{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T22:23:22Z","timestamp":1773354202125,"version":"3.50.1"},"reference-count":38,"publisher":"Informa UK Limited","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Informatics for Health and Social Care"],"DOI":"10.1080\/17538157.2026.2632846","type":"journal-article","created":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T11:29:03Z","timestamp":1773314943000},"page":"1-28","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":0,"title":["IoT-based Stomach abnormality detection via hybrid MDCNN-Bi-LSTM architecture with statistical and texture features"],"prefix":"10.1080","author":[{"given":"M.","family":"Sandhiya","sequence":"first","affiliation":[{"name":"Technology and Advanced Studies (VISTAS)","place":["Chennai, India"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A. S.","family":"Aneetha","sequence":"additional","affiliation":[{"name":"Technology and Advanced Studies (VISTAS)","place":["Chennai, India"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"301","published-online":{"date-parts":[[2026,3,12]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.3390\/sym15020379"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.3390\/bioengineering10121416"},{"key":"e_1_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.1685"},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.3390\/biomedicines10092195"},{"key":"e_1_3_3_6_1","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics12081996"},{"issue":"11","key":"e_1_3_3_7_1","doi-asserted-by":"crossref","first-page":"3842","DOI":"10.3390\/app10113842","article-title":"Automated detection and segmentation of early gastric cancer from endoscopic images using mask R-CNN","volume":"10","author":"Shibata T","year":"2020","unstructured":"Shibata T, Teramoto A, Yamada H, Ohmiya N, Saito K, Fujita H. Automated detection and segmentation of early gastric cancer from endoscopic images using mask R-CNN. Appl Sci. 2020 May 31. 10(11):3842.","journal-title":"Appl Sci"},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics12010043"},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.3390\/s22072801"},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.iswa.2022.200149"},{"key":"e_1_3_3_11_1","first-page":"1","volume-title":"In: 2023 9th International Conference on Smart Structures and Systems (ICSSS) 2023 Nov 23","author":"Sandhiya M","unstructured":"Sandhiya M, Aneetha AS. Retracted: a survey of advanced learning techniques used for initial detection of vital human organs disorders through iris. In: 2023 9th International Conference on Smart Structures and Systems (ICSSS) 2023 Nov 23; Piscataway, NJ, USA: IEEE; p. 1\u20134."},{"key":"e_1_3_3_12_1","unstructured":"Wang Y Shan S. Retracted: accurate disease detection quantification of iris based retinal images using random implication image classifier technique."},{"key":"e_1_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.54254\/2755-2721\/2\/20220676"},{"key":"e_1_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/s44163-021-00010-4"},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.3390\/sym12122066"},{"key":"e_1_3_3_16_1","first-page":"9211","article-title":"Application for heart abnormalities detection through human iris","volume":"1533","author":"Paithane MP","unstructured":"Paithane MP, Shinde SK, Barge A, Kharat S, Dhumal A, Pawar S. Application for heart abnormalities detection through human iris. J Seybold Report ISSN NO. 2020. 1533:9211.","journal-title":"J Seybold Report ISSN NO"},{"key":"e_1_3_3_17_1","article-title":"Automated heart dysfunctionality identification based on iris using deep learning","volume":"9","author":"Pavan KT","unstructured":"Pavan KT, Pradeep KB. Automated heart dysfunctionality identification based on iris using deep learning. Int J Innovative Technol Exploring Eng (IJITEE). 2020. 9:528-531.","journal-title":"Int J Innovative Technol Exploring Eng (IJITEE)"},{"issue":"4","key":"e_1_3_3_18_1","article-title":"Cardiovascular abnormalities detection through iris using thresholding algorithm","volume":"101","author":"Upasani N","year":"2023","unstructured":"Upasani N, Manna A, Pingale S, Shinde Y, Rathi S, Surpatne S. Cardiovascular abnormalities detection through iris using thresholding algorithm. J Theor Appl Inf Technol. 2023 Feb 28. 101(4):1322-1330.","journal-title":"J Theor Appl Inf Technol"},{"key":"e_1_3_3_19_1","doi-asserted-by":"publisher","DOI":"10.24003\/emitter.v5i2.202"},{"key":"e_1_3_3_20_1","first-page":"2582","article-title":"Diabetes detection based on iris abnormal","volume":"4","author":"Ashok Kumar V","unstructured":"Ashok Kumar V, Komini A, Sudheer V, Venkatesh A, Ravi Kishore D. Diabetes detection based on iris abnormal. Int Res J Modernization Eng Technol Sci. 2022. 4:2582\u20135208.","journal-title":"Int Res J Modernization Eng Technol Sci"},{"key":"e_1_3_3_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asej.2022.101942"},{"key":"e_1_3_3_22_1","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12071557"},{"key":"e_1_3_3_23_1","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/6170416"},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.1080\/23311916.2022.2084878"},{"key":"e_1_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2021.017101"},{"key":"e_1_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2022.019076"},{"issue":"12","key":"e_1_3_3_27_1","first-page":"348","article-title":"Automated classification of gastrointestinal abnormalities using convolutional neural networks","volume":"12","author":"Navale S","year":"2024","unstructured":"Navale S, Anjanikar A, Mohammed A, Gite S. Automated classification of gastrointestinal abnormalities using convolutional neural networks. Int J Intell Syst Appl Eng. 2024 Jan. 12(12s):348\u201360.","journal-title":"Int J Intell Syst Appl Eng"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.14569\/IJACSA.2022.0130177"},{"key":"e_1_3_3_29_1","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics13061081"},{"key":"e_1_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12880-024-01479-y"},{"issue":"1","key":"e_1_3_3_31_1","doi-asserted-by":"crossref","first-page":"1207","DOI":"10.32604\/cmc.2023.045491","article-title":"Deep convolutional neural networks for accurate classification of gastrointestinal tract syndromes","volume":"78","author":"Khan ZF","year":"2024","unstructured":"Khan ZF, Ramzan M, Raza M, Khan MA, Iqbal K, Kim T, Cha JH. Deep convolutional neural networks for accurate classification of gastrointestinal tract syndromes. CMC-Comput Mater Continua. 2024;78(1):1207\u201325.","journal-title":"CMC-Comput Mater Continua"},{"issue":"3","key":"e_1_3_3_32_1","article-title":"Modified Wiener filter for restoring Landsat images in remote sensing applications","volume":"26","author":"Kalaivani K","year":"2018","unstructured":"Kalaivani K, Asnath Victy Phamila Y. Modified Wiener filter for restoring Landsat images in remote sensing applications. Pertanika J Sci Technol. 2018 Jul 1. 26(3):1005-1018.","journal-title":"Pertanika J Sci Technol"},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.1049\/iet-ipr.2018.6682"},{"key":"e_1_3_3_34_1","first-page":"172","volume-title":"In: Dehuai Z, editor. International Conference on Applied Informatics and Communication 2011 Aug 20","author":"Liu J","unstructured":"Liu J, Shi Y. Image feature extraction method based on shape characteristics and its application in medical image analysis. In: Dehuai Z, editor. International Conference on Applied Informatics and Communication 2011 Aug 20; Berlin, Heidelberg: Springer Berlin Heidelberg; p. 172\u201378."},{"issue":"1","key":"e_1_3_3_35_1","doi-asserted-by":"crossref","first-page":"47","DOI":"10.4103\/0256-4602.107339","article-title":"Facial expression recognition using local transitional pattern on Gabor filtered facial images","volume":"30","author":"Ahsan T","year":"2013","unstructured":"Ahsan T, Jabid T, Chong UP. Facial expression recognition using local transitional pattern on Gabor filtered facial images. IETE Technical Rev. 2013 Jan 1. 30(1):47\u201352.","journal-title":"IETE Technical Rev"},{"issue":"8","key":"e_1_3_3_36_1","first-page":"56","article-title":"Importance of statistical measures in digital image processing","volume":"2","author":"Kumar V","year":"2012","unstructured":"Kumar V, Gupta P. Importance of statistical measures in digital image processing. Int J Emerging Technol Adv Eng. 2012 Aug. 2(8):56\u201362.","journal-title":"Int J Emerging Technol Adv Eng"},{"key":"e_1_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.3390\/sym13020247"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/5065214"},{"key":"e_1_3_3_39_1","doi-asserted-by":"publisher","DOI":"10.5121\/ijaia.2021.12201"}],"container-title":["Informatics for Health and Social Care"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/17538157.2026.2632846","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T11:29:09Z","timestamp":1773314949000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/17538157.2026.2632846"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,12]]},"references-count":38,"alternative-id":["10.1080\/17538157.2026.2632846"],"URL":"https:\/\/doi.org\/10.1080\/17538157.2026.2632846","relation":{},"ISSN":["1753-8157","1753-8165"],"issn-type":[{"value":"1753-8157","type":"print"},{"value":"1753-8165","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3,12]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=imif20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=imif20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2026-03-12","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}