Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma.
Tirtha ChandaKatja HauserSarah HobelsbergerTabea-Clara BucherCarina Nogueira GarciaChristoph WiesHarald KittlerPhilipp TschandlCristian Navarrete-DechentSebastian PodlipnikEmmanouil ChousakosIva CrnaricJovana MajstorovicLinda AlhajwanTanya ForemanSandra PeternelSergei SarapIrem ÖzdemirRaymond L. BarnhillMar Llamas VelascoGabriela PochSören KorsingWiebke SondermannFrank Friedrich GellrichMarkus V. HepptMichael ErdmannSebastian HaferkampKonstantin DrexlerMatthias GoebelerBastian SchillingJochen S. UtikalKamran GhoreschiStefan FröhlingEva Krieghoff-HenningTitus J. BrinkerPublished in: CoRR (2023)
Keyphrases
- skin lesion
- artificial intelligence
- skin cancer
- computer aided
- digital image processing
- malignant melanoma
- early detection
- expert systems
- case based reasoning
- trust evaluation
- trust model
- machine learning
- ai systems
- confidence level
- knowledge representation
- dermoscopy images
- early diagnosis
- high confidence
- trust management
- intelligent systems
- lecture notes in artificial intelligence
- confidence measure
- ground truth
- confidence scores
- ai technologies
- image processing
- pattern recognition
- computer vision