{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T15:57:54Z","timestamp":1775145474395,"version":"3.50.1"},"reference-count":46,"publisher":"Informa UK Limited","issue":"1","license":[{"start":{"date-parts":[[2025,7,18]],"date-time":"2025-07-18T00:00:00Z","timestamp":1752796800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Connection Science"],"published-print":{"date-parts":[[2025,12,31]]},"DOI":"10.1080\/09540091.2025.2533867","type":"journal-article","created":{"date-parts":[[2025,7,19]],"date-time":"2025-07-19T02:47:02Z","timestamp":1752893222000},"update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":1,"title":["An experimental evaluation of deep learning-based models for acne severity classification in humans"],"prefix":"10.1080","volume":"37","author":[{"given":"Ayesha","family":"Shaik","sequence":"first","affiliation":[{"name":"Vellore Institute of Technology","place":["Chennai, India"]},{"name":"Vellore Institute of Technology","place":["Chennai, India"]}]},{"given":"Jincy Jis","family":"Kanichai","sequence":"additional","affiliation":[{"name":"Vellore Institute of Technology","place":["Chennai, India"]}]},{"given":"Aleena Bosco","family":"Kurumthottam","sequence":"additional","affiliation":[{"name":"Vellore Institute of Technology","place":["Chennai, India"]}]},{"given":"Vidul","family":"Garg","sequence":"additional","affiliation":[{"name":"Vellore Institute of Technology","place":["Chennai, India"]}]},{"given":"Balasundaram","family":"Ananthakrishnan","sequence":"additional","affiliation":[{"name":"Vellore Institute of Technology","place":["Chennai, India"]},{"name":"Vellore Institute of Technology","place":["Chennai, India"]}]}],"member":"301","published-online":{"date-parts":[[2025,7,18]]},"reference":[{"key":"e_1_3_2_2_1","doi-asserted-by":"publisher","DOI":"10.1117\/12.2216444"},{"key":"e_1_3_2_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/EIT.2016.7535331"},{"key":"e_1_3_2_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuri.2021.100034"},{"key":"e_1_3_2_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jaad.2022.08.028"},{"key":"e_1_3_2_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/ElConRus51938.2021.9396382"},{"key":"e_1_3_2_7_1","doi-asserted-by":"publisher","DOI":"10.3390\/healthcare12121192"},{"key":"e_1_3_2_8_1","unstructured":"Hair Skin. (2024 October). 72 Acne Statistics: Insights into Prevalence Impacts and Treatments. 72 Acne Statistics. Retrieved from https:\/\/hairskin.com\/en\/blog\/acne-statistics\/"},{"key":"e_1_3_2_9_1","doi-asserted-by":"publisher","DOI":"10.33166\/AETiC.2017.10.01"},{"key":"e_1_3_2_10_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1346-8138.2007.00403.x-i1"},{"key":"e_1_3_2_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_12_1","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics12081879"},{"key":"e_1_3_2_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3138021"},{"key":"e_1_3_2_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICTS.2019.8850935"},{"key":"e_1_3_2_15_1","unstructured":"Kaggle. (2024). Acne04 Dataset. Acne Dataset. Retrieved from https:\/\/www.kaggle.com\/datasets\/jincyjis\/acne04"},{"key":"e_1_3_2_16_1","doi-asserted-by":"publisher","DOI":"10.21203\/rs.3.rs-3957770\/v1"},{"key":"e_1_3_2_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2023.3273851"},{"key":"e_1_3_2_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eij.2024.100502"},{"key":"e_1_3_2_19_1","first-page":"12","article-title":"Healthcare ledger management: A blockchain and machine learning-enabled novel and secure architecture for medical industry","volume":"12","author":"Khan A. A.","year":"2022","unstructured":"Khan, A. A., Laghari, A. A., Shafiq, M., Cheikhrouhou, O., Alhakami, W., Hamam, H., & Shaikh, Z. A. (2022). Healthcare ledger management: A blockchain and machine learning-enabled novel and secure architecture for medical industry. Human-centric Computing and Information Sciences, 12, 12\u201355.","journal-title":"Human-centric Computing and Information Sciences"},{"key":"e_1_3_2_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuri.2021.100030"},{"key":"e_1_3_2_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3194195"},{"key":"e_1_3_2_22_1","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics14101040"},{"key":"e_1_3_2_23_1","doi-asserted-by":"publisher","DOI":"10.1111\/srt.v26.2"},{"key":"e_1_3_2_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM52615.2021.9669431"},{"key":"e_1_3_2_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.120312"},{"key":"e_1_3_2_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM55620.2022.9995101"},{"key":"e_1_3_2_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2022.106911"},{"key":"e_1_3_2_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2017.8280925"},{"key":"e_1_3_2_29_1","doi-asserted-by":"publisher","DOI":"10.21203\/rs.3.rs-3109197\/v1"},{"key":"e_1_3_2_30_1","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1962\/1\/012041"},{"key":"e_1_3_2_31_1","doi-asserted-by":"crossref","unstructured":"Prokhorov K. & Kalinin A. A. (2024). Improving Acne Image Grading with Label Distribution Smoothing. arXiv preprint arXiv:2403.00268.","DOI":"10.1109\/ISBI56570.2024.10635668"},{"key":"e_1_3_2_32_1","doi-asserted-by":"publisher","DOI":"10.2147\/CCID.S360450"},{"key":"e_1_3_2_33_1","doi-asserted-by":"publisher","DOI":"10.21107\/rekayasa.v15i2"},{"key":"e_1_3_2_34_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-024-01103-x"},{"key":"e_1_3_2_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00403-024-03650-5"},{"key":"e_1_3_2_36_1","doi-asserted-by":"publisher","DOI":"10.1111\/exd.v28.11"},{"key":"e_1_3_2_37_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-24204-6"},{"issue":"5","key":"e_1_3_2_38_1","first-page":"3555","article-title":"Facial acne classification","volume":"5","author":"Shetty A.","year":"2023","unstructured":"Shetty, A. (2023). Facial acne classification. International Research Journal of Modernization in Engineering Technology and Science, 5(5), 3555\u20133559.","journal-title":"International Research Journal of Modernization in Engineering Technology and Science"},{"key":"e_1_3_2_39_1","unstructured":"Simonyan K. & Zisserman A. (2014). Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556."},{"key":"e_1_3_2_40_1","unstructured":"Tan M. & Le Q. (2019). Efficientnet: Rethinking model scaling for convolutional neural networks. In International Conference on Machine Learning (pp. 6105\u20136114)."},{"key":"e_1_3_2_41_1","doi-asserted-by":"publisher","DOI":"10.3389\/fmed.2024.1331895"},{"key":"e_1_3_2_42_1","doi-asserted-by":"publisher","DOI":"10.3233\/thc-228014"},{"key":"e_1_3_2_43_1","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.12760"},{"key":"e_1_3_2_44_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13555-021-00541-9"},{"key":"e_1_3_2_45_1","doi-asserted-by":"publisher","DOI":"10.3389\/fmed.2024.1344314"},{"key":"e_1_3_2_46_1","doi-asserted-by":"publisher","DOI":"10.3390\/s22186828"},{"key":"e_1_3_2_47_1","unstructured":"Zhao T. Zhang H. & Spoelstra J. (2019). A computer vision application for assessing facial acne severity from selfie images. arXiv preprint arXiv:1907.07901."}],"container-title":["Connection Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/09540091.2025.2533867","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,19]],"date-time":"2025-12-19T03:35:36Z","timestamp":1766115336000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/09540091.2025.2533867"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,18]]},"references-count":46,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2025,12,31]]}},"alternative-id":["10.1080\/09540091.2025.2533867"],"URL":"https:\/\/doi.org\/10.1080\/09540091.2025.2533867","relation":{},"ISSN":["0954-0091","1360-0494"],"issn-type":[{"value":"0954-0091","type":"print"},{"value":"1360-0494","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,7,18]]},"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=ccos20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ccos20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2024-09-18","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-07-09","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-07-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"2533867"}}