{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,25]],"date-time":"2026-09-25T04:35:52Z","timestamp":1790310952337,"version":"4.1.0"},"reference-count":22,"publisher":"Wiley","issue":"3","license":[{"start":{"date-parts":[[2024,11,21]],"date-time":"2024-11-21T00:00:00Z","timestamp":1732147200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Clinical Oral Implants Res"],"published-print":{"date-parts":[[2025,3]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Objectives<\/jats:title>\n                    <jats:p>To investigate the reliability and time efficiency of the conventional compared to the automatic artificial intelligence (AI) segmentation of the mandibular canal and registration of the CBCT with the model scan data, in relation to clinician's experience.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Materials and Methods<\/jats:title>\n                    <jats:p>Twenty clinicians, 10 with a moderate and 10 with a high experience in computer\u2010assisted implant planning, were asked to perform a bilateral localization of the mandibular canal, followed by a registration of the intraoral model scan with the CBCT. Subsequently, for each data set and each participant, the same operations were performed utilizing the AI tool. Statistical significance was assessed via a mixed model (using the PROC MIXED statement and the compound symmetry covariance structure).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      The mean time for the segmentation of the mandibular canals and the registration of the models was 4.75 (2.03)min for the manual and 2.03 (0.36) min for the AI\u2010automated operations (\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&lt;\u20090.001). The mean discrepancy in the mandibular canals was 0.71 (1.80)\u2009mm RMS error for the manual segmentation and 0.68 (0.36) RMS error for the AI\u2010assisted segmentation (\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&gt;\u20090.05). For the registration between the CBCT and the intraoral scans, the mean discrepancy was 0.45 (0.16)\u2009mm for the manual and 0.37 (0.07)\u2009mm for the AI\u2010assisted superimposition (\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&gt;\u20090.05).\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>AI\u2010automated implant planning tools are feasible options that can lead to a similar or better accuracy compared to the conventional manual workflow, providing improved time efficiency for both experienced and less experienced users. Further research including a variety of software and data sets is required to be able to generalize the outcomes of the present study.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1111\/clr.14382","type":"journal-article","created":{"date-parts":[[2024,11,21]],"date-time":"2024-11-21T23:14:47Z","timestamp":1732230887000},"page":"290-297","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Comparison Between Conventional and Artificial Intelligence\u2010Assisted Setup for Digital Implant Planning: Accuracy, Time\u2010Efficiency, and User Experience"],"prefix":"10.1111","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1349-2548","authenticated-orcid":false,"given":"Panagiotis","family":"Ntovas","sequence":"first","affiliation":[{"name":"Department of Prosthodontics Tufts University School of Dental Medicine  Boston Massachusetts USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Laurent","family":"Marchand","sequence":"additional","affiliation":[{"name":"Department of Prosthodontics Tufts University School of Dental Medicine  Boston Massachusetts USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Albrect","family":"Schnappauf","sequence":"additional","affiliation":[{"name":"Dental\u2010Wings  Chemnitz Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matthew","family":"Finkelman","sequence":"additional","affiliation":[{"name":"Department of Public Health and Community Service Tufts University of Dental Medicine  Boston Massachusetts USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marta","family":"Revilla\u2010Leon","sequence":"additional","affiliation":[{"name":"Department of Prosthodontics Tufts University School of Dental Medicine  Boston Massachusetts USA"},{"name":"Department of Restorative Dentistry School of Dentistry, University of Washington  Seattle Washington USA"},{"name":"Faculty and Director of Research and Digital Dentistry Kois Center  Seattle Washington USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wael","family":"Att","sequence":"additional","affiliation":[{"name":"Private Practice The Face Dental Group  Boston Massachusetts USA"},{"name":"Professor, Department of Prosthodontics University Hospital of Freiburg  Freiburg Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2024,11,21]]},"reference":[{"key":"e_1_2_10_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00784\u2010016\u20102014\u2010x"},{"key":"e_1_2_10_3_1","doi-asserted-by":"publisher","DOI":"10.1259\/dmfr.20150298"},{"key":"e_1_2_10_4_1","doi-asserted-by":"publisher","DOI":"10.11607\/jomi.5556"},{"key":"e_1_2_10_5_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598\u2010022\u201006483\u20102"},{"key":"e_1_2_10_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00784\u2010023\u201005303\u20109"},{"key":"e_1_2_10_7_1","doi-asserted-by":"publisher","DOI":"10.3390\/jcm12041490"},{"key":"e_1_2_10_8_1","doi-asserted-by":"publisher","DOI":"10.1111\/clr.12925"},{"key":"e_1_2_10_9_1","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph19010560"},{"key":"e_1_2_10_10_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598\u2010020\u201062321\u20103"},{"key":"e_1_2_10_11_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12903\u2010020\u201001208\u20101"},{"key":"e_1_2_10_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jdent.2021.103891"},{"key":"e_1_2_10_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00784\u2010021\u201004082\u20105"},{"key":"e_1_2_10_14_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12903\u2010021\u201001983\u20105"},{"key":"e_1_2_10_15_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598\u2010023\u201037798\u20103"},{"key":"e_1_2_10_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00784\u2010022\u201004533\u20107"},{"key":"e_1_2_10_17_1","doi-asserted-by":"publisher","DOI":"10.1111\/clr.13863"},{"key":"e_1_2_10_18_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1600\u20100501.2012.02546.x"},{"key":"e_1_2_10_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.prosdent.2021.05.008"},{"key":"e_1_2_10_20_1","doi-asserted-by":"publisher","DOI":"10.1111\/cid.12614"},{"key":"e_1_2_10_21_1","doi-asserted-by":"publisher","DOI":"10.5037\/jomr.2014.5402"},{"key":"e_1_2_10_22_1","doi-asserted-by":"publisher","DOI":"10.1111\/prd.12056"},{"key":"e_1_2_10_23_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598\u2010022\u201011677\u20109"}],"container-title":["Clinical 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