{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,25]],"date-time":"2026-09-25T16:06:51Z","timestamp":1790352411787,"version":"4.1.0"},"reference-count":83,"publisher":"SAGE Publications","issue":"2","license":[{"start":{"date-parts":[[2020,2,1]],"date-time":"2020-02-01T00:00:00Z","timestamp":1580515200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Telemedicine and e-Health"],"published-print":{"date-parts":[[2020,2]]},"abstract":"<jats:sec>\n                    <jats:title>Background:<\/jats:title>\n                    <jats:p>In the daily routine of type 1 diabetes mellitus (T1DM), the patients deal with many data and consider many variables to perform actions, decisions, and regimen adjustments. There is a need to apply filtering techniques to extract relevant information and provide appropriate data visualization methods to assist in clinical tasks and decision making.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Objective:<\/jats:title>\n                    <jats:p>To present Soins DM, a mobile health tool, for monitoring the linkage among treatment factors of T1DM with an interactive data visualization approach.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods:<\/jats:title>\n                    <jats:p>First, we performed a literature review, a commercial search, and ideation. Next, we created a prototype and an online survey for its feedback, with participation of 76 individuals. Afterward, the mobile app and its website version were built. Eventually, we conducted a pilot experiment with 4 patients, an online experiment for satisfaction assessment with 97 patients, and an online assessment by 9 health professionals.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results:<\/jats:title>\n                    <jats:p>Prototyping and feedback facilitated the design refinement. Soins DM enables the recording of data from routines of glycemia, insulin applications, meals, and physical exercises. From these logs, the app builds two different ways of interactive data visualization, a timeline and an integrated chart, providing personalized feedback on bad glycemia with its possible causes. The assessments revealed overall satisfaction with the app's characteristics.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions:<\/jats:title>\n                    <jats:p>Soins DM is a novel application with interactive visualization and personalized feedback for easy identification of the linkage among treatment factors of T1DM. The test scenario with patients and health professionals indicates Soins DM as a useful and reliable tool.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1089\/tmj.2018.0329","type":"journal-article","created":{"date-parts":[[2019,2,6]],"date-time":"2019-02-06T10:20:31Z","timestamp":1549448431000},"page":"205-217","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":24,"title":["Development and Assessment of a Mobile Health Application for Monitoring the Linkage Among Treatment Factors of Type 1 Diabetes Mellitus"],"prefix":"10.1177","volume":"26","author":[{"given":"Ericles Andrei","family":"Bellei","sequence":"first","affiliation":[{"name":"Graduate Program in Applied Computing, Institute of Exact Sciences and Geosciences, University of Passo Fundo, Passo Fundo, Brazil."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daiana","family":"Biduski","sequence":"additional","affiliation":[{"name":"Graduate Program in Applied Computing, Institute of Exact Sciences and Geosciences, University of Passo Fundo, Passo Fundo, Brazil."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hugo Roberto Kurtz","family":"Lisboa","sequence":"additional","affiliation":[{"name":"IMED Medical School, Passo Fundo, Brazil."},{"name":"Teaching Hospital, S\u00e3o Vicente de Paulo's Hospital, Passo Fundo, Brazil."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ana Carolina Bertoletti","family":"De Marchi","sequence":"additional","affiliation":[{"name":"Graduate Program in Applied Computing, Institute of Exact Sciences and Geosciences, University of Passo Fundo, Passo Fundo, Brazil."},{"name":"Graduate Program in Human Aging, College of Physical Education and Physiotherapy, University of Passo Fundo, Passo Fundo, Brazil."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2020,2,5]]},"reference":[{"key":"e_1_3_4_2_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0166718"},{"key":"e_1_3_4_3_2","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.5604"},{"key":"e_1_3_4_4_2","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.2430"},{"key":"e_1_3_4_5_2","doi-asserted-by":"publisher","DOI":"10.2196\/mhealth.6522"},{"key":"e_1_3_4_6_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-22034-0"},{"key":"e_1_3_4_7_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcjd.2016.06.001"},{"key":"e_1_3_4_8_2","doi-asserted-by":"publisher","DOI":"10.2337\/dc16-0346"},{"key":"e_1_3_4_9_2","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.1874"},{"key":"e_1_3_4_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2017.02.005"},{"key":"e_1_3_4_11_2","doi-asserted-by":"publisher","DOI":"10.1089\/tmj.2017.0230"},{"key":"e_1_3_4_12_2","doi-asserted-by":"publisher","DOI":"10.1089\/dia.2014.0276"},{"key":"e_1_3_4_13_2","doi-asserted-by":"publisher","DOI":"10.3390\/s18020402"},{"key":"e_1_3_4_14_2","doi-asserted-by":"publisher","DOI":"10.2337\/dc18-S008"},{"key":"e_1_3_4_15_2","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.5094"},{"key":"e_1_3_4_16_2","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.4364"},{"key":"e_1_3_4_17_2","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2006.884365"},{"key":"e_1_3_4_18_2","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2014-002955"},{"key":"e_1_3_4_19_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-43968-5_7"},{"key":"e_1_3_4_20_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2018.05.003"},{"key":"e_1_3_4_21_2","doi-asserted-by":"publisher","DOI":"10.1111\/1753-0407.12527"},{"key":"e_1_3_4_22_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25364-5_11"},{"key":"e_1_3_4_23_2","doi-asserted-by":"publisher","DOI":"10.1089\/dia.2018.0064"},{"key":"e_1_3_4_24_2","doi-asserted-by":"publisher","DOI":"10.1177\/0145721707308412"},{"key":"e_1_3_4_25_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.diabres.2012.12.016"},{"key":"e_1_3_4_26_2","doi-asserted-by":"publisher","DOI":"10.1093\/ajcn\/82.1.222S"},{"key":"e_1_3_4_27_2","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.7.1.e11"},{"key":"e_1_3_4_28_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.pec.2012.09.008"},{"key":"e_1_3_4_29_2","doi-asserted-by":"publisher","DOI":"10.2196\/ijmr.4504"},{"key":"e_1_3_4_30_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2016.10.004"},{"key":"e_1_3_4_31_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2018.01.003"},{"key":"e_1_3_4_32_2","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.5927"},{"key":"e_1_3_4_33_2","doi-asserted-by":"crossref","unstructured":"Wiklund ME Kendler J Hochberg L Weinger MB. 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