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Insights from our Team

Perspectives on healthcare AI, clinical workflows, and the future of health information management from our team of clinicians and engineers.

Capability 4 | Synchronization: Aligning the Patient Story
Product6 min read

Capability 4 | Synchronization: Aligning the Patient Story

How Predoc reconciles records that describe the same clinical event into a complete, longitudinal patient story

Raihan Nayeem

Director of Data Engineering

Capability 3 | Unstructured Data Extraction: Unlocking What's Trapped
Product7 min read

Capability 3 | Unstructured Data Extraction: Unlocking What's Trapped

How Predoc transforms unstructured fax packets and scanned records into structured, FHIR-ready patient data

Michael Frantz, Ph.D.

Director of AI

Capability 2 | Terminology Mapping: Speaking the Same Clinical Language
Insights6 min read

Capability 2 | Terminology Mapping: Speaking the Same Clinical Language

How Predoc resolves fragmented clinical vocabularies into a standardized, queryable language

Raihan Nayeem

Director of Data Engineering

From Raw Records to Clinical Intelligence: Why Health-Native Data Transformation Matters
Insights5 min read

From Raw Records to Clinical Intelligence: Why Health-Native Data Transformation Matters

Building data systems that understand healthcare from the ground up

Raihan Nayeem

Director of Data Engineering

Why Healthcare Needs a Curated Data Layer
Insights5 min read

Why Healthcare Needs a Curated Data Layer

Healthcare doesn't have a data shortage — it has a data usability problem

Alex Daniels

Co-Founder & CTO

Faster, More Accurate Trial Screening Starts with a Facesheet
Product4 min read

Faster, More Accurate Trial Screening Starts with a Facesheet

How structured clinical summaries are transforming patient eligibility review

Meghan Russell, M.D.

Clinical Director of Data Analytics

Sean Crosby, Ph.D.

Senior Machine Learning Engineer

The Wrong Question: Will AI Replace Doctors
Insights6 min read

The Wrong Question: Will AI Replace Doctors

What is actually the best use of AI in healthcare if it's not to replace clinicians?

Kaushal Kulkarni, M.D.

Co-Founder & Chief Medical Officer