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

5/12/2023.

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

1/12/2023.

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

29/11/2023.

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

27/11/2023.

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

27/11/2023.

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

24/11/2023.

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”

23/11/2023.

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

20/11/2023.

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

Empowering Latin American Dermatology: iToBoS Project at Teracilad Congress 2023

18/11/2023.

The iToBoS work was presented at Teracilad Congress, that took place in Punta Cana, Dominican Republic, from 16th to 18th November 2023.

Performance of the gravity-compensated liquid lenses

16/11/2023.

In two previous blog posts, we explained the coma aberration effect that gravity introduced on the standard liquid lenses from Optotune and how it has been solved in the latest generation of the lenses.