{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T01:46:05Z","timestamp":1775094365934,"version":"3.50.1"},"reference-count":37,"publisher":"IOP Publishing","issue":"1","license":[{"start":{"date-parts":[[2025,6,6]],"date-time":"2025-06-06T00:00:00Z","timestamp":1749168000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/publishingsupport.iopscience.iop.org\/iop-standard\/v1"},{"start":{"date-parts":[[2025,6,6]],"date-time":"2025-06-06T00:00:00Z","timestamp":1749168000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/iopscience.iop.org\/info\/page\/text-and-data-mining"}],"content-domain":{"domain":["iopscience.iop.org"],"crossmark-restriction":false},"short-container-title":["Med. Eng. Phys."],"published-print":{"date-parts":[[2025,8,1]]},"DOI":"10.1016\/j.medengphy.2025.104377","type":"journal-article","created":{"date-parts":[[2025,6,6]],"date-time":"2025-06-06T19:15:30Z","timestamp":1749237330000},"page":"104377","update-policy":"https:\/\/doi.org\/10.1088\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["An enhanced UHMWPE wear particle detection approach based on YOLOv9"],"prefix":"10.1088","volume":"142","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-7815-4735","authenticated-orcid":true,"given":"Lingmeng","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingzhen","family":"Deng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Steven","family":"Su","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5504-6717","authenticated-orcid":true,"given":"Richard M.","family":"Hall","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8719-0323","authenticated-orcid":true,"given":"J.L.","family":"Tipper","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"266","published-online":{"date-parts":[[2025,6,6]]},"reference":[{"key":"br0010","first-page":"1","type":"other","article-title":"A review of uhmwpe wear-induced osteolysis: the role for early detection of the immune response","volume":"4","author":"Kandahari","year":"2016"},{"key":"br0020","first-page":"402","type":"other","article-title":"Aseptic loosening","volume":"11","author":"Wooley","year":"2004"},{"key":"br0030","first-page":"1620","type":"other","article-title":"Particle-induced osteolysis: the role of inflammatory cells and cytokines in bone resorption","volume":"95","author":"Wooley","year":"2013"},{"key":"br0040","type":"other","article-title":"Detection algorithm of safety helmet wearing based on deep learning","volume":"33","author":"Huang","year":"2021"},{"key":"br0050","first-page":"1160","type":"other","article-title":"Automated detection of pulmonary nodules in ct images: false positive reduction using multi-view convolutional networks","volume":"35","author":"Setio","year":"2016"},{"key":"br0060","first-page":"1","type":"other","article-title":"Artificial intelligence in retina","volume":"67","author":"Schmidt-Erfurth","year":"2018"},{"key":"br0070","first-page":"115","type":"other","article-title":"Dermatologist-level classification of skin cancer with deep neural networks","volume":"542","author":"Esteva","year":"2017"},{"key":"br0080","first-page":"60","type":"other","article-title":"A survey on deep learning in medical image analysis","volume":"42","author":"Litjens","year":"2017"},{"key":"br0090","first-page":"2980","author":"Lin","year":"2017","type":"other"},{"key":"br0100","type":"other","article-title":"Detection method of wheat spike improved Yolov5s based on the attention mechanism","volume":"13","author":"Zang","year":"2022"},{"key":"br0110","first-page":"18","type":"other","article-title":"Brain tumor segmentation with deep neural networks","volume":"35","author":"Havaei","year":"2017"},{"key":"br0120","first-page":"2402","type":"other","article-title":"Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs","volume":"316","author":"Gulshan","year":"2016"},{"key":"br0130","first-page":"4165","type":"other","article-title":"Detecting and classifying lesions in mammograms with deep learning","volume":"8","author":"Ribli","year":"2018"},{"key":"br0140","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1167\/iovs.17-21807","type":"other","article-title":"Automated segmentation and disease classification using deep learning on retinal oct images","volume":"58","author":"Venhuizen","year":"2017"},{"key":"br0150","type":"other","article-title":"Automated detection of white matter hyperintensities of all sizes in cerebral small vessel disease","volume":"28","author":"Biesbroek","year":"2020"},{"key":"br0160","first-page":"123","type":"other","article-title":"The use of deep learning in the analysis of histopathological images","volume":"242","author":"Ciompi","year":"2017"},{"key":"br0170","type":"other","article-title":"A deep learning-based approach for myocardium segmentation in late-enhancement mri images","volume":"2020","author":"Fahmy","year":"2020"},{"key":"br0180","first-page":"123","type":"other","article-title":"Automated system for the analysis of polymer wear debris in total disc arthroplasty","volume":"45","author":"Sushil","year":"2023"},{"key":"br0190","first-page":"1356","type":"other","article-title":"The effect of anterior\u2013posterior shear load on the wear of prodisc-l tdr","volume":"19","author":"Vicars","year":"2010"},{"key":"br0200","first-page":"43","type":"other","article-title":"Wear and biological effects of a semi-constrained total disc replacement subject to modified iso standard test conditions","volume":"44","author":"Hyde","year":"2015"},{"key":"br0210","first-page":"125","type":"other","article-title":"Computer-aided procedure for counting waterfowl on aerial photographs","volume":"18","author":"Bajzak","year":"1990"},{"key":"br0220","first-page":"255","type":"other","article-title":"Isolation and characterization of uhmwpe wear particles down to 50 nm from prodisc-l total disc replacements","volume":"215","author":"Hall","year":"2001"},{"key":"br0230","first-page":"512","type":"other","article-title":"Quantitative analysis of polyethylene wear debris associated with uncemented acetabular cup: a retrieval study","volume":"53","author":"Tipper","year":"2000"},{"key":"br0240","first-page":"1603","type":"other","article-title":"Wear rates of highly cross-linked polyethylene humeral liners subjected to alternating cycles of glenohumeral flexion and abduction","volume":"29","author":"Peers","year":"2020"},{"key":"br0250","first-page":"1263","type":"other","article-title":"Learning from imbalanced data","volume":"21","author":"He","year":"2009"},{"key":"br0260","author":"Wang","type":"other"},{"key":"br0270","first-page":"4589","type":"other","article-title":"Improved YOLOv5 network for real-time object detection in vehicle-mounted camera capture scenarios","volume":"23","author":"Ren","year":"2023"},{"key":"br0280","first-page":"89","type":"other","article-title":"Yolo-v9 for real-time object recognition in smart home applications","volume":"8","author":"Garcia","year":"2023"},{"key":"br0290","first-page":"210","type":"other","article-title":"Yolo-v9-based object detection system for industrial robotics","volume":"33","author":"Chen","year":"2021"},{"key":"br0300","author":"Wang","type":"other"},{"key":"br0310","first-page":"303","type":"other","article-title":"The Pascal visual object classes (voc) challenge","volume":"88","author":"Everingham","year":"2010"},{"key":"br0320","first-page":"740","type":"other","article-title":"Microsoft coco: common objects in context","author":"Lin","year":"2014"},{"key":"br0330","first-page":"98","type":"other","article-title":"The Pascal visual object classes challenge: a retrospective","volume":"111","author":"Everingham","year":"2015"},{"key":"br0340","first-page":"2076","type":"other","article-title":"Crosslinked polyethylene for total hip arthroplasty: clinical results at a minimum of ten years","volume":"88","author":"Oral","year":"2006"},{"key":"br0350","author":"Kurtz","year":"2011","type":"other"},{"key":"br0360","first-page":"432","type":"other","article-title":"The wear of total knee replacement prostheses","volume":"84","author":"Dumbleton","year":"2002"},{"key":"br0370","first-page":"1925","type":"other","article-title":"Vitamin e-blended uhmwpe biomaterials","volume":"474","author":"Kurtz","year":"2016"}],"container-title":["Medical Engineering &amp; Physics"],"original-title":[],"link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1350453325000967?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1350453325000967?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/iopscience.iop.org\/article\/10.1016\/j.medengphy.2025.104377","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/iopscience.iop.org\/article\/10.1016\/j.medengphy.2025.104377\/pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/iopscience.iop.org\/article\/10.1016\/j.medengphy.2025.104377\/pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/iopscience.iop.org\/article\/10.1016\/j.medengphy.2025.104377\/pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T15:01:38Z","timestamp":1769094098000},"score":1,"resource":{"primary":{"URL":"https:\/\/iopscience.iop.org\/article\/10.1016\/j.medengphy.2025.104377"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,6]]},"references-count":37,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2025,6,6]]},"published-print":{"date-parts":[[2025,8,1]]}},"URL":"https:\/\/doi.org\/10.1016\/j.medengphy.2025.104377","relation":{},"ISSN":["1350-4533","1873-4030"],"issn-type":[{"value":"1350-4533","type":"print"},{"value":"1873-4030","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,6,6]]},"assertion":[{"value":"An enhanced UHMWPE wear particle detection approach based on YOLOv9","name":"article_title","label":"Article Title"},{"value":"Medical Engineering & Physics","name":"journal_title","label":"Journal Title"},{"value":"paper","name":"article_type","label":"Article Type"},{"value":"\u00a9 2025 Institute of Physics and Engineering in Medicine. All rights, including for text and data mining, AI training, and similar technologies, are reserved.","name":"copyright_information","label":"Copyright Information"},{"value":"2024-08-04","name":"date_received","label":"Date Received","group":{"name":"publication_dates","label":"Publication dates"}},{"value":"2025-05-29","name":"date_accepted","label":"Date Accepted","group":{"name":"publication_dates","label":"Publication dates"}},{"value":"2025-06-06","name":"date_epub","label":"Online publication date","group":{"name":"publication_dates","label":"Publication dates"}}]}}