AI-assisted treatment planning for dental implant placement: Clinical vs AI-generated plans
Background: Dental implant placement is a critical procedure in modern dentistry, requiring precise treatment planning to ensure successful outcomes. Traditionally, treatment planning has relied on the expertise of clinicians, but recent advancements in artificial intelligence (AI) have opened up th...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Wolters Kluwer Medknow Publications
2024-01-01
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| Series: | Journal of Pharmacy and Bioallied Sciences |
| Subjects: | |
| Online Access: | http://www.jpbsonline.org/article.asp?issn=0975-7406;year=2024;volume=16;issue=5;spage=939;epage=941;aulast=Satapathy |
| _version_ | 1827293064946778112 |
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| author | Sukanta K Satapathy Aishwarya Kunam Rashme Rashme Pooja Priyadarshini Sudarsanam Anuj Gupta H S Kiran Kumar |
| author_facet | Sukanta K Satapathy Aishwarya Kunam Rashme Rashme Pooja Priyadarshini Sudarsanam Anuj Gupta H S Kiran Kumar |
| author_sort | Sukanta K Satapathy |
| collection | DOAJ |
| description | Background: Dental implant placement is a critical procedure in modern dentistry, requiring precise treatment planning to ensure successful outcomes. Traditionally, treatment planning has relied on the expertise of clinicians, but recent advancements in artificial intelligence (AI) have opened up the possibility of AI-assisted treatment planning. Materials and Methods: Twenty patients requiring dental implant placement were included in this comparative study. For each patient, a clinical treatment plan was created by an experienced dentist, while an AI algorithm, trained on a dataset of implant placement cases, generated an alternative plan. Various parameters, including implant position, angulation, and depth, were compared between the two plans. Surgical templates were fabricated based on both plans to guide implant placement accurately. Results: The results of this study indicate that AI-generated treatment plans closely align with clinical plans in terms of implant positioning, angulation, and depth. Mean discrepancies of less than 1 mm and 2 degrees were observed for implant position and angulation, respectively, between the two planning methods. The AI-generated plans also showed a reduction in planning time, averaging 10 min compared to the clinical planning, which averaged 30 min per case. Additionally, the surgical templates based on AI-generated plans exhibited similar accuracy in implant placement as those based on clinical plans. Conclusion: AI-assisted treatment planning for dental implant placement demonstrates promising results in terms of accuracy and efficiency. |
| first_indexed | 2024-04-24T13:17:49Z |
| format | Article |
| id | doaj.art-0575dbadecfc4442a8810bc8e9213e45 |
| institution | Directory Open Access Journal |
| issn | 0975-7406 |
| language | English |
| last_indexed | 2024-04-24T13:17:49Z |
| publishDate | 2024-01-01 |
| publisher | Wolters Kluwer Medknow Publications |
| record_format | Article |
| series | Journal of Pharmacy and Bioallied Sciences |
| spelling | doaj.art-0575dbadecfc4442a8810bc8e9213e452024-04-04T16:37:41ZengWolters Kluwer Medknow PublicationsJournal of Pharmacy and Bioallied Sciences0975-74062024-01-0116593994110.4103/jpbs.jpbs_1121_23AI-assisted treatment planning for dental implant placement: Clinical vs AI-generated plansSukanta K SatapathyAishwarya KunamRashme RashmePooja Priyadarshini SudarsanamAnuj GuptaH S Kiran KumarBackground: Dental implant placement is a critical procedure in modern dentistry, requiring precise treatment planning to ensure successful outcomes. Traditionally, treatment planning has relied on the expertise of clinicians, but recent advancements in artificial intelligence (AI) have opened up the possibility of AI-assisted treatment planning. Materials and Methods: Twenty patients requiring dental implant placement were included in this comparative study. For each patient, a clinical treatment plan was created by an experienced dentist, while an AI algorithm, trained on a dataset of implant placement cases, generated an alternative plan. Various parameters, including implant position, angulation, and depth, were compared between the two plans. Surgical templates were fabricated based on both plans to guide implant placement accurately. Results: The results of this study indicate that AI-generated treatment plans closely align with clinical plans in terms of implant positioning, angulation, and depth. Mean discrepancies of less than 1 mm and 2 degrees were observed for implant position and angulation, respectively, between the two planning methods. The AI-generated plans also showed a reduction in planning time, averaging 10 min compared to the clinical planning, which averaged 30 min per case. Additionally, the surgical templates based on AI-generated plans exhibited similar accuracy in implant placement as those based on clinical plans. Conclusion: AI-assisted treatment planning for dental implant placement demonstrates promising results in terms of accuracy and efficiency.http://www.jpbsonline.org/article.asp?issn=0975-7406;year=2024;volume=16;issue=5;spage=939;epage=941;aulast=Satapathyaccuracyai-assisted planningclinical expertisedental implant placementdentistryefficiencysurgical templatestreatment planning |
| spellingShingle | Sukanta K Satapathy Aishwarya Kunam Rashme Rashme Pooja Priyadarshini Sudarsanam Anuj Gupta H S Kiran Kumar AI-assisted treatment planning for dental implant placement: Clinical vs AI-generated plans Journal of Pharmacy and Bioallied Sciences accuracy ai-assisted planning clinical expertise dental implant placement dentistry efficiency surgical templates treatment planning |
| title | AI-assisted treatment planning for dental implant placement: Clinical vs AI-generated plans |
| title_full | AI-assisted treatment planning for dental implant placement: Clinical vs AI-generated plans |
| title_fullStr | AI-assisted treatment planning for dental implant placement: Clinical vs AI-generated plans |
| title_full_unstemmed | AI-assisted treatment planning for dental implant placement: Clinical vs AI-generated plans |
| title_short | AI-assisted treatment planning for dental implant placement: Clinical vs AI-generated plans |
| title_sort | ai assisted treatment planning for dental implant placement clinical vs ai generated plans |
| topic | accuracy ai-assisted planning clinical expertise dental implant placement dentistry efficiency surgical templates treatment planning |
| url | http://www.jpbsonline.org/article.asp?issn=0975-7406;year=2024;volume=16;issue=5;spage=939;epage=941;aulast=Satapathy |
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