informatics

Introduction I’ve spent a good part of my career working on healthcare claims systems, and if there’s one thing I can say—it’s never as simple as it looks. On paper, a claim is just data moving from one system to another. In reality, it goes through multiple validations—eligibility checks, provider verification, coding rules, pricing logic, compliance… and every step has its own complexity. In on…

Team Members @k_sidharthareddy_15 | @k-deepak-544 | @nupur_madhrey_07 | @avika_kashyap | @dheerajkumar08 | @chanda_rajkumar Introduction So here's the thing — when We started working on MediSimplify , a project that takes medical reports and converts them into patient-friendly language, We thought the hard part would be the NLP simplification. Turns out, just getting the text out of the document …

Healthcare organizations would never allow clinical decisions without oversight, yet that is what’s happening with AI. Across health systems, unsanctioned AI tools are already interacting with patient data, influencing decisions, and automating workflows without consistent oversight or auditability. The side effects span every layer of the organization and are already visible. Unsanctioned AI too…

Healthcare organizations increasingly rely on complex health IT systems to deliver quality care. This reliance has turned project management (PM) into a critical skill in the healthcare field. The post The Value of Project Management in Health Informatics appeared first on University of San Diego Online Degrees .

If you’re building healthtech software with LLMs, clinical text processing, medical note summarization, analytics, or search pipelines, you’ve probably run into the same problem: clinical notes are incredibly useful — and incredibly sensitive. They contain names, dates, phone numbers, addresses, MRNs, IDs, and other patient-identifiable information that should not casually flow through every down…

Next step Choose the next useful decision step first. Use the guide or checklist that matches this page's intent before you ask for a manuscript-level diagnostic. Quick answer: Hematology was one of the first medical specialties to integrate machine learning into routine clinical workflows. Flow cytometry gating algorithms, genomic variant classifiers for myeloid neoplasms, and minimal residual d…

Software as a Medical Device (SaMD) is a groundbreaking advancement in the healthcare industry, transforming the way medical care is delivered and managed. First developed in its earliest forms in the 1980s, this category of software operates independently to perform medical functions from diagnostics, patient monitoring, and image processors to artificial intelligence (AI) and deep learning neur…

As more and more medical practices transition to electronic medical records systems, it’s important to remember that not all platforms are created equal.  Having a top-notch electronic records system is the first step toward transforming patient care. But, like an old, faulty TV, antiquated clinical software can wreak havoc on your ability to see the […] The post 4 Capabilities Every Modern Pract…

Liver transplantation is a lifesaving procedure for those suffering from end stage cirrhosis, liver failure, or a cancerous lesion of the liver. Unfortunately, there is a shortage of available liver grafts. Only in the US, every year nearly 14,000 patients are listed and waiting for orthotopic liver transplantation (OLT) while 3,000 patients are dying or increasing illness before getting a liver …