The need arise from the need to streamline the analysis of exams performed on patients who may present detectable pathologies through imaging studies, assisting the physician in making a faster and more accurate diagnosis.
Prototype
We trained the AI model with a total of 11,000 images (radiographs) published by the University of South Florida, previously classified by physicians as positive and negative.
Results
The model was able to detect and classify cancer with 85% efficiency based on actual confirmed cases. It grouped patient radiographs into two different classes (positive and negative, corresponding to the classes provided in its AI training).
we enhanced the model with an additional neural network to obtain the location of pathological tissue within the image
With increasingly demanding consumers, developing a successful product requires more than just knowing about the product itself. You need to understand business, people, technology, design, and… a little bit of everything.
Explore the top free and paid AI tools for 2025, including the best AI chatbots, image and video generators, research assistants, and productivity apps. Compare features, pricing, and top picks for creative and professional use.
"Vibe Coding" is a form of programming where developers interact with code in a conceptual, AI-assisted manner, rather than manually writing each line.
The shortage of technology professionals, including programmers, engineers, and analysts, has intensified in the United States due to the increasing demand for specialized skills and a limited supply of qualified talent.
The need arise from the need to streamline the analysis of exams performed on patients who may present detectable pathologies through imaging studies, assisting the physician in making a faster and more accurate diagnosis.
Researchers at Sakana.AI, a Tokyo-based company, have worked on developing a large language model (LLM) designed specifically for scientific research.