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04/03/2023
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust
In this paper, we propose a CNN fine-tuning method which enables users t...
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01/16/2023
Towards social embodied cobots: The integration of an industrial cobot with a social virtual agent
The integration of the physical capabilities of an industrial collaborat...
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02/18/2021
Minimizing false negative rate in melanoma detection and providing insight into the causes of classification
Our goal is to bridge human and machine intelligence in melanoma detecti...
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09/23/2020
An Attention Mechanism with Multiple Knowledge Sources for COVID-19 Detection from CT Images
Until now, Coronavirus SARS-CoV-2 has caused more than 850,000 deaths an...
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05/19/2020
The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report
A shortage of dermatologists causes long wait times for patients who see...
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08/21/2019
A CNN toolbox for skin cancer classification
We describe a software toolbox for the configuration of deep neural netw...
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08/28/2018
DeepHPS: End-to-end Estimation of 3D Hand Pose and Shape by Learning from Synthetic Depth
Articulated hand pose and shape estimation is an important problem for v...
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01/19/2018