AI-based Early Detection of Postoperative Complications: Improving Outcomes and Patient Satisfaction Following Dental Implant Surgery
Truppe M., Ewers R.
Postoperative pain and complications associated with the healing process after dental implant surgery can negatively affect success rates. Patient satisfaction is closely linked to quick responses outside of office hours. In this study, we present a novel AI (Artificial Intelligence) tool for the early detection of postoperative complications. This tool represents a further development of our research on teleconsultations at the University Clinic for Oral, Maxillofacial, and Facial Surgery in Vienna, first published internationally in 1997.
Our interactive communication tool is based on IBM Watson and ChatGPT. Interaction is possible via SMS, web-based chat, or WhatsApp. All data are encrypted and stored locally in an open-source database (Nextcloud), and the communication itself is secured in compliance with HIPAA.
Patients are asked to rate their pain and swelling on a 5-point Likert scale for seven days. Additionally, a daily free-text response is analyzed for medically relevant content using AI to complete the daily interaction. By evaluating trends and key parameters, an expedited follow-up appointment can be initiated to minimize postoperative complications.
To motivate patients for daily participation, the AI tool provides precise answers to patient questions through a ChatGPT-based conversation dialogue. The responses are based on the patient’s medical history, which is stored in our open-source Nextcloud database in the practice. This improves postoperative care by employing Artificial Intelligence to analyze trends and assess the quality of indicators.
The scope of interaction is currently being expanded to enable online anamnesis using an interactive conversation dialogue controlled by Artificial Intelligence.
Patient John Doe
We have a sample medical history for patient John Doe.
Feel free to type in any question you have and the answer provided by ChatGPT will appear below (coming soon).
Here’s a question from a patient, and the answer is derived from an AI analysis of the surgery report. It uses the surgical report.
Welches Implantat wurde bei der Operation gesetzt? Warum wurde kein ultrakurzes Implantat gesetzt?
Carmen Möbius inquired about getting an implant for tooth 46 and was interested in participating in a scientific study with special conditions. They were interested in the benefits of 3D implant navigation and opted for ultrashort implants over bone augmentation. Carmen preferred not to have immediate loading for the implant and was comfortable sharing her email but chose not to provide a phone number.
Präzises, schonendes Ultrakurzimplantat ohne Knochenaufbau dank 3D-Navigation – sichere Einheilung mit Studienkonditionen So könnte Ihr…
Andreas Pascher inquired about getting a treatment plan for an implant bridge to replace his current upper denture. He showed interest in participating in a scientific study and was intrigued by the 3D implant navigation and the possibility of having the ceramic crown made on-site. However, he was unsure about preferring ultrashort implants over bone augmentation and indicated that immediate supply wasn’t important to him. He provided his email address but didn’t have a phone number available.
Fester, präziser Zahnersatz: Implantatbrücke mit 3D-Navigation und Keramikfertigung vor Ort. So könnte Ihr Erfahrungsbericht aussehen:…
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The conversation was about a dental implant consultation. Alfred Tnj is interested in the 3D implant navigation process, prefers ultrashort implants over bone augmentation, and values immediate provision. They provided their contact information for further communication.
3D-navigierte Ultrakurzimplantate ermöglichen sofortige Versorgung ohne Knochenaufbau – maximal schonend So könnte Ihr Erfahrungsbericht aussehen:…