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BullFrog AI’s Dr. Juan Felipe Beltrán to Highlight Advanced AI Strategies in Bioinformatics at XTalks Webinar

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BullFrog AI Holdings (NASDAQ: BFRG) announced that Dr. Juan Felipe Beltrán, Director of AI, Machine Learning, and Innovation, will be the featured speaker at an upcoming XTalks webinar focused on AI in Bioinformatics. The webinar will address critical pitfalls in AI-driven bioinformatics workflows, including compositional data management, machine learning feature interpretation, and generative AI applications. Dr. Beltrán's expertise supports BullFrog AI's bfLEAP platform and BullFrog Data Networks, which aim to improve drug development success rates beyond the current 12% success rate for drugs entering Phase 1 clinical trials. The presentation will focus on enhancing accuracy and reproducibility in bioinformatics analyses, targeting professionals in bioinformatics, biostatistics, and data science.
BullFrog AI Holdings (NASDAQ: BFRG) ha annunciato che il dottor Juan Felipe Beltrán, Direttore di AI, Machine Learning e Innovazione, sarà il relatore principale in un prossimo webinar XTalks dedicato all'intelligenza artificiale in bioinformatica. Il webinar affronterà le principali criticità nei flussi di lavoro bioinformatici basati su AI, tra cui la gestione dei dati composizionali, l'interpretazione delle caratteristiche del machine learning e le applicazioni dell'intelligenza artificiale generativa. L'esperienza del dottor Beltrán supporta la piattaforma bfLEAP di BullFrog AI e BullFrog Data Networks, che puntano a migliorare il tasso di successo nello sviluppo di farmaci, attualmente al 12% per i farmaci che entrano nella Fase 1 delle sperimentazioni cliniche. La presentazione sarà incentrata sul miglioramento della precisione e della riproducibilità nelle analisi bioinformatiche, rivolgendosi a professionisti di bioinformatica, biostatistica e data science.
BullFrog AI Holdings (NASDAQ: BFRG) anunció que el Dr. Juan Felipe Beltrán, Director de IA, Aprendizaje Automático e Innovación, será el ponente principal en un próximo seminario web de XTalks centrado en la IA en bioinformática. El seminario abordará las principales dificultades en los flujos de trabajo bioinformáticos impulsados por IA, incluyendo la gestión de datos composicionales, la interpretación de características del aprendizaje automático y las aplicaciones de IA generativa. La experiencia del Dr. Beltrán respalda la plataforma bfLEAP de BullFrog AI y BullFrog Data Networks, que buscan mejorar las tasas de éxito en el desarrollo de fármacos más allá del actual 12% para medicamentos que ingresan a ensayos clínicos de Fase 1. La presentación se enfocará en mejorar la precisión y reproducibilidad en los análisis bioinformáticos, dirigido a profesionales en bioinformática, bioestadística y ciencia de datos.
BullFrog AI Holdings (NASDAQ: BFRG)는 AI, 머신러닝 및 혁신 담당 이사인 후안 펠리페 벨트란 박사가 곧 열릴 XTalks 웨비나에서 바이오인포매틱스 분야의 AI에 대해 주제 발표를 할 예정이라고 발표했습니다. 이번 웨비나에서는 조성 데이터 관리, 머신러닝 특징 해석, 생성형 AI 응용 등 AI 기반 바이오인포매틱스 워크플로우에서의 주요 문제점을 다룰 예정입니다. 벨트란 박사의 전문성은 BullFrog AI의 bfLEAP 플랫폼과 BullFrog Data Networks를 지원하며, 이는 임상 1상 시험에 진입하는 약물의 현재 12% 성공률을 넘어 약물 개발 성공률 향상을 목표로 합니다. 발표는 바이오인포매틱스, 생물통계학, 데이터 과학 전문가들을 대상으로 바이오인포매틱스 분석의 정확성과 재현성 향상에 중점을 둘 것입니다.
BullFrog AI Holdings (NASDAQ : BFRG) a annoncé que le Dr Juan Felipe Beltrán, Directeur de l'IA, de l'apprentissage automatique et de l'innovation, sera l'intervenant principal lors d'un prochain webinaire XTalks consacré à l'IA en bioinformatique. Le webinaire abordera les principaux écueils dans les flux de travail bioinformatiques pilotés par l'IA, notamment la gestion des données compositionnelles, l'interprétation des caractéristiques du machine learning et les applications de l'IA générative. L'expertise du Dr Beltrán soutient la plateforme bfLEAP de BullFrog AI ainsi que BullFrog Data Networks, qui visent à améliorer les taux de réussite du développement de médicaments au-delà du taux actuel de 12 % pour les médicaments entrant en essais cliniques de phase 1. La présentation se concentrera sur l'amélioration de la précision et de la reproductibilité des analyses bioinformatiques, s'adressant aux professionnels de la bioinformatique, de la biostatistique et de la science des données.
BullFrog AI Holdings (NASDAQ: BFRG) gab bekannt, dass Dr. Juan Felipe Beltrán, Direktor für KI, Maschinelles Lernen und Innovation, als Hauptredner bei einem bevorstehenden XTalks-Webinar zum Thema KI in der Bioinformatik auftreten wird. Das Webinar wird kritische Fallstricke in KI-gesteuerten bioinformatischen Arbeitsabläufen behandeln, darunter die Verwaltung von Kompositionsdaten, die Interpretation von Merkmalen des maschinellen Lernens und Anwendungen generativer KI. Dr. Beltráns Expertise unterstützt die bfLEAP-Plattform von BullFrog AI sowie BullFrog Data Networks, die darauf abzielen, die Erfolgsquote bei der Arzneimittelentwicklung über die derzeitigen 12 % für Medikamente in Phase-1-Studien hinaus zu verbessern. Die Präsentation konzentriert sich auf die Verbesserung der Genauigkeit und Reproduzierbarkeit bioinformatischer Analysen und richtet sich an Fachleute aus den Bereichen Bioinformatik, Biostatistik und Datenwissenschaft.
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GAITHERSBURG, Md., June 20, 2025 (GLOBE NEWSWIRE) -- BullFrog AI Holdings, Inc. (NASDAQ: BFRG; BFRGW) ("BullFrog AI" or the "Company"), a technology-enabled drug development company using artificial intelligence (AI) and machine learning to enable the successful development of pharmaceuticals and biologics, today announced that Dr. Juan Felipe Beltrán, Director of AI, Machine Learning, and Innovation, will be the featured speaker at the upcoming XTalks webinar: AI in Bioinformatics: Overcoming Pitfalls in Statistical, ML and Generative AI Approaches.

Vin Singh, Founder and CEO of BullFrog AI, commented, "Dr. Beltrán’s featured participation in the XTalks webinar not only highlights our leadership position in AI-driven bioinformatics but also emphasizes BullFrog AI’s dedication to addressing critical scientific challenges that directly impact the efficiency and success of drug development pipelines. Investors recognize the significant market opportunity in enhancing drug discovery processes, and showcasing BullFrog AI’s innovative capabilities supports our strategic vision and fortifies our position within this rapidly growing sector."

Join Dr. Juan Felipe Beltrán, a leading scientist and software engineer with deep expertise in machine learning, algorithm development, and bioinformatics, for an insightful webinar exploring the critical yet often overlooked pitfalls in AI-driven bioinformatics workflows. Drawing on his extensive contributions to proteomics, genomics, and public health challenges like COVID-19, Dr. Beltrán will highlight how even sophisticated computational methods can falter without careful attention to analytical nuance.

This session will focus on enhancing the accuracy and reproducibility of bioinformatics analyses by addressing three key issues: the mismanagement of compositional data, the overinterpretation of machine learning feature importance, and the misapplication of generative AI for biological ranking and prioritization. Attendees will gain practical insights to strengthen their data science foundations, improve AI model reliability, and future-proof their bioinformatics strategies in an increasingly complex research environment.

Dr. Beltrán’s proven track record of advancing complex bioinformatics solutions significantly reinforces BullFrog AI’s proprietary bfLEAP™ platform and flagship BullFrog Data Networks™, which are designed to empower biopharma companies by delivering actionable insights from complex, high-dimensional biological data. BullFrog AI’s solutions directly address the critical challenge in biopharma, where only 12% of drugs entering Phase 1 clinical trials successfully reach the market.

Interested professionals, including bioinformaticians, biostatisticians, data scientists, and translational scientists, are encouraged to register for the webinar to gain practical strategies for mitigating pitfalls in AI-powered bioinformatics workflows, ultimately improving decision-making and increasing confidence in analytical results.

About BullFrog AI

BullFrog AI leverages Artificial Intelligence and machine learning to advance drug discovery and development. Through collaborations with leading research institutions, BullFrog AI uses causal AI in combination with its proprietary bfLEAP™ platform to analyze complex biological data, aiming to streamline therapeutics development and reduce failure rates in clinical trials.

For more information visit BullFrog AI at: https://bullfrogai.com

Safe Harbor Statement

This press release contains forward-looking statements. We base these forward-looking statements on our expectations and projections about future events, which we derive from the information currently available to us. Such forward-looking statements relate to future events or our future performance, including: our financial performance and projections; our revenue and earnings; and our business prospects and opportunities. You can identify forward-looking statements by those that are not historical in nature, particularly those that use terminology such as "may," "should," "could," "will," "expects," "anticipates," "contemplates," "estimates," "believes," "plans," "projected," "predicts," "potential," or "hopes" or the negative of these or similar terms. In evaluating these forward-looking statements, you should consider various factors, including: our ability to change the direction of the Company; our ability to keep pace with new technology and changing market needs; our and our partners’ ability to market and sell our offerings and services, including BullFrog Data Networks™ and the competitive environment of our business. These and other factors may cause our actual results to differ materially from any forward-looking statement. Forward-looking statements are only predictions. The forward-looking events discussed in this press release and other statements made from time to time by us or our representatives, may not occur, and actual events and results may differ materially and are subject to risks, uncertainties, and assumptions about us. We are not obligated to publicly update or revise any forward-looking statement, whether as a result of uncertainties and assumptions, the forward-looking events discussed in this press release and other statements made from time to time by us or our representatives might not occur.

Contact:

Dave Gentry
RedChip Companies, Inc.
1-407-644-4256
BFRG@redchip.com


FAQ

What will Dr. Juan Felipe Beltrán discuss in the BullFrog AI (BFRG) XTalks webinar?

Dr. Beltrán will discuss pitfalls in AI-driven bioinformatics workflows, focusing on compositional data management, machine learning feature importance interpretation, and generative AI applications in biological ranking.

What is the current success rate for drugs entering Phase 1 clinical trials according to BullFrog AI (BFRG)?

According to BullFrog AI, only 12% of drugs entering Phase 1 clinical trials successfully reach the market.

What are BullFrog AI's (BFRG) main technology platforms?

BullFrog AI's main technology platforms are the proprietary bfLEAP platform and BullFrog Data Networks, designed to analyze complex biological data for biopharma companies.

Who is the target audience for BullFrog AI's (BFRG) XTalks webinar?

The webinar targets professionals including bioinformaticians, biostatisticians, data scientists, and translational scientists interested in AI-powered bioinformatics workflows.
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