BullFrog AI to Showcase AI-Powered Clinical Data Solutions in Xtalks Webinar
BullFrog AI (NASDAQ: BFRG), a technology-enabled drug development company, will host a webinar on October 6, 2025 titled "Clinical Data Analysis with Agents: Reliable Automation with Human Oversight." The company's Director of AI, Dr. Juan Felipe Beltrán, will showcase how BullFrog's proprietary platforms bfPREP™ and bfLEAP™ transformed over 10,000 pages of unstructured clinical PDFs into OMOP-structured datasets.
The presentation will demonstrate how BullFrog AI combines automated processing with human oversight to ensure data integrity in clinical research workflows. The webinar will focus on practical applications of their technology for parsing clinical documents, standardizing medical vocabularies, and implementing template-driven agents for data transformation.
BullFrog AI (NASDAQ: BFRG), una società di sviluppo di farmaci abilitata dalla tecnologia, ospiterà un webinar il 6 ottobre 2025 intitolato "Analisi dei dati clinici con agenti: automazione affidabile con supervisione umana." Il direttore AI della società, il dottor Juan Felipe Beltrán, mostrerà come le piattaforme proprietarie bfPREP™ e bfLEAP™ abbiano trasformato oltre 10.000 pagine di PDF clinici non strutturati in dataset strutturati OMOP."
La presentazione mostrerà come BullFrog AI combini elaborazione automatizzata con supervisione umana per garantire l'integrità dei dati nei flussi di lavoro di ricerca clinica. Il webinar si concentrerà su applicazioni pratiche della loro tecnologia per analizzare documenti clinici, standardizzare i vocaboli medici e implementare agenti guidati da modelli per la trasformazione dei dati.
BullFrog AI (NASDAQ: BFRG), una empresa de desarrollo de fármacos impulsada por tecnología, organizará un seminario web el 6 de octubre de 2025 titulado "Análisis de datos clínicos con agentes: automatización confiable con supervisión humana." El Director de IA de la empresa, el Dr. Juan Felipe Beltrán, mostrará cómo las plataformas propietarias bfPREP™ y bfLEAP™ de BullFrog transformaron más de 10.000 páginas de PDFs clínicos no estructurados en conjuntos de datos OMOP estructurados.
La presentación demostrará cómo BullFrog AI combina procesamiento automatizado con supervisión humana para garantizar la integridad de los datos en los flujos de trabajo de investigación clínica. El seminario se centrará en aplicaciones prácticas de su tecnología para analizar documentos clínicos, estandarizar vocabularios médicos e implementar agentes guiados por plantillas para la transformación de datos.
BullFrog AI (NASDAQ: BFRG)는 기술 기반의 약물 개발 회사로, 2025년 10월 6일에 "에이전트를 활용한 임상 데이터 분석: 인간의 감독이 있는 신뢰 가능한 자동화"를 주제로 웨비나를 개최합니다. 회사의 AI 이사인 Dr. Juan Felipe Beltrán이 bfPREP™와 bfLEAP™라는 독자적 플랫폼이 비구조적 임상 PDFs 10,000페이지 이상을 OMOP 구조화 데이터셋으로 변환한 방법을 선보일 예정입니다.
발표는 BullFrog AI가 자동 처리와 인간의 감독을 결합해 임상 연구 워크플로우의 데이터 무결성을 보장하는 방식을 보여줍니다. 웨비나는 임상 문서 파싱, 의학 용어 표준화, 데이터 변환을 위한 템플릿 기반 에이전트 구현 등 기술의 실용적 응용에 초점을 맞춥니다.
BullFrog AI (NASDAQ: BFRG), une société de développement de médicaments alimentée par la technologie, organise un webinaire le 6 octobre 2025 intitulé « Analyse des données cliniques avec des agents : automatisation fiable avec supervision humaine ». Le directeur AI de l’entreprise, le Dr Juan Felipe Beltrán, montrera comment les plateformes propriétaires bfPREP™ et bfLEAP™ ont transformé plus de 10 000 pages de PDFs cliniques non structurés en jeux de données OMOP structurés.
La présentation démontrera comment BullFrog AI combine traitement automatisé et supervision humaine pour garantir l’intégrité des données dans les flux de travail de la recherche clinique. Le webinaire se concentrera sur les applications pratiques de leur technologie pour l’analyse des documents cliniques, la standardisation des vocabulaires médicaux et la mise en œuvre d’agents guidés par des modèles pour la transformation des données.
BullFrog AI (NASDAQ: BFRG), ein technologiegestütztes Unternehmen für Arzneimittelentwicklung, veranstaltet ein Webinar am 6. Oktober 2025 mit dem Titel „Klinische Datenanalyse mit Agenten: Zuverlässige Automatisierung mit menschlicher Aufsicht.“ Der AI-Direktor des Unternehmens, Dr. Juan Felipe Beltrán, wird demonstrieren, wie BullFrog's proprietäre Plattformen bfPREP™ und bfLEAP™ über 10.000 Seiten unstrukturierter klinischer PDFs in OMOP-strukturierte Datensätze verwandelt haben.
Die Präsentation zeigt, wie BullFrog AI automatisierte Verarbeitung mit menschlicher Aufsicht kombiniert, um die Datenintegrität in klinischen Forschungsabläufen sicherzustellen. Das Webinar konzentriert sich auf praktische Anwendungen ihrer Technologie zum Parsen klinischer Dokumente, zur Standardisierung medizinischer Vokabulare und zur Implementierung template-gesteuerter Agenten für die Datentransformation.
BullFrog AI (NASDAQ: BFRG)، شركة تطوير أدوية مدعومة بالتقنية، ستعقد ندوة عبر الويب في 6 أكتوبر 2025 بعنوان "تحليل البيانات السريرية باستخدام وكلاء: أتمتة موثوقة بإشراف بشري". سيعرض مدير الذكاء الاصطناعي بالشركة، الدكتور خوان فليف Beltrán، كيف حوّلت منصات BullFrog الملكية bfPREP™ وbfLEAP™ أكثر من 10,000 صفحة من ملفات PDF سريرية غير مُهيكلة إلى مجموعات بيانات OMOP منظمة.
ستبيّن العرض التقديمي كيف تجمع BullFrog AI بين المعالجة الآلية والإشراف البشري لضمان سلامة البيانات في سير عمل البحث الطبي. ستركّز الندوة على التطبيقات العملية لتقنيتهم في استخراج الوثائق السريرية، وتوحيد مفردات الطب، وتنفيذ وكلاء قائمين على القوالب لتحويل البيانات.
BullFrog AI (NASDAQ: BFRG)，一家以技术驱动的药物开发公司，将于2025年10月6日举办题为“与代理人一起的临床数据分析：在人工监督下的可靠自动化”的网络研讨会。公司AI总监 Juan Felipe Beltrán 博士将展示 BullFrog 的专有平台bfPREP™和bfLEAP™如何将超过1万页非结构化的临床PDF转换为OMOP结构化数据集。
此次演讲将展示 BullFrog AI 如何将自动处理与人工监督相结合，以确保临床研究工作流中的数据完整性。研讨会将聚焦于其技术在解析临床文档、标准化医学术语以及实现基于模板的代理实现数据转换等方面的实际应用。
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GAITHERSBURG, Md., Sept. 23, 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, that its Director of AI, Machine Learning & Innovation, Juan Felipe Beltrán Lacouture, PhD, will present a live webinar hosted by Xtalks titled “Clinical Data Analysis with Agents: Reliable Automation with Human Oversight.” The webinar will take place on Monday, October 6, 2025, at 11:00 am EDT (5:00 pm CEST).
Advancing Reliable Automation with Human Oversight
During the webinar, Dr. Beltrán will share how BullFrog AI’s proprietary platforms, bfPREP™ and bfLEAP™, were used to transform more than 10,000 pages of unstructured clinical PDFs into an OMOP-structured dataset suitable for advanced analysis and machine learning.
The presentation will provide attendees with a practical framework for:
- Leveraging bfPREP™ to parse, triage, and extract data from complex clinical documents.
- Aligning extracted concepts to standardized vocabularies such as SNOMED CT, RxNorm, and LOINC through human-in-the-loop validation.
- Applying template-driven agents to edit schema-constrained loaders and transformation snippets for OMOP tables.
- Extending verified data pipelines with feature engineering for disease categorization, medication normalization, and other clinical insights.
The session will highlight how BullFrog AI balances the speed of agent-driven automation with the safety, nuance, and oversight of human expertise, ensuring trustworthy, auditable, and efficient clinical data pipelines.
A Practical, Real-World Approach
Attendees will also learn how BullFrog AI identified and mitigated common intake failure modes, including clipped layouts and column ambiguities, while maintaining strong data integrity. The goal is not full automation, but verified automation, a method that accelerates clinical research workflows without sacrificing human judgment or quality control.
“BullFrog AI is committed to advancing data integrity and reliability in the drug development process,” said Vin Singh, Founder and CEO of BullFrog AI. “This webinar demonstrates how our technologies deliver practical, safe, and scalable solutions that enable researchers to make better, faster decisions with confidence.”
Event Details
- Title: Clinical Data Analysis with Agents: Reliable Automation with Human Oversight
- Date: Monday, October 6, 2025
- Time: 11:00 am EDT (5:00 pm CEST)
- Presenter: Juan Felipe Beltrán Lacouture, PhD, Director of AI, Machine Learning & Innovation, BullFrog AI
To register, visit: Clinical Data Analysis with Agents: Reliable Automation with Human Oversight.
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
About Xtalks
Xtalks, powered by Honeycomb Worldwide Inc., is a leading provider of educational webinars and digital content to the global life science, food, healthcare and medical device communities. Every year, thousands of industry practitioners (from pharmaceutical, biotechnology, food, healthcare and medical device companies, private & academic research institutions, healthcare centers, etc.) turn to Xtalks for access to quality content. Xtalks helps professionals stay current with industry developments, regulations and jobs. Xtalks webinars also provide perspectives on key issues from top industry thought leaders and service providers.
To learn more about Xtalks, visit www.xtalks.com
For information about hosting a webinar, visit www.xtalks.com/why-host-a-webinar/
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
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