31/03/2024.

The need to analyze personal data to drive business, alongside the requirement to preserve the privacy of data subjects, creates a known tension.

30/03/2024.

An important challenge for applying machine and deep learning methods in applications where data collection is difficult, or costly is the reduced amount of annotated data.

28/03/2024.

Precision and expertise are necessary to reach 100% quality in data annotation. The process of selecting image annotators, called HITers at isahit, for projects like iToBoS involves rigorous criteria to ensure the highest quality in final annotations.

27/03/2024.

Self-attention is the core mechanism behind Transformer models, which have provided state-of-the-art results in various scientific fields (i.e. Natural Language Processing).

26/03/2024.

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

25/03/2024.

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

22/03/2024.

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.

20/03/2024.

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

19/03/2024.

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

16/03/2024.

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