Precision Medicine for L/GCMN and Melanoma 1
Recruiting · NCT06608420 · Observational (researchers observe without assigning treatment) · Lead sponsor: Fundacion Clinic per a la Recerca Biomédica
View the official record on ClinicalTrials.gov →Interventions studied
What this trial is about
The primary objective of this study is to create a highly multidimensional and multicentric database for melanoma that encompasses cohorts of children, adolescent and young adults. This database will be used to perform survival analysis and evaluate sentinel lymph node (SLNB) positivity in CAYA. The secondary objectives to be met are the following: * Adaptation and optimization of algorithms: work on optimizing existing precision medicine algorithms, which are currently being used in adult patient care, for their application within pediatric and young adult populations. * Implementation of transfer learning: given the limitations associated with pediatric and young adult data, the investigators intend to utilize transfer learning techniques. The study will employ a sequential waterfall methodology, whereby machine learning models trained on adult patient data will be fine-tuned using the more limited data from younger cohorts. * Integration of expert medical opinion: to integrate physician's scientific domain knowledge into the decision support system. This will be facilitated through the comprehensive examination of existing literature, as well as the evaluation of variable risk contributions within each patient group. * AI-based prognostic models: to develop artificial intelligence-based models for the quantitative prognosis of melanoma across the three age groups: adults, young adults, and children.
Who can take part
Inclusion criteria
- \- Melanoma patients of any age with histopathological confirmed melanoma
Exclusion criteria
- Not having a melanoma diagnosis
- Not having signed the informed consent
- Records prior to the year 2012 (as data might not accurately reflect current practices and treatment outcomes)
Where it is running
1 location listed.
- Hospital Clínic de Barcelona (Dermatology service) - Barcelona, Catalonia, Spain