David Talby is a chief technology officer at John Snow Labs, helping healthcare & life science companies put AI to good use. David is the creator of Spark NLP – the world’s most widely used natural language processing library in the enterprise. He has extensive experience building and running web-scale software platforms and teams – in startups, for Microsoft’s Bing in the US and Europe, and to scale Amazon’s financial systems in Seattle and the UK. David holds a PhD in computer science and master’s degrees in both computer science and business administration.
The Challenges of Regulatory-Grade De-Identification at Scale Healthcare organizations face a critical dilemma: vast volumes of patient data: free-text notes, structured fields, clinical images, even audio/video are invaluable for research,...
Discover how John Snow Labs enables secure, scalable DICOM de-identification using AWS HealthImaging and SageMaker. [embed]https://www.youtube.com/watch?v=ubfwki4J8UA[/embed] What is the most secure way to de-identify DICOM files in AWS? To share...
As healthcare organizations increasingly rely on unstructured data like clinical notes, pathology reports, and discharge summaries, de-identifying patient information becomes mission-critical. Whether for research, AI training, or compliance, healthcare providers...
In today’s data-rich healthcare landscape, oncology remains among the most complex and information-dense domains. Electronic health records (EHRs), pathology reports, radiology narratives, and clinical trial documents contain vital insights about...
Introduction In regulated industries such as healthcare and life sciences, the integrity, traceability, and accuracy of annotated data are paramount. From clinical trial submissions to pharmacovigilance reports, regulatory bodies require...
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