DeepSpot

A luminous blue tunnel with digital numbers creating a futuristic, sci-fi ambiance.

Kalin Klonchev – the winner of a competition for AI based data analysis from Broad in 2024 had also created a tool called DeepSpot. Worth looking at for spot analysis of H&E sections by converting a full H&E slide pictures to “spots” which are analyzed.

Some good links:

DeepSpot paper: https://www.medrxiv.org/content/10.1101/2025.02.09.25321567v1

DeepSpot GitHub repository: https://github.com/ratschlab/DeepSpot

DeepSpot2cell: for analysis of single cell data: https://www.biorxiv.org/content/10.1101/2025.09.23.678121v1

Similar Posts

  • |

    Engaging website

    There are many ways that websites show their landing pages. Usually there are a lot of graphics. The Harvard innovation lab does it wonderfully with their landing page for one of their challenges showing particles which are responsive to mouse movement. Very dynamic and very intriguing! https://innovationlabs.harvard.edu/presidents-innovation-challenge/finalists The developer’s console tells you a bit about…

  • Judging art

    Art especially with pencil and paper is the culmination of human esthetic and often times is dependent on the eye of the beholder. Some artwork that is meaningful to one person is not so understandable or sometimes even ugly to the other person. So how do you judge art. There are several ways to do…

  • Explainable AI

    A very traditional problem solving method is the following: given a set of features or variables, can we understand the features to form a conclusion. This could be something like a treatment strategy wherein the strategy is built on a series of data and then ingesting the data helps make a conclusion. However, an equally…

  • Sparql tool – connect LLM to knowledge graphs

    Talk to knowledge graph – sparql-tool Use LLM.: Hallucinations (sometimes good for creativity), Outdated knowledge, no access to your data ( trained on public knowledge). Solutions: Fine tuning – retrain the model on domain data RAG – Search: look things up in real time. Claude code looks at searched doc. Vector embeddings: semantic similarity search…