Paper | Code | Balanced Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection | ✓ Link | 0.74 | LiwTERM model | 2024-10-18 |
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification | 0.77 | CNN + Metablock | 2021-02-26 | |
A deep learning based multimodal fusion model for skin lesion diagnosis using smartphone collected clinical images and metadata | 0.775 | ViT+ Multimodality Cross-Attention Module | 2022-10-04 |