AIMC Topic: Patient Care Planning
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Artificial Intelligence in Orthodontics: Critical Review.
Journal of dental research
Apr 29, 2024
With increasing digitalization in orthodontics, certain orthodontic manufacturing processes such as the fabrication of indirect bonding trays, aligner production, or wire bending can be automated. However, orthodontic treatment planning and evaluatio...
Artificial intelligence serving pre-surgical digital implant planning: A scoping review.
Journal of dentistry
Feb 8, 2024
OBJECTIVES: To conduct a scoping review focusing on artificial intelligence (AI) applications in presurgical dental implant planning. Additionally, to assess the automation degree of clinically available pre-surgical implant planning software.
Artificial intelligence for treatment planning and soft tissue outcome prediction of orthognathic treatment: A systematic review.
Journal of orthodontics
Sep 29, 2023
BACKGROUND: The accuracy of artificial intelligence (AI) in treatment planning and outcome prediction in orthognathic treatment (OGT) has not been systematically reviewed.
Assessment of Natural Language Processing of Electronic Health Records to Measure Goals-of-Care Discussions as a Clinical Trial Outcome.
JAMA network open
Mar 1, 2023
IMPORTANCE: Many clinical trial outcomes are documented in free-text electronic health records (EHRs), making manual data collection costly and infeasible at scale. Natural language processing (NLP) is a promising approach for measuring such outcomes...
Personalized workflows in reconstructive dentistry-current possibilities and future opportunities.
Clinical oral investigations
Mar 30, 2022
OBJECTIVES: The increasing collection of health data coupled with continuous IT advances have enabled precision medicine with personalized workflows. Traditionally, dentistry has lagged behind general medicine in the integration of new technologies: ...
Computer-assisted surgery in medical and dental applications.
Expert review of medical devices
Jul 6, 2021
INTRODUCTION: Computer-assisted surgery (CAS) is a broad surgical methodology that utilizes computer technology to both plan and execute surgical intervention. CAS is widespread in both medicine and dentistry as it allows for minimally invasive and p...
A deep learning approach for dental implant planning in cone-beam computed tomography images.
BMC medical imaging
May 19, 2021
BACKGROUND: The aim of this study was to evaluate the success of the artificial intelligence (AI) system in implant planning using three-dimensional cone-beam computed tomography (CBCT) images.
Machine Learning and Surgical Outcomes Prediction: A Systematic Review.
The Journal of surgical research
Apr 10, 2021
BACKGROUND: Machine learning (ML) has garnered increasing attention as a means to quantitatively analyze the growing and complex medical data to improve individualized patient care. We herein aim to critically examine the current state of ML in predi...
Robot-Automated Cartilage Contouring for Complex Ear Reconstruction: A Cadaveric Study.
The Laryngoscope
Sep 11, 2020
OBJECTIVES/HYPOTHESIS: Auricular reconstruction requiring manual contouring of costal cartilage is complex and time consuming, which could be facilitated by a robot in a fast and precise manner. This feasibility study evaluates the accuracy and speed...
Identifying Goals of Care Conversations in the Electronic Health Record Using Natural Language Processing and Machine Learning.
Journal of pain and symptom management
Aug 25, 2020
CONTEXT: Goals-of-care discussions are an important quality metric in palliative care. However, goals-of-care discussions are often documented as free text in diverse locations. It is difficult to identify these discussions in the electronic health r...
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