3D-aware Conditional Image Synthesis


Image-to-image translation models can output a high-resolution generated image given a 2D label map as an input.

No tan is safe – here’s what to do instead


Here at iToBoS, we strongly suggest you avoid getting a suntan. You certainly need some sunshine in your life, but UV dose high enough to cause a tan is already much higher than the dose needed for vitamin D production.

iToBoS participated in the Workshop "Reflection on future collaboration and support actions" organized by the EC


The European Commission has organised a series of 3 invitation-only online workshops for consortium members of EU-funded projects and initiatives on data-driven approaches in Cancer Research and data infrastructures relevant to cancer.

EfficientNetV2: Smaller Models & Faster Training


EfficientNet was first proposed in the original paper of Mingxing Tan & Quoc V Le in 2019, namely EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks.

Exploiting EfficientNet Models: A powerful tool for skin lesion diagnosis


iToBoS is exploring the use of EfficientNet models for pigmented skin lesion classification. This family of models, developed by Google researchers, are deep learning architectures that offer exceptional performance.

iToBoS project was presented at WIN-O Symposium of the DMSCG


The iToBoS project was presented at 13th National Multidisciplinary WIN-O Melanoma Symposium of the Dutch group on skin cancer and melanoma of the DMSCG, that took place in Ede, Netherlands, on November 27th, 2023.

Creation of a test dataset for automatic lesion detection


Test datasets serve as a benchmark to evaluate the performance of algorithms and models.

Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture


I-JEPA, the latest self-supervised model from Meta AI, has been officially released: the paper was published in June 2023 at the last CVPR conference, together with their codes that they made open-source.

iToBoS project was presented in the EADV course “Non-invasive technology”


The iToBoS project was presented at EADV face to face course “Non-invasive technology”, that took place in Brussels, Belgium, from 22nd to 23rd November 2023.

Spacing of healthy moles hints at site-specific melanoma risk


Naevi (moles) are benign brown or black spots on your skin that sometimes look similar to melanomas, but are completely harmless.