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Uncovering the Hidden Insights in Clinical Trial Documents: Critical Steps to Intelligent Document Processing

In clinical trials, pharmaceutical companies are seeking to optimize operations and improve efficiency by automating and enhancing processes through Artificial Intelligence (AI) and Machine Learning (ML). One area where this can reap tangible benefits across clinical trials is in data processing. A typical clinical trial generates over 13,000 documents in various formats (text, voice, video, apps, and web entries), making data gathering, organization and analysis challenging. It’s here that implementing automated Intelligent Document Processing (IDP) can significantly benefit clinical trials, boosting productivity, speeding up processes, improving accuracy and delivering cost savings. IDP uses AI and ML to process structured and unstructured documents, allowing technology to read and understand content like a human, This article outlines the steps to implementing IDP in clinical trials’ digital content flow using transformative technologies like digital twinning, AI/ML, na ....

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Integrated evidence: How patient data derived from digital healthcare delivery can drive innovation

For a long time, doctors’ offices, large or small, operated under a seeming contradiction; even as modern medicine pushed the frontiers of innovation, providing new treatments and sometimes cures for devastating diseases, so much of our healthcare system remained stuck in the pre-digital past. The most obvious example is one that many of us have experienced – the floor to ceiling “walls” of file cabinets full of paper patient records. Fortunately, this innovation gap is closing (and these file cabinets are disappearing!) faster than ever. In fact, today, some of the most exciting innovations in healthcare extend beyond new therapeutic approaches and breakthrough medical devices. The digitization of all aspects of healthcare delivery is dramatically changing how healthcare is provided across the U.S. and around the world. From electronic medical records (EMRs) that document a patient’s healthcare status during a visit to their doctor, to virtual/telehealth visits and consumer ....

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