Recommender-based bone tumour classification with radiographs-a link to the past.
Florian HinterwimmerRicardo Smits SerenaNikolas WilhelmSebastian BredenSarah ConsalvoFritz SeidlDominik JuestelRainer H H BurgkartKlaus WoertlerRuediger von Eisenhart-RotheJan NeumannDaniel RueckertPublished in: European radiology (2024)
• Addressed accurate bone tumour classification using radiographic features. • Model achieved 92.86%, 92.86% and 34.08% mean accuracy, precision and recall, respectively, significantly surpassing state-of-the-art models. • Enhanced diagnosis by integrating prior expert patient assessments.