AI in Digital Pathology


What benefits does AI offer digital pathologists? How can it revolutionize the field and what are its biggest challenges?

Tanorexia, another face of sun exposure


Tanorexia is the tanning dependence. It is a syndrome related to a physical or psychological dependence on sunbathing or using ultraviolet tanning beds.

Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation


Large language models have achieved a good performance on different tasks and different data types. However, they often lack of content fidelity and new context creation. These features could help to generate images in a more personalized way.

Seeing is Believing: How AI might transform skin cancer education


The integration of digital technologies, e.g., smartphone apps, has been shown to represent an impactful advancement in training for melanoma diagnosis.1

Multi-Head Attention


Expanding the concept of Scaled Dot-Product Attention, Vaswani et al proposed the multi-head attention mechanism.

Conformal prediction in AI


Conformal prediction offers a solution in uncertainty quantification and simultaneously provides a method for instance classification.

The Crucial Role of Data Annotation in the iToBoS Project


Artificial intelligence (AI) is at its peak right now. And we know its applications in healthcare are numerous. But when it comes to health data labeling, precision is necessary.

iToBoS project presented in PhoenixD Magazine


The iToBoS project was introduced in the second edition of PhoenixD Magazine.

Stratified K-Fold cross-validation for imbalanced datasets


In Machine Learning, a common technique used to train a robust and generalizable model, is cross-validation. It divides the dataset into multiple subsets, where typically one of them is the validation set and the remainder consist the training set.

iToBoS at the MWC Open Innovation Challenge 2024


The iToBoS project participated in the Open Innovation Challenge 2024, aimed at meeting innovative solutions and technological challenges within the framework of the Mobile World Congress.