About
Contact & Profiles
A5035322958
Research Areas
- Cutaneous Melanoma Detection and Management
- AI in cancer detection
- Nonmelanoma Skin Cancer Studies
Simon Fraser University
2018
We propose a multitask deep convolutional neural network, trained on multimodal data (clinical and dermoscopic images, patient metadata), to classify the 7-point melanoma checklist criteria perform skin lesion diagnosis. Our network is using several loss functions, where each considers different combinations of input modalities, which allows our model be robust missing at inference time. final classifies condition diagnosis, produces feature vectors suitable for image retrieval, localizes...
10.1109/jbhi.2018.2824327
article
EN
IEEE Journal of Biomedical and Health Informatics
2018-04-09
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