5 citations · 7 across the 3 of their papers we have counts for
3 papers · 1 filter
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis
Cristiano Patrício, João C. Neves, Luís F. Teixeira
Early detection of melanoma is crucial for preventing severe complications and increasing the chances of successful treatment. Existing deep learning approaches for melanoma skin l…
A survey on attention mechanisms for medical applications: are we moving towards better algorithms?
Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira +1
The increasing popularity of attention mechanisms in deep learning algorithms for computer vision and natural language processing made these models attractive to other research dom…
Bio-Measurements Estimation and Support in Knee Recovery through Machine Learning
João Bernardino, Luís Filipe Teixeira, Hugo Sereno Ferreira
Knee injuries are frequent, varied and often require the patient to undergo intensive rehabilitation for several months. Treatment protocols usually contemplate some recurrent meas…