Dr. Juan Felipe Beltran to Speak on AI Challenges at Bioinformatics Webinar (BFRG) | BFRG Stock News

Jun 20, 2025

BullFrogAI (BFRG, Financial) has announced that Dr. Juan Felipe Beltran, who leads AI, Machine Learning, and Innovation, will present at an upcoming XTalks webinar titled "AI in Bioinformatics: Overcoming Pitfalls in Statistical, ML and Generative AI Approaches." In this session, Dr. Beltran will delve into the often-overlooked challenges within AI-driven bioinformatics processes. With his background in proteomics, genomics, and addressing public health issues like COVID-19, he will emphasize the importance of recognizing and addressing analytical subtleties. The webinar will cover strategies to improve the precision and repeatability of bioinformatics analyses by tackling three main challenges: the improper handling of compositional data, the excessive reliance on machine learning feature importance, and the incorrect use of generative AI in biological assessment. Participants will walk away with actionable insights to reinforce their data science skills, enhance AI model dependability, and adapt their bioinformatics strategies for future challenges.

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