{"product_id":"ai-in-endodontics-from-diagnosis-to-clinical-decision-making","title":"AI in Endodontics: From Diagnosis to Clinical Decision-Making","description":"\u003cdiv class=\"dentico-course-sheet\" dir=\"ltr\" lang=\"en\"\u003e \u003ch2\u003eAI in Endodontics: From Diagnosis to Clinical Decision-Making\u003c\/h2\u003e \u003cdiv class=\"dentico-course-meta\"\u003e \u003cp\u003e\u003cstrong\u003eCategory:\u003c\/strong\u003e General Medical Topics\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eInstructor(s):\u003c\/strong\u003e Gianluca Gambarini, Kaan Orhan, Chad Duplantis\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eCourse structure:\u003c\/strong\u003e Lessons: 4 lessons | Duration: 2 h 36 min\u003c\/p\u003e \u003c\/div\u003e \u003ch3\u003eCourse overview\u003c\/h3\u003e \u003cdiv class=\"dentico-course-overview\"\u003e \u003cp\u003eArtificial intelligence is rapidly changing the way endodontic conditions are detected, analysed and managed. From automated image segmentation and CBCT analysis to the detection of periapical lesions and root fractures, AI is creating new possibilities for more efficient and data-driven clinical decision-making.\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003eThis course focuses on the principles and clinical applications of AI in endodontics, combining the technological foundations of machine learning and deep learning with practical applications in 2D and 3D image analysis, diagnosis, prognosis and treatment planning.\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003eParticipants will explore how AI systems work, how their accuracy can be evaluated, and where these technologies can add value in everyday endodontic practice.\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003eDuring the course, you will explore:\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003eThe fundamentals of machine learning, deep learning and artificial neural networks in endodontics\u003c\/p\u003e\n\u003cp\u003eAI-based image segmentation and 3D analysis, including CBCT applications and the Dice Similarity Coefficient (DSC)\u003c\/p\u003e\n\u003cp\u003eAI-assisted detection of periapical lesions and root fractures using 2D and 3D imaging\u003c\/p\u003e\n\u003cp\u003eCase-Based Reasoning (CBR) for prognosis and prediction of retreatment outcomes\u003c\/p\u003e\n\u003cp\u003eEmerging applications of AI and robotic surgical endodontics, including current technologies, clinical potential and limitations\u003c\/p\u003e\n\u003cp\u003eCurrent scientific evidence on AI in endodontics through analysis of the literature and clinical cases.\u003c\/p\u003e \u003c\/div\u003e \u003ch3\u003eCourse lessons\u003c\/h3\u003e \u003cdiv class=\"dentico-lesson-list\"\u003e \u003cdiv class=\"dentico-lesson-card\"\u003e \u003ch4 class=\"dentico-lesson-heading\"\u003e \u003cspan class=\"dentico-lesson-number\"\u003eLesson 1.\u003c\/span\u003e \u003cspan class=\"dentico-lesson-name\"\u003eAI Foundations and 3D Segmentation in Endodontics\u003c\/span\u003e \u003c\/h4\u003e \u003cdiv class=\"dentico-lesson-program\"\u003e\n\u003cp\u003eMachine learning and deep learning: key principles and applications in endodontics\u003c\/p\u003e\n\u003cp\u003eArtificial neural networks and their role in AI-based image analysis\u003c\/p\u003e\n\u003cp\u003eImage segmentation in endodontics: principles, workflows and clinical applications\u003c\/p\u003e\n\u003cp\u003eDice Similarity Coefficient (DSC): evaluating the accuracy of AI-based segmentation\u003c\/p\u003e\n\u003cp\u003e3D AI in endodontics: CBCT-based analysis and three-dimensional clinical applications\u003c\/p\u003e\n\u003cp\u003eClinical examples of AI-driven 3D segmentation and image analysis.\u003c\/p\u003e\n\u003c\/div\u003e \u003c\/div\u003e \u003cdiv class=\"dentico-lesson-card\"\u003e \u003ch4 class=\"dentico-lesson-heading\"\u003e \u003cspan class=\"dentico-lesson-number\"\u003eLesson 2.\u003c\/span\u003e \u003cspan class=\"dentico-lesson-name\"\u003eAI in Endodontic Diagnosis, Prognosis and Treatment\u003c\/span\u003e \u003c\/h4\u003e \u003cdiv class=\"dentico-lesson-program\"\u003e\n\u003cp\u003eAI-assisted detection of periapical lesions and applications in endodontic diagnosis\u003c\/p\u003e\n\u003cp\u003eAI-based detection of root fractures: 2D and 3D diagnostic approaches\u003c\/p\u003e\n\u003cp\u003e2D versus 3D AI diagnosis: capabilities, clinical indications and limitations\u003c\/p\u003e\n\u003cp\u003eAI advantages and clinical requirements: when and how AI can support clinical decision-making\u003c\/p\u003e\n\u003cp\u003eCase-Based Reasoning (CBR) for prognosis and prediction of retreatment outcomes\u003c\/p\u003e\n\u003cp\u003eRobotic surgical endodontics: current technologies, clinical applications and what is already available\u003c\/p\u003e\n\u003cp\u003eAdvantages and limitations of AI and robotic technologies in endodontics\u003c\/p\u003e\n\u003cp\u003eAnalysis of current scientific literature and evidence on AI-assisted endodontic diagnosis and treatment.\u003c\/p\u003e\n\u003c\/div\u003e \u003c\/div\u003e \u003cdiv class=\"dentico-lesson-card\"\u003e \u003ch4 class=\"dentico-lesson-heading\"\u003e \u003cspan class=\"dentico-lesson-number\"\u003eLesson 3.\u003c\/span\u003e \u003cspan class=\"dentico-lesson-name\"\u003eAI-Powered Radiological Diagnostics in Dentistry: From Panoramic Imaging to CBCT and Beyond\u003c\/span\u003e \u003c\/h4\u003e \u003cdiv class=\"dentico-lesson-program\"\u003e\n\u003cp\u003eOverview of AI integration in dental radiology\u003c\/p\u003e\n\u003cp\u003eEarly diagnosis supported by AI algorithms\u003c\/p\u003e\n\u003cp\u003eAI-driven segmentation of anatomical structures and pathologies\u003c\/p\u003e\n\u003cp\u003eIntroduction to radiomics and its clinical applications\u003c\/p\u003e\n\u003cp\u003eAI applications across different imaging modalities (2D, CBCT, MRI, intraoral scanners)\u003c\/p\u003e\n\u003cp\u003eEnhancing treatment planning through AI-assisted imaging analysis\u003c\/p\u003e\n\u003cp\u003eEthical considerations in AI use within radiology\u003c\/p\u003e\n\u003cp\u003eImportance of model validation, accuracy, and reliability\u003c\/p\u003e\n\u003cp\u003eHow AI is reshaping clinical decision-making in dental practice.\u003c\/p\u003e\n\u003c\/div\u003e \u003c\/div\u003e \u003cdiv class=\"dentico-lesson-card\"\u003e \u003ch4 class=\"dentico-lesson-heading\"\u003e \u003cspan class=\"dentico-lesson-number\"\u003eLesson 4.\u003c\/span\u003e \u003cspan class=\"dentico-lesson-name\"\u003eTransformative Diagnostics: Using Visual Tools and AI to Enhance Diagnosis and Case Acceptance\u003c\/span\u003e \u003c\/h4\u003e \u003cdiv class=\"dentico-lesson-program\"\u003e\n\u003cp\u003eImportance of visual communication in modern clinical practice\u003c\/p\u003e\n\u003cp\u003eRole of visual aids in initial and follow-up examinations\u003c\/p\u003e\n\u003cp\u003eOverview of diagnostic technologies available to clinicians today\u003c\/p\u003e\n\u003cp\u003eHow patients retain information through visual presentation\u003c\/p\u003e\n\u003cp\u003eEnhancing patient education with visual and AI-powered tools\u003c\/p\u003e\n\u003cp\u003eIncreasing case acceptance through clearer diagnostic explanations\u003c\/p\u003e\n\u003cp\u003eImproving diagnostic accuracy and clinician confidence with visual aids\u003c\/p\u003e\n\u003cp\u003eIdentifying key clinical findings to support overall oral health\u003c\/p\u003e\n\u003cp\u003eHow AI enhances diagnostic capabilities and supports decision-making\u003c\/p\u003e\n\u003cp\u003eIntegrating technology and visual tools into daily clinical workflows.\u003c\/p\u003e\n\u003c\/div\u003e \u003c\/div\u003e \u003c\/div\u003e \u003c\/div\u003e","brand":"دينتيكو لكورسات طب الاسنان","offers":[{"title":"Default Title","offer_id":57625972605308,"sku":"DENTICO-FH2V01BVA7HW","price":20.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0919\/1446\/9756\/files\/01M2T4PWSMDVHME2PG3H2KN0DH.webp?v=1791568615","url":"https:\/\/dentalcourse.store\/products\/ai-in-endodontics-from-diagnosis-to-clinical-decision-making","provider":"Dentico || لكورسات طب الاسنان","version":"1.0","type":"link"}