Categoría: White Papers
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The Role of AI in Transforming Medical Affairs in the Pharmaceutical Industry
I. Introduction Having worked in the pharmaceutical industry for over two decades, I have witnessed the challenges of implementing new technology in this field. I remember when I started in the pharmaceutical industry 20 years ago; Dr. Ricardo Montenegro (one of my mentors in life), who was the Medical Director of Roche for Central America…
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The Impact of Artificial Intelligence on Clinical Research: Advances, Challenges, and Case Studies
Chapter 1: Artificial Intelligence in Drug Discovery – From Molecules to Market Strategy When I began medical school in the early 1990s, clinical research felt completely different from what we see today. Everything ran on paper-based case report forms, protocols tended to be rigid, and individual investigators relied on personal networks and experience more than…
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After 50: The False Dichotomy Between Experience and the Future in the Healthcare Industry
There is a quiet phenomenon advancing through the halls of major pharmaceutical companies, private hospitals, and medical device firms: the gradual displacement of leaders with decades of experience, under the unspoken narrative that “healthcare is becoming digital” and “the future belongs to the young.” It’s a phenomenon that may not always be explicit, but it…
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Emotional AI in Healthcare
. Author’s Note This article was originally written by Dr. Mauricio Guadamuz, MBA. The structure and stylistic review were supported by ChatGPT-4, under the direct supervision of the author. All ideas, analyses, and references have been personally validated, ensuring conceptual integrity and academic rigor. 2. Introduction When we talk about artificial intelligence (AI), most people…
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Emotional Data as a New Biomarker: The Emerging Field of Affective Digital Phenotyping
1. Introduction: When Feelings Become Signals We have all, at some point, gone through emotionally complex moments, losses, fears, anxieties—where words fall short. We struggle to convey to others just how profound our sadness is, how much our emotional burden weighs, or how persistent anxiety feels. We ask for help, but often without the language…
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Could the Next Principal Investigator Be a Digital Agent? Agentic Artificial Intelligence in Clinical Trials
The question posed in this article’s title is not an empty provocation. It reflects a real, growing, and profoundly transformative tension within the field of clinical research. Historically, the principal investigator has been a human figure—medical, scientific, and ethical. But today, with the accelerated advancement of agentic artificial intelligence—systems capable of perceiving, deciding, and acting…
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Pharmaceutical Sales Visits Are in Critical Condition — Can Artificial Intelligence Save Them?
For over two decades, I have experienced pharmaceutical sales visits from every possible angle: as a general physician in rural areas, as an executive in global pharmaceutical companies, as a regional strategy consultant, and as a specialist in artificial intelligence applied to healthcare. I’ve been a recipient, a supervisor, a trainer, and a reformer. I’ve…
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De las primeras conversaciones con un modelo de lenguaje, a la construcción de flujos multiagente que amplifican la práctica clínica.
En retrospectiva, 2022 parece mucho más lejano de lo que indica el calendario. Fue, sin exagerar, el año en que la Generative AI dejó de ser algo que yo solo veía en papers o en conferencias médicas —con gráficas bonitas y promesas a futuro— para convertirse en una herramienta que podía abrir desde el sofá…
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The New Era of Agentic AI in the Physician–Industry Relationship
«The medical visit is dying. But not because of the industry. Nor the doctors. It’s dying because the future no longer has time to wait for the past.» For decades, the medical visit has been the cornerstone of the connection between pharmaceutical science and clinical practice. A simple gesture: a representative arrives at the office,…
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Comet Browser: My Honest First Impressions as an Early Tester
As someone deeply interested in digital tools that streamline research and professional productivity, I recently had early access to test Comet, the upcoming AI-native browser from Perplexity. I’m not affiliated with the company, nor is this a sponsored review—just my honest perspective for fellow tech enthusiasts and professionals. How Is Comet Different from Regular Browsers?…