1/04/2024.
Precision and diversity are crucial in melanoma research, and isahit's approach to data annotation reflects this necessity.
1/04/2024.
Precision and diversity are crucial in melanoma research, and isahit's approach to data annotation reflects this necessity.
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.