ISIC Skin Image Analysis Workshop

A Customized Camera Imaging Pipeline for Dermatological Imaging

Hakki Can Karaimer,

Iman Khodadad,

Farnoud Kazemzadeh,

Michael S. Brown

[pdf]

[bibtex]

@InProceedings{Karaimer_2019_CVPR_Workshops,
author = {Can Karaimer, Hakki and Khodadad, Iman and Kazemzadeh, Farnoud and Brown, Michael S.},
title = {A Customized Camera Imaging Pipeline for Dermatological Imaging},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Towards Automated Melanoma Detection With Deep Learning: Data Purification and Augmentation

Devansh Bisla,

Anna Choromanska,

Russell S. Berman,

Jennifer A. Stein,

David Polsky

[pdf] [supp]

[bibtex]

@InProceedings{Bisla_2019_CVPR_Workshops,
author = {Bisla, Devansh and Choromanska, Anna and Berman, Russell S. and Stein, Jennifer A. and Polsky, David},
title = {Towards Automated Melanoma Detection With Deep Learning: Data Purification and Augmentation},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Interpreting Fine-Grained Dermatological Classification by Deep Learning

Sourav Mishra,

Hideaki Imaizumi,

Toshihiko Yamasaki

[pdf]

[bibtex]

@InProceedings{Mishra_2019_CVPR_Workshops,
author = {Mishra, Sourav and Imaizumi, Hideaki and Yamasaki, Toshihiko},
title = {Interpreting Fine-Grained Dermatological Classification by Deep Learning},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Segmentation of Prognostic Tissue Structures in Cutaneous Melanoma Using Whole Slide Images

Adon Phillips,

Iris Teo,

Jochen Lang

[pdf]

[bibtex]

@InProceedings{Phillips_2019_CVPR_Workshops,
author = {Phillips, Adon and Teo, Iris and Lang, Jochen},
title = {Segmentation of Prognostic Tissue Structures in Cutaneous Melanoma Using Whole Slide Images},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Melanoma Thickness Prediction Based on Convolutional Neural Network With VGG-19 Model Transfer Learning

Joanna Jaworek-Korjakowska,

Pawel Kleczek,

Marek Gorgon

[pdf]

[bibtex]

@InProceedings{Jaworek-Korjakowska_2019_CVPR_Workshops,
author = {Jaworek-Korjakowska, Joanna and Kleczek, Pawel and Gorgon, Marek},
title = {Melanoma Thickness Prediction Based on Convolutional Neural Network With VGG-19 Model Transfer Learning},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions

Catarina Barata,

Jorge S. Marques,

M. Emre Celebi

[pdf]

[bibtex]

@InProceedings{Barata_2019_CVPR_Workshops,
author = {Barata, Catarina and Marques, Jorge S. and Emre Celebi, M.},
title = {Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

(De)Constructing Bias on Skin Lesion Datasets

Alceu Bissoto,

Michel Fornaciali,

Eduardo Valle,

Sandra Avila

[pdf]

[bibtex]

@InProceedings{Bissoto_2019_CVPR_Workshops,
author = {Bissoto, Alceu and Fornaciali, Michel and Valle, Eduardo and Avila, Sandra},
title = {(De)Constructing Bias on Skin Lesion Datasets},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification

Fabio Perez,

Sandra Avila,

Eduardo Valle

[pdf]

[bibtex]

@InProceedings{Perez_2019_CVPR_Workshops,
author = {Perez, Fabio and Avila, Sandra and Valle, Eduardo},
title = {Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}