Theoretical and Mathematical Biology

Sources: An Explainable Vision Transformer-Based Web Application for Medical Decision-Making: Case of Colon Cancer Development of a Conversational Artificial Intelligence–Based Web Application for Medical Consultations: Prototype Study We talk about computational and mathematical models in life science Read more: Theoretical and Mathematical Biology

The source details the creation and rigorous validation of an automated bioinformatics platform designed to advance personalized medicine in cancer treatment. This workflow analyzes RNA sequencing (RNA-seq) data from solid tumors to identify critical protein "hubs" within subnetworks of up-regulated genes. Central to the methodology is the calculation of subnetwork entropy, which the researchers validate by showing its strong negative correlation with patient 5-year overall survival (OS) across various tumor types. The complex analytical pipeline, implemented using Galaxy to manage heterogeneous scripts, provides robust, automated target identification. This information is delivered through a user-friendly online platform built upon the MEAN stack (MongoDB, Express.js, Angular, and Node.js), ensuring the system is accessible and compatible with mobile devices for healthcare professionals. Ultimately, this translational oncology effort seeks to improve rational drug use by converting massive datasets into specific, actionable therapeutic targets. Source: Conversational no-code and multi-agentic disease module identification and drug repurposing prediction with ChatDRex Learn more: When Your Work Becomes Part of a Larger Architecture: How My Workflow Paper Was Strategically Used in a New Multi-Agent Drug Discovery System

Preprint: Challenging Evolution with Numbers and AI: A Case Study in Christian Apologetics within Peer-Reviewed Science

Source: A conversational artificial intelligence based web application for medical conversations: a prototype for a chatbot View ORCID ProfileJorge Guerra Pires doi: https://doi.org/10.1101/2023.12.31.23300681 https://www.medrxiv.org/content/10.1101/2023.12.31.23300681v2

Read now: A short-term food intake model involving glucose, insulin and ghrelin

Artigo completo: A conversational artificial intelligence based web application for medical conversations: a prototype for a chatbot Créditos, criado pelo pesquisador Giseldo Geo (https://www.youtube.com/@giseldoneo)

This document presents a prototype for a medical chatbot that integrates various specialized models, aiming to simplify user interaction with complex diagnostic tools. The system utilizes OpenAI's large language models (LLMs) to process both image-based inputs (like X-rays for pneumonia and OCT scans for ocular conditions) and text-based physiological data for diabetes prediction. A key innovation is the chatbot's ability to extract relevant parameters from natural language, trigger appropriate diagnostic models, interpret outputs, and deliver user-friendly responses. The author emphasizes that this modular approach allows for the easy addition of new diagnostic capabilities, positioning the chatbot as a central "hub of medical models" to enhance accessibility and user experience in bioinformatics, while acknowledging the importance of human oversight. Learn more: Robodoc: a conversational-AI based app for medical conversations

I would like to share some of my impressions from the book "Noise: A Flaw in Human Judgment" "all mechanical prediction techniques, not just the most recent and more sophisticated ones, represent significant improvements on human judgment" Cass R. Sunstein, Daniel Kahneman, and Olivier Sibony

On this podcast, we shall talk about the book noise, from Cass R. Sunstein, Daniel Kahneman, and Olivier Sibony. We shall talk about the third part, which focused on how models are imperative for the decision processs. "all mechanical prediction techniques, not just the most recent and more sophisticated ones, represent significant improvements on human judgment" Cass R. Sunstein, Daniel Kahneman, and Olivier Sibony

Neste episódio, vamos falar de teoria de controle aplicado à medicina e biologia. Este é um episódio comemorativo, devido ao fato que batemos a meta 1 na benfeitoria! https://benfeitoria.com/uma-introducao-aos-metodos-matematicos-nas-ciencias-da-vida-ebook-qf7

We received in our channel Jonathan Karr. We talked about several topics; however, one topic was predominant: innovating with biomathematics. We talked about web applications, unit testing and so forth.

We going on reading the book "The Music of Life: Biology Beyond Genes" by Denis Noble. We make a brief mention to our previous live.

We received on our channel Dr. Alexey Kolodkin (Data Steward, Luxembourg Centre for Systems Biomedicine, University of Luxembourg) ). We talked about the concept of virtual human: past, present, future, and challenges!

Reading " The Music of Life: Biology Beyond Genes" by Denis Noble