: 25627435) Ophthalmology. 2001 Jun;108(6):1013-4. (PMID: 11382621) Am J Ophthalmol. 2018 Mar;187:xxviii-xxxv. (PMID: 29137959) Surg Endosc. 2014 Sep;28(9):2569-76. (PMID: 24671353) |
| فهرسة مساهمة: | Keywords: Deep learning; digital technology; machine learning; retinal diseases; telemedicine |
| تواريخ الأحداث: | Date Created: 20230724 Latest Revision: 20230725 |
| رمز التحديث: | 20231215 |
| مُعرف محوري في PubMed: | PMC10361422 |
| DOI: | 10.4103/tjo.TJO-D-23-00028 |
| PMID: | 37484624 |
| قاعدة البيانات: | MEDLINE |
Full Text Finder | تدمد: | 2211-5072 |
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| DOI: | 10.4103/tjo.TJO-D-23-00028 |