{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T01:39:33Z","timestamp":1769737173959,"version":"3.49.0"},"reference-count":61,"publisher":"Informa UK Limited","issue":"6","license":[{"start":{"date-parts":[[2023,8,20]],"date-time":"2023-08-20T00:00:00Z","timestamp":1692489600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001787","name":"University of South Australia","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001787","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007912","name":"Department of Education and Training","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100007912","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization"],"published-print":{"date-parts":[[2023,11,2]]},"DOI":"10.1080\/21681163.2023.2244601","type":"journal-article","created":{"date-parts":[[2023,8,20]],"date-time":"2023-08-20T13:48:05Z","timestamp":1692539285000},"page":"2516-2529","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":7,"title":["Non-invasive and non-contact automatic jaundice detection of infants based on random forest"],"prefix":"10.1080","volume":"11","author":[{"given":"Fatema-Tuz-Zohra","family":"Khanam","sequence":"first","affiliation":[{"name":"STEM, University of South Australia, Mawson Lakes, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ali","family":"Al-Naji","sequence":"additional","affiliation":[{"name":"Electrical Engineering Technical College, Middle Technical University, Baghdad, Iraq"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Asanka G.","family":"Perera","sequence":"additional","affiliation":[{"name":"School of Engineering and Information Technology, University of New South Wales, Canberra, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Danyi","family":"Wang","sequence":"additional","affiliation":[{"name":"STEM, University of South Australia, Mawson Lakes, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Javaan","family":"Chahl","sequence":"additional","affiliation":[{"name":"STEM, University of South Australia, Mawson Lakes, Australia"},{"name":"Platforms Division, Defence Science and Technology Group, Edinburgh, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"301","published-online":{"date-parts":[[2023,8,20]]},"reference":[{"issue":"5","key":"e_1_3_2_2_1","first-page":"272","article-title":"Random forests and decision trees","volume":"9","author":"Ali J","year":"2012","unstructured":"Ali J, Khan R, Ahmad N, Maqsood I. 2012. Random forests and decision trees. Int J Comput Sci Iss (IJCSI). 9(5):272.","journal-title":"Int J Comput Sci Iss (IJCSI)"},{"key":"e_1_3_2_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-34995-0_20"},{"key":"e_1_3_2_4_1","doi-asserted-by":"publisher","DOI":"10.1177\/0969141320974413"},{"key":"e_1_3_2_5_1","article-title":"Neonatal Jaundice","author":"Ansong-Assoku B","year":"2018","unstructured":"Ansong-Assoku B, Ankola PA. 2018. Neonatal Jaundice. Neonatal jaund.","journal-title":"Neonatal jaund"},{"key":"e_1_3_2_6_1","doi-asserted-by":"publisher","DOI":"10.1111\/apa.15287"},{"key":"e_1_3_2_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-016-0523-4"},{"key":"e_1_3_2_8_1","first-page":"4","volume-title":"Pattern recognition and machine learning","author":"Bishop CM","year":"2006","unstructured":"Bishop CM, Nasrabadi NM. 2006. Pattern recognition and machine learning. Vol. 4. Newyork: Springer; p. 4."},{"key":"e_1_3_2_9_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"e_1_3_2_10_1","volume-title":"Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXI","author":"Castro-Ramos J","year":"2014","unstructured":"Castro-Ramos J, Toxqui-Quitl C, Manriquez FV, Orozco-Guillen E, Padilla-Vivanco A, S\u00e1nchez-Escobar JJ. 2014. Detecting jaundice by using digital image processing. Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXI; SPIE."},{"issue":"3","key":"e_1_3_2_11_1","first-page":"248","article-title":"Neonatal jaundice detection system using CNN algorithm and image processing","volume":"11","author":"Chakraborty A","year":"2020","unstructured":"Chakraborty A, Goud S, Shetty V, Bhattacharyya B. 2020. Neonatal jaundice detection system using CNN algorithm and image processing. Int J Electric Engg Technol. 11(3):248\u2013264.","journal-title":"Int J Electric Engg Technol"},{"key":"e_1_3_2_12_1","doi-asserted-by":"publisher","DOI":"10.12809\/hkmj187245"},{"key":"e_1_3_2_13_1","doi-asserted-by":"publisher","DOI":"10.1034\/j.1600-0846.2003.00024.x"},{"key":"e_1_3_2_14_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41390-019-0384-x"},{"key":"e_1_3_2_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/i-PACT44901.2019.8960054"},{"key":"e_1_3_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2632048.2632076"},{"key":"e_1_3_2_17_1","first-page":"1","article-title":"Methods for determining bilirubin level in neonatal jaundice screening and monitoring: a literature review","volume":"10","author":"Dzulkifli FA","year":"2018","unstructured":"Dzulkifli FA, Mashor MY, Khalid K. 2018. Methods for determining bilirubin level in neonatal jaundice screening and monitoring: a literature review. J Eng Res Educ. 10:1\u201310.","journal-title":"J Eng Res Educ"},{"key":"e_1_3_2_18_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1921562117"},{"key":"e_1_3_2_19_1","doi-asserted-by":"publisher","DOI":"10.1542\/pir.15.11.422"},{"key":"e_1_3_2_20_1","doi-asserted-by":"publisher","DOI":"10.17577\/IJERTV4IS080149"},{"key":"e_1_3_2_21_1","volume-title":"Data mining concepts and techniques third edition","author":"Han J","year":"2012","unstructured":"Han J, Kamber M, Pei J. 2012. Data mining concepts and techniques third edition. University of Illinois at Urbana-Champaign Micheline Kamber Jian Pei Simon Fraser University."},{"key":"e_1_3_2_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCITM53167.2021.9677654"},{"key":"e_1_3_2_23_1","doi-asserted-by":"publisher","DOI":"10.3390\/designs5040063"},{"key":"e_1_3_2_24_1","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899X\/1105\/1\/012076"},{"key":"e_1_3_2_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-84858-7"},{"key":"e_1_3_2_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICA.2019.8916752"},{"key":"e_1_3_2_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2006.06.010"},{"issue":"6","key":"e_1_3_2_28_1","first-page":"2395","article-title":"Analytical review on the technologies designed for the better detection and treatment of neonatal jaundice","volume":"8","author":"Katti B","year":"2021","unstructured":"Katti B, Babu BS. 2021. Analytical review on the technologies designed for the better detection and treatment of neonatal jaundice. Int Res J Engg Technol (IRJET). 8(6):2395\u20130056.","journal-title":"Int Res J Engg Technol (IRJET)"},{"key":"e_1_3_2_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/GCCE.2018.8574674"},{"key":"e_1_3_2_30_1","doi-asserted-by":"publisher","DOI":"10.1136\/adc.2008.150714"},{"key":"e_1_3_2_31_1","doi-asserted-by":"publisher","DOI":"10.1080\/21681163.2022.2069598"},{"key":"e_1_3_2_32_1","first-page":"1755","article-title":"Dlib-ml: a machine learning toolkit","volume":"10","author":"King DE","year":"2009","unstructured":"King DE. 2009. Dlib-ml: a machine learning toolkit. J Mach Learn Res. 10:1755\u20131758.","journal-title":"J Mach Learn Res"},{"key":"e_1_3_2_33_1","doi-asserted-by":"publisher","DOI":"10.5120\/ijca2016911180"},{"key":"e_1_3_2_34_1","doi-asserted-by":"publisher","DOI":"10.4103\/0377-2063.123765"},{"key":"e_1_3_2_35_1","doi-asserted-by":"publisher","DOI":"10.1503\/cmaj.122117"},{"issue":"1","key":"e_1_3_2_36_1","first-page":"25","article-title":"PCA-based feature extraction and k-NN algorithm for early jaundice detection","volume":"1","author":"Mansor MN","year":"2011","unstructured":"Mansor MN, Yaacob S, Muthusamy H, Nisha S. 2011. PCA-based feature extraction and k-NN algorithm for early jaundice detection. System. 1(1):25\u201329.","journal-title":"System"},{"issue":"3","key":"e_1_3_2_37_1","first-page":"633","article-title":"A comparison between transcutaneous bilirubin (TcB) and total serum bilirubin (TSB) measurements in term neonates","volume":"3","author":"Mansouri M","year":"2015","unstructured":"Mansouri M, Mahmoodnejad A, Taghizadeh Sarvestani R, Gharibi F. 2015. A comparison between transcutaneous bilirubin (TcB) and total serum bilirubin (TSB) measurements in term neonates. Int J Pediatr. 3(3.1):633\u2013641.","journal-title":"Int J Pediatr"},{"key":"e_1_3_2_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/GHTC46095.2019.9033059"},{"key":"e_1_3_2_39_1","volume-title":"Machine learning","author":"Mitchell TM","year":"2007","unstructured":"Mitchell TM. 2007. Machine learning. Vol. 1. McGraw-hill New York."},{"key":"e_1_3_2_40_1","doi-asserted-by":"publisher","DOI":"10.1111\/apa.14141"},{"key":"e_1_3_2_41_1","doi-asserted-by":"publisher","DOI":"10.1111\/apa.14142"},{"key":"e_1_3_2_42_1","volume-title":"Project for the digital signal processing course","author":"mTkalcic M","year":"2002","unstructured":"mTkalcic M, Tasic F. 2002. Project for the digital signal processing course. University of Ljubljana Colour spaces."},{"issue":"3","key":"e_1_3_2_43_1","first-page":"333","article-title":"Determining the correlation and accuracy of three methods of measuring neonatal bilirubin concentration","volume":"23","author":"Mussavi M","year":"2013","unstructured":"Mussavi M, Niknafs P, Bijari B. 2013. Determining the correlation and accuracy of three methods of measuring neonatal bilirubin concentration. Iran J Pediatr. 23(3):333.","journal-title":"Iran J Pediatr"},{"key":"e_1_3_2_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/IECBES.2014.7047514"},{"key":"e_1_3_2_45_1","doi-asserted-by":"publisher","DOI":"10.5812\/ijp.84397"},{"key":"e_1_3_2_46_1","doi-asserted-by":"publisher","DOI":"10.5937\/fme2002468P"},{"key":"e_1_3_2_47_1","doi-asserted-by":"publisher","DOI":"10.9790\/0853-0131728"},{"key":"e_1_3_2_48_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.c2409"},{"key":"e_1_3_2_49_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpeds.2007.11.003"},{"key":"e_1_3_2_50_1","doi-asserted-by":"publisher","DOI":"10.3760\/cma.j.issn.0578-1310.2016.08.008"},{"issue":"1","key":"e_1_3_2_51_1","first-page":"212","article-title":"Validity of visual assessment of neonatal jaundice for screening significant hyperbilirubinaemia","volume":"69","author":"Shafiq MF","year":"2019","unstructured":"Shafiq MF, Ahmed Z, Ahmad AM. 2019. Validity of visual assessment of neonatal jaundice for screening significant hyperbilirubinaemia. PAFMJ. 69(1):212\u2013216.","journal-title":"PAFMJ"},{"key":"e_1_3_2_52_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-2354-6_27"},{"key":"e_1_3_2_53_1","doi-asserted-by":"publisher","DOI":"10.1109\/INVENTIVE.2016.7830209"},{"key":"e_1_3_2_54_1","doi-asserted-by":"publisher","DOI":"10.1109\/IC3IOT53935.2022.9767938"},{"key":"e_1_3_2_55_1","volume-title":"Colour spaces: perceptual, historical and applicational background","author":"Tkalcic M","year":"2003","unstructured":"Tkalcic M, Tasic JF. 2003. Colour spaces: perceptual, historical and applicational background. Vol. 1. Ljubljana, Slovenia: IEEE."},{"key":"e_1_3_2_56_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCNT45670.2019.8944455"},{"issue":"5","key":"e_1_3_2_57_1","first-page":"558","article-title":"Hyperbilirubinemia in neonates: types, causes, clinical examinations, preventive measures and treatments: a narrative review article","volume":"45","author":"Ullah S","year":"2016","unstructured":"Ullah S, Rahman K, Hedayati M. 2016. Hyperbilirubinemia in neonates: types, causes, clinical examinations, preventive measures and treatments: a narrative review article. Iran J Public Health. 45(5):558.","journal-title":"Iran J Public Health"},{"key":"e_1_3_2_58_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMAE.2017.8038631"},{"key":"e_1_3_2_59_1","volume-title":"Proceedings of Graphicon","author":"Vezhnevets V","year":"2003","unstructured":"Vezhnevets V, Sazonov V, Andreeva A. 2003. A survey on pixel-based skin color detection techniques. Proceedings of Graphicon; Russia: Moscow."},{"key":"e_1_3_2_60_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000013087.49260.fb"},{"key":"e_1_3_2_61_1","volume-title":"Neonatal jaundice: clinical guideline","author":"Women\u2019s NCCf, Health Cs","year":"2010","unstructured":"Women\u2019s NCCf, Health Cs. 2010. Neonatal jaundice: clinical guideline. London (UK): National Institute for Health and Clinical Excellence (NICE)."},{"key":"e_1_3_2_62_1","doi-asserted-by":"publisher","DOI":"10.1109\/IEEM.2018.8607352"}],"container-title":["Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/21681163.2023.2244601","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,7]],"date-time":"2024-01-07T06:41:32Z","timestamp":1704609692000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/21681163.2023.2244601"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,20]]},"references-count":61,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2023,11,2]]}},"alternative-id":["10.1080\/21681163.2023.2244601"],"URL":"https:\/\/doi.org\/10.1080\/21681163.2023.2244601","relation":{},"ISSN":["2168-1163","2168-1171"],"issn-type":[{"value":"2168-1163","type":"print"},{"value":"2168-1171","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8,20]]},"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=tciv20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tciv20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2023-02-24","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-07-28","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-08-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}