{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T18:13:00Z","timestamp":1730225580162,"version":"3.28.0"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,5,16]],"date-time":"2022-05-16T00:00:00Z","timestamp":1652659200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,5,16]],"date-time":"2022-05-16T00:00:00Z","timestamp":1652659200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,5,16]]},"DOI":"10.1109\/i2mtc48687.2022.9806611","type":"proceedings-article","created":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T19:42:14Z","timestamp":1656618134000},"page":"1-6","source":"Crossref","is-referenced-by-count":6,"title":["Neural Network-Based Prediction and Monitoring of Blood Glucose Response to Nutritional Factors in Type-1 Diabetes"],"prefix":"10.1109","author":[{"given":"Leopoldo","family":"Angrisani","sequence":"first","affiliation":[{"name":"University of Naples Federico II,Department of Information Technology and Electrical Engineering,Naples,Italy"}]},{"given":"Giovanni","family":"Annuzzi","sequence":"additional","affiliation":[{"name":"University of Naples Federico II,Department of Clinical Medicine and Surgery,Naples,Italy"}]},{"given":"Pasquale","family":"Arpaia","sequence":"additional","affiliation":[{"name":"University of Naples Federico II,Interdepartmental Research Center in Health Management and Innovation in Healthcare,Naples,Italy"}]},{"given":"Lutgarda","family":"Bozzetto","sequence":"additional","affiliation":[{"name":"University of Naples Federico II,Department of Clinical Medicine and Surgery,Naples,Italy"}]},{"given":"Andrea","family":"Cataldo","sequence":"additional","affiliation":[{"name":"University of Salento,Department of Engineering for Innovation,Lecce,Italy"}]},{"given":"Alessandra","family":"Corrado","sequence":"additional","affiliation":[{"name":"University of Naples Federico II,Department of Information Technology and Electrical Engineering,Naples,Italy"}]},{"given":"Egidio De","family":"Benedetto","sequence":"additional","affiliation":[{"name":"University of Naples Federico II,Department of Information Technology and Electrical Engineering,Naples,Italy"}]},{"given":"Vincenzo","family":"Di Capua","sequence":"additional","affiliation":[{"name":"University of Naples Federico II,Department of Information Technology and Electrical Engineering,Naples,Italy"}]},{"given":"Roberto","family":"Prevete","sequence":"additional","affiliation":[{"name":"University of Naples Federico II,Department of Information Technology and Electrical Engineering,Naples,Italy"}]},{"given":"Ersilia","family":"Vallefuoco","sequence":"additional","affiliation":[{"name":"University of Naples Federico II,Department of Information Technology and Electrical Engineering,Naples,Italy"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1177\/1932296815609370"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.2337\/dc13-2108"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1109\/MCS.2017.2766323","article-title":"The artificial pancreas and meal control: An overview of postprandial glucose regulation in type 1 diabetes","volume":"38","author":"el fathi","year":"2018","journal-title":"IEEE Control Systems Magazine"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1177\/193229681300700607"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-05248-0"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2021.102120"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2018.09.011"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1089\/dia.2010.0104"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2196\/10775"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1177\/1932296813514502"},{"year":"0","key":"ref28","article-title":"Keras"},{"year":"2019","key":"ref4","article-title":"Europe diabetes report 2010 &#x2014; 2045"},{"year":"0","key":"ref27","article-title":"pandas"},{"year":"2020","key":"ref3","article-title":"National diabetes statistics report 2020. estimates of diabetes and its burden in the United States"},{"year":"2015","key":"ref6","article-title":"Type 1 diabetes in adults:diagnosis and management"},{"article-title":"Adam: A method for stochastic optimization","year":"2017","author":"kingma","key":"ref29"},{"year":"2010","key":"ref5","article-title":"Management of diabetes. A national clinical guideline"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s00592-020-01623-4"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41574-018-0044-y"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/nrdp.2017.16"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.k1310"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41574-020-00443-4"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2012.2188893"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.2337\/dc15-0100"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/s19194338"},{"journal-title":"Feedforward Neural Network Methodology","year":"2006","author":"fine","key":"ref24"},{"key":"ref23","first-page":"1","article-title":"Dietary determinants of postprandial blood glucose control in adults with type 1 diabetes on a hybrid closed-loop system","author":"vetrani","year":"2021","journal-title":"Diabetologia"},{"year":"0","key":"ref26","article-title":"Tensorflow"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"132306","DOI":"10.1016\/j.physd.2019.132306","article-title":"Fundamentals of recurrent neural network (RNN) and long short-term memory (LSTM) network","volume":"404","author":"sherstinsky","year":"2020","journal-title":"Physica D Nonlinear Phenomena"}],"event":{"name":"2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","start":{"date-parts":[[2022,5,16]]},"location":"Ottawa, ON, Canada","end":{"date-parts":[[2022,5,19]]}},"container-title":["2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9806445\/9806446\/09806611.pdf?arnumber=9806611","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,25]],"date-time":"2022-07-25T20:18:18Z","timestamp":1658780298000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9806611\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,16]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/i2mtc48687.2022.9806611","relation":{},"subject":[],"published":{"date-parts":[[2022,5,16]]}}}