Neural Network to Calculate Morphology of the Cleft Palate to Reduce Cleft Lip and Palate Treatment Burden.

March 12, 2024 updated by: University Hospital, Basel, Switzerland
This study is to develop a neural network to compute palatal three dimensional (3D) geometry by using routinely taken intraoral/palatal photographs and palatal casts of infants with cleft lip and palate deformity for reducing cleft lip and palate treatment burden. Data of palatal casts and palatal images of cleft patients routinely treated at the University Hospital Basel will be analyzed.The collection of large data helps in developing a neural network that will allow the computation of the 3D geometry from single photographs.

Study Overview

Study Type

Observational

Enrollment (Estimated)

450

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

  • Name: Benito Benitez, Dr. med. Dr. med. dent.
  • Phone Number: +41 61 556 52 85
  • Email: benito.benitez@usb.ch

Study Contact Backup

  • Name: Andreas Müller, PD Dr. med. Dr. med. dent. Dr.
  • Phone Number: +41 061 328 60 95
  • Email: andreas.mueller@usb.ch

Study Locations

      • Basel, Switzerland, 4031
        • Recruiting
        • Mund-, Kiefer- und Gesichtschirurgie, Universitätsspital Basel
        • Contact:
        • Contact:
        • Sub-Investigator:
          • Martin Erismann
        • Sub-Investigator:
          • Prasad Nalabothu, Dr.

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

  • Child
  • Adult
  • Older Adult

Accepts Healthy Volunteers

No

Sampling Method

Probability Sample

Study Population

Patients with cleft lip and palate malformation with available routinely performed plaster cast model from palatal impressions and/or intraoral scans of palate, and corresponding images of the cleft palate treated in the past as well as future patients treated at University hospital Basel (USB) for the last 50 years will be included (1970 till 2025). Models were (until 2020) and intraoral scans are (since 2020) taken routinely in newborns and for follow-up (age 1-20 years) according to WHO Guidelines.

Description

Inclusion Criteria:

  • Patients with cleft lip and palate malformation with available routinely performed plaster cast model from palatal impressions, intraoral scans from the palate and corresponding images of the cleft palate (1970 till 2025)

Exclusion Criteria:

  • Existence of a documented rejection

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
3D palatal geometry
Time Frame: at baseline
palatal cleft photographs (input) and corresponding 3D palatal geometry (output) create this 3D palatal geometry for development of image based, non-invasive palatal shape reconstruction
at baseline

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Investigators

  • Principal Investigator: Andreas Müller, PD Dr. med. Dr. med. dent. Dr., Mund-, Kiefer- und Gesichtschirurgie, Universitätsspital Basel

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

March 5, 2020

Primary Completion (Estimated)

December 1, 2025

Study Completion (Estimated)

December 1, 2025

Study Registration Dates

First Submitted

April 8, 2020

First Submitted That Met QC Criteria

April 8, 2020

First Posted (Actual)

April 10, 2020

Study Record Updates

Last Update Posted (Actual)

March 13, 2024

Last Update Submitted That Met QC Criteria

March 12, 2024

Last Verified

March 1, 2024

More Information

Terms related to this study

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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