{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,28]],"date-time":"2026-06-28T03:57:18Z","timestamp":1782619038575,"version":"3.54.5"},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2014,12,4]],"date-time":"2014-12-04T00:00:00Z","timestamp":1417651200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Med Syst"],"published-print":{"date-parts":[[2015,1]]},"DOI":"10.1007\/s10916-014-0174-2","type":"journal-article","created":{"date-parts":[[2014,12,3]],"date-time":"2014-12-03T03:21:50Z","timestamp":1417576910000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":25,"title":["Decision Support Systems and Applications in Ophthalmology: Literature and Commercial Review Focused on Mobile Apps"],"prefix":"10.1007","volume":"39","author":[{"given":"Isabel","family":"de la Torre-D\u00edez","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Borja","family":"Mart\u00ednez-P\u00e9rez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Miguel","family":"L\u00f3pez-Coronado","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Javier Rodr\u00edguez","family":"D\u00edaz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Miguel Maldonado","family":"L\u00f3pez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2014,12,4]]},"reference":[{"key":"174_CR1","doi-asserted-by":"crossref","unstructured":"Schuh CJ, de Bruin JS, Seeling W (2013) Acceptability and Difficulties of (Fuzzy) Decision Support Systems in Clinical Practice. IFSA World Congress and NAFIPS Annual Meeting (IFSA\/NAFIPS), 2013 Joint, June 24\u201328, pp 257\u2013262","DOI":"10.1109\/IFSA-NAFIPS.2013.6608409"},{"issue":"1","key":"174_CR2","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1016\/j.artmed.2013.04.004","volume":"59","author":"E Kilsdonk","year":"2013","unstructured":"Kilsdonk E, Peute LW, Riezebos RJ, Kremer LC, Jaspers M (2013) From an expert-driven paper guideline to a user-centred decision support system: A usability comparison study. Artif Intell Med;59 (1):5\u201313","journal-title":"Artif Intell Med"},{"key":"174_CR3","doi-asserted-by":"crossref","unstructured":"Kahai P, Namuduri KR, Thompson H (2006) A Decision Support Framework for Automated Screening of Diabetic Retinopathy. International Journal of Biomedical Imaging 2006:1\u20138","DOI":"10.1155\/IJBI\/2006\/45806"},{"key":"174_CR4","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1016\/j.dss.2014.01.005","volume":"59","author":"A Bourouis","year":"2014","unstructured":"Bourouis A, Feham M, Hossain MA, Zhang L (2014) An intelligent mobile based decision support system for retinal disease diagnosis. Decis Support Syst ;59:341\u2013350","journal-title":"Decis Support Syst"},{"key":"174_CR5","unstructured":"Jahns RG, Houck P (2014) The State of the Art of mHealth App Publishing. mHealth App Developer Economics 2014. http:\/\/mhealtheconomics.com\/mhealth-developer-economics-report . Accessed 10 November 2014"},{"key":"174_CR6","doi-asserted-by":"crossref","unstructured":"Mart\u00ednez-P\u00e9rez B, de la Torre-D\u00edez I, L\u00f3pez-Coronado M,Sainz de Abajo B, Robles M, Garc\u00eda-G\u00f3mez JM (2014) Mobile Clinical Decision Support Systems and Applications: A Literature and Commercial Review. J Med Syst ;38 (1):4","DOI":"10.1007\/s10916-013-0004-y"},{"key":"174_CR7","unstructured":"U.S. Department of Health and Human Services, Food and Drug Administration. 2013. Mobile Medical Applications: Guidance for Industry and Food and Drug Administration Staff, 2013"},{"key":"174_CR8","unstructured":"IEEE Xplore (2014) IEEE Xplore Digital Library. http:\/\/ieeexplore.ieee.org . Accessed 10 November 2014"},{"key":"174_CR9","unstructured":"Web of Science (2014) Web of Science, Thomson Reuters. http:\/\/apps.webofknowledge.com\/UA_GeneralSearch_input.do?product = UA&search_mode = GeneralSearch&SID = T24y9u4iYdaNoR6csUo&preferencesSaved = Accessed 10 November 2014"},{"key":"174_CR10","unstructured":"Scopus (2014) Elsevier Scopus. http:\/\/www.scopus.com . Accessed 10 November 2014"},{"key":"174_CR11","unstructured":"PubMed (2014) U.S. National Library of Medicine. http:\/\/www.ncbi.nlm.nih.gov\/pubmed . Accessed 10 November 2014"},{"key":"174_CR12","unstructured":"Google Play (2014) Google Play apps. https:\/\/play.google.com . Accessed 10 November 2014"},{"key":"174_CR13","unstructured":"APP Store (2014) Official Apple Store. http:\/\/store.apple.com . Accessed 10 November 2014"},{"key":"174_CR14","doi-asserted-by":"crossref","unstructured":"Prasanna P, Jain S, Bhagatt N, Madabhushi A (2013) Decision Support System for Detection of Diabetic Retinopathy Using Smartphones. 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) 2013, May 5\u20138, pp 176\u2013179","DOI":"10.4108\/icst.pervasivehealth.2013.252093"},{"key":"174_CR15","doi-asserted-by":"crossref","unstructured":"Fraz MM, Remagnio P, Hoppe A, Barman SA (2013) Retinal image analysis aimed at extraction of vascular structure using linear discriminant classifier. International Conference on Computer Medical Applications (ICCMA) 2013, Jan 20\u201322, pp 1\u20136","DOI":"10.1109\/ICCMA.2013.6506180"},{"issue":"12","key":"174_CR16","doi-asserted-by":"crossref","first-page":"2136","DOI":"10.1016\/j.compbiomed.2013.10.007","volume":"43","author":"MRK Mookiah","year":"2013","unstructured":"Mookiah MRK, Rajendra U, Kuang C, Min C, Ng EYK, Laude A (2013) Computer-aided diagnosis of diabetic retinopathy: A review. Comput Biol Med ;43 (12):2136\u20132155","journal-title":"Comput Biol Med"},{"issue":"3","key":"174_CR17","first-page":"251","volume":"227","author":"K Noronha","year":"2012","unstructured":"Noronha K, Acharya UR, Nayak KP, Kamath S, Bhandary SV (2012) Decision support system for diabetic retinopathy using discrete wavelet transform. Proc Inst Mech Eng H ;227 (3):251\u2013261.","journal-title":"Proc Inst Mech Eng H"},{"key":"174_CR18","doi-asserted-by":"crossref","unstructured":"Bursell SE, Brazionis L, Jenkins A (2012) Telemedicine and ocular health in diabetes mellitus. Proc Inst Mech Eng H 2013;227 (3):251\u2013261","DOI":"10.1111\/j.1444-0938.2012.00746.x"},{"issue":"6","key":"174_CR19","doi-asserted-by":"crossref","first-page":"3573","DOI":"10.1007\/s10916-012-9833-3","volume":"36","author":"SJ Kumar","year":"2012","unstructured":"Kumar SJ, Madheswaran M (2012) An improved medical decision support system to identify the diabetic retinopathy using fundus images. J Med Syst ;36 (6):3573\u20133581","journal-title":"J Med Syst"},{"issue":"9","key":"174_CR20","doi-asserted-by":"crossref","first-page":"507","DOI":"10.4066\/AMJ.2012.1364","volume":"5","author":"D Xiao","year":"2012","unstructured":"Xiao D, Vignarajan J, Lock J, Frost S, Tay-Kearney ML, Kanagasingam Y (2012) Retinal image registration and comparison for clinical decision support. Australas Med J ;5 (9):507\u2013512","journal-title":"Australas Med J"},{"key":"174_CR21","doi-asserted-by":"crossref","unstructured":"Skevofilakas M, Zarkogianni K, Karamanos BG, Nikita KS (2010) A hybrid Decision Support System for the Risk Assessment of retinopathy development as a long term complication of Type 1 Diabetes Mellitus. Conf Proc IEEE Eng Med Biol Soc 2010;2010:6713\u20136716","DOI":"10.1109\/IEMBS.2010.5626245"},{"key":"174_CR22","doi-asserted-by":"crossref","unstructured":"Ort\u00edz D, Cubides M, Su\u00e1rez A, Zequera M, Quiroga J, G\u00f3mez J, Arroyo N (2010) Support system for the preventive diagnosis of Hypertensive Retinopathy. Conf Proc IEEE Eng Med Biol Soc 2010;2010:5649\u20135652","DOI":"10.1109\/IEMBS.2010.5628047"},{"key":"174_CR23","doi-asserted-by":"crossref","unstructured":"Jegelevicius D, Krisciukaitis A, Lukosevicius A, Marozas V, Paunksnis A, Barzdziukas V, Patasius M, Buteikiene D, Vainoras A, Gargasas L (2009) Network Based Clinical Decision Support System. 9th International Conference on Information Technology and Applications in Biomedicine 2009, Nov. 4\u20137, pp 1\u20134","DOI":"10.1109\/ITAB.2009.5394348"},{"issue":"4","key":"174_CR24","doi-asserted-by":"crossref","first-page":"480","DOI":"10.1109\/TITB.2007.908790","volume":"12","author":"T Chia-Ling","year":"2008","unstructured":"Chia-Ling T, Madore B, Leotta MJ, Sofka M, Gehua Y, Majerovics A, Tanenbaum HL, Stewart CV, Roysam B (2008) Automated Retinal Image Analysis Over the Internet. IEEE Trans Inf Technol Biomed ;12 (4):480\u2013487","journal-title":"IEEE Trans Inf Technol Biomed"},{"issue":"2","key":"174_CR25","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1109\/TITB.2006.879591","volume":"11","author":"K Marsolo","year":"2007","unstructured":"Marsolo K, Twa M, Bullimore MA, Parthasarathy S (2007) Spatial Modeling and Classification of Corneal Shape. IEEE Transactions on Information Technology in Biomedicine ;11 (2):203\u2013212","journal-title":"IEEE Transactions on Information Technology in Biomedicine"},{"issue":"Suppl 1","key":"174_CR26","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1258\/135763306777978443","volume":"12","author":"A Paunksnis","year":"2006","unstructured":"Paunksnis A, Barzdziukas V, Jegelevicius D, Kurapkiene S, Dzemyda G (2006) The use of information technologies for diagnosis in ophthalmology. J Telemed Telecare ;12 Suppl 1:37\u201340","journal-title":"J Telemed Telecare"},{"key":"174_CR27","unstructured":"Roque AC, Mantovani J, Torres I, Galina AC, de Lima PR, Novoa C, Schor P (2004) Lepo: Sistema de Apoio \u00e0 Decis\u00e3o M\u00e9dica em. http:\/\/www.sbis.org.br\/cbis9\/arquivos\/851.pdf . Accessed 10 November 2014"},{"issue":"9","key":"174_CR28","doi-asserted-by":"crossref","first-page":"1591","DOI":"10.1016\/j.ophtha.2008.03.024","volume":"115","author":"MF Chiang","year":"2008","unstructured":"Chiang MF, Boland MV, Margolis JW, Lum F, Abramoff MD, Hildebrand PL (2008) Adoption and Perceptions of Electronic Health Record Systems by Ophthalmologists: An American Academy of Ophthalmology Survey. Ophthalmology ;115 (9):1591\u20131597","journal-title":"Ophthalmology"},{"key":"174_CR29","doi-asserted-by":"crossref","first-page":"6121","DOI":"10.1109\/IEMBS.2006.260211","volume":"1","author":"UR Acharya","year":"2006","unstructured":"Acharya UR, Kannathal N, Ng EY, Min LC, Suri JS (2006) A Computer-based classification of eye diseases. Conf Proc IEEE Eng Med Biol Soc ;1:6121\u20136124","journal-title":"Conf Proc IEEE Eng Med Biol Soc"},{"key":"174_CR30","unstructured":"Odufuwa T, Bola O, Solebo L, Low S (2006) Diagnostic decision support in Ophthalmology. J Telemed Telecare 2007;13 suppl 1:44\u201346"},{"key":"174_CR31","unstructured":"Xiao-Peng H, Dempere L, Yang GZ (2003) Hot spot detection based on feature space representation of visual search in medical imaging. 4th International IEEE EMBS Special Topic Conference on Information Technology Applications in Biomedicine 2003, April 24\u201326, pp 261\u201364"},{"issue":"3","key":"174_CR32","doi-asserted-by":"crossref","first-page":"580","DOI":"10.1016\/j.cmpb.2013.07.008","volume":"112","author":"EI Papageorgiou","year":"2013","unstructured":"Papageorgiou EI, Huszka C, De Roo J, Douali N, Jaulent MC, Colaert D (2013) Application of probabilistic and fuzzy cognitive approaches in semantic web framework for medical decision support. Comput Methods Programs Biomed ;112 (3):580\u2013598","journal-title":"Comput Methods Programs Biomed"},{"issue":"12","key":"174_CR33","doi-asserted-by":"crossref","first-page":"15316","DOI":"10.1016\/j.eswa.2011.06.032","volume":"38","author":"W Ping","year":"2011","unstructured":"Ping W, Kimb S, Kimb KY, Yangc HJ (2011) Systematic causal knowledge acquisition using FCM Constructor for product design decision support. Expert Systems with Applications ;38 (12):15316\u20131533","journal-title":"Expert Systems with Applications"},{"key":"174_CR34","doi-asserted-by":"crossref","unstructured":"Tabachneck-Schijf HJM, Geenen PL (2009) Preventing knowledge transfer errors: Probabilistic decision support systems through the users\u2019 eyes. International Journal of Approximate Reasoning 2008;50 (3):461\u2013471","DOI":"10.1016\/j.ijar.2008.04.010"},{"issue":"1","key":"174_CR35","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1111\/jep.12076","volume":"20","author":"AN Makam","year":"2014","unstructured":"Makam AN, Lanham HJ, Batchelor K, Moran B, Howell-Stampley T, Kirk L, Cherukuri M, Samal L, Santini N, Leykum LK, Halm EA (2014) The good, the bad and the early adopters: providers\u2019 attitudes about a common, commercial EHR. J Eval Clin Pract ;20 (1):36\u201342","journal-title":"J Eval Clin Pract"},{"issue":"1","key":"174_CR36","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1016\/j.artmed.2013.03.004","volume":"59","author":"AN Makam","year":"2013","unstructured":"Makam AN, Lanham HJ, Batchelor K, Moran B, Howell-Stampley T, Kirk L, Cherukuri M, Samal L, Santini N, Leykum LK, Halm EA (2013) A pilot study of distributed knowledge management and clinical decision support in the cloud. Artif Intell Med ;59 (1):45\u201353","journal-title":"Artif Intell Med"},{"key":"174_CR37","doi-asserted-by":"crossref","unstructured":"Batra S, Parashar HJ, Sachdeva S, Mehndiratta P (2013) Applying Data Mining Techniques to Standardized Electronic Health Records for Decision Support. Sixth International Conference on Contemporary Computing (IC3) 2013, Aug. 8\u201310, pp 510\u2013515","DOI":"10.1109\/IC3.2013.6612249"},{"key":"174_CR38","doi-asserted-by":"crossref","unstructured":"Kadam T, Chitre V (2012) Three-level HAC on food borne disease and related treatment to help medical DSS. 1st International Conference on Recent Advances in Information Technology (RAIT) 2012, March 15\u201317, pp 672\u2013676","DOI":"10.1109\/RAIT.2012.6194610"},{"key":"174_CR39","doi-asserted-by":"crossref","unstructured":"Ahmed S, Abdullah A (2011) E-Healthcare and Data Management Services in a Cloud. High Capacity Optical Networks and Enabling Technologies (HONET) 2011, Dec. 19\u201321, pp 248\u2013252","DOI":"10.1109\/HONET.2011.6149827"},{"issue":"9","key":"174_CR40","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1016\/j.ijmedinf.2010.06.002","volume":"79","author":"C InSook","year":"2010","unstructured":"InSook C, JeongAh K, JiHyun K, Hyun YK, Yoon K (2010) Design and implementation of a standards-based interoperable clinical decision support architecture in the context of the Korean EHR. Int J Med Inform ;79 (9):611\u2013612","journal-title":"Int J Med Inform"},{"key":"174_CR41","doi-asserted-by":"crossref","unstructured":"Madhukumar S, Vijayalakshmi R (2013) Visual dictionary: A decision support tool for DR pathology detection on POI. International Conference on Information Communication and Embedded Systems (ICICES) 2013, Fab 21\u201322, pp 496\u2013501","DOI":"10.1109\/ICICES.2013.6508396"},{"key":"174_CR42","doi-asserted-by":"crossref","unstructured":"Rahaman S (2012) Diabetes diagnosis decision support system based on symptoms, signs and risk factor using special computational algorithm by rule base. 15th International Conference on Computer and Information Technology (ICCIT) 2012, Nov. 22\u201324, pp 65\u201371","DOI":"10.1109\/ICCITechn.2012.6509796"},{"key":"174_CR43","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1007\/s10916-014-0140-z","volume":"38","author":"S Rodriguez Loya","year":"2014","unstructured":"Rodriguez Loya S, Kawamoto K, Chatwin C, Huser V (2014). Service Oriented Architecture for Clinical Decision Support: A Systematic Review and Future Directions. J Med Syst ;38:140","journal-title":"J Med Syst"}],"container-title":["Journal of Medical Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-014-0174-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10916-014-0174-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-014-0174-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,17]],"date-time":"2019-08-17T23:10:45Z","timestamp":1566083445000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10916-014-0174-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,12,4]]},"references-count":43,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2015,1]]}},"alternative-id":["174"],"URL":"https:\/\/doi.org\/10.1007\/s10916-014-0174-2","relation":{},"ISSN":["0148-5598","1573-689X"],"issn-type":[{"value":"0148-5598","type":"print"},{"value":"1573-689X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,12,4]]},"article-number":"174"}}