Healthcare AI

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HIPAA Expert Determination for De-Identification

ai, AI (Artificial Intelligence), Artificial Intelligence, Data De-Identification, Healthcare AI, Shaip Blogs

The Health Insurance Portability and Accountability Act (HIPAA) sets the standard for protecting patient data in healthcare. A crucial aspect of this is de-identifying Protected Health Information (PHI). De-identification removes personal identifiers from health data for patient privacy. Among the methods available, HIPAA Expert Determination stands out. This method balances data utility with privacy, a […]

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Extracting Key Clinical Information from Electronic Health Records (EHRs) using NLP

ai, AI (Artificial Intelligence), Artificial Intelligence, EHR, Healthcare AI, NLP, NLP(Natural Language Processing), Shaip Blogs

This is no new information or statistic that over 80% of the healthcare data available for stakeholders is unstructured. The rise of EHRs has exponentially made it easier for healthcare professionals to access, store, and modify interoperable data for their purposes. To give you a brief example of the different types of unstructured data available

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NLP in Radiology: Applications, Benefits & Challenges in Medical Imaging Reports

ai, AI (Artificial Intelligence), Artificial Intelligence, Healthcare AI, NLP, NLP(Natural Language Processing), Shaip Blogs

Radiologists today face an overwhelming workload, spending hours reading and interpreting thousands of narrative medical imaging reports. With rising demand, manual reporting often leads to delays, inconsistencies, and missed findings. Natural Language Processing (NLP) is emerging as a transformative technology in healthcare, helping radiologists automate report extraction, improve diagnostic accuracy, and enhance patient outcomes. In

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Empowering Healthcare with Gen AI: 8 Real-World Use Cases Changing Medicine

ai, AI (Artificial Intelligence), Artificial Intelligence, Healthcare AI, Shaip Blogs

Imagine walking into a hospital where your doctor can instantly pull up a personalized summary of your entire medical history, explain your MRI in plain language, and even simulate how a new drug might work on your condition — all powered by Generative AI. This isn’t the future. It’s happening right now.Healthcare is drowning in

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What is EHR and Why It Matters: Benefits, Challenges, and the Future with AI?

ai, AI (Artificial Intelligence), Artificial Intelligence, Electronic Health Records, Healthcare AI, Shaip Blogs

EHRs Today and the Promise of AI Electronic Health Records (EHRs) were created to streamline healthcare delivery—centralizing patient information, improving care coordination, and supporting clinical decision-making. However, in practice, EHR systems often feel rigid, fragmented, and time-consuming. In the U.S., physicians spend nearly 16 minutes per patient navigating EHR tasks—a substantial burden that detracts from

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What is Healthcare Training Data? A Complete Guide for AI and Machine Learning in Healthcare

ai, AI (Artificial Intelligence), Artificial Intelligence, Data Annotation / Labeling, Healthcare AI, Shaip Blogs

Think about the last time you visited a doctor. Behind every diagnosis, prescription, or recommendation lies data—your vitals, your lab results, your medical history. Now imagine multiplying that by millions of patients. That enormous ocean of information is what powers AI in healthcare. But here’s the truth: AI models don’t magically know how to detect

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Shaip Partners with Databricks to Deliver De-Identified EHR & Physician Dictation Data for AI in Healthcare

ai, AI (Artificial Intelligence), Artificial Intelligence, Data De-Identification, Healthcare AI, Shaip Blogs

Unlocking High-Quality Healthcare Data for AI Innovation Shaip, a global leader in AI training data solutions, has announced a strategic partnership with Databricks, making its curated de-identified electronic health record (EHR) and Physician Dictation Speech datasets available through the Databricks Marketplace. This launch provides AI teams with instant access to structured and unstructured healthcare data

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OCR Healthcare: A Comprehensive Guide to Use Cases, Benefits, and Drawbacks

ai, AI (Artificial Intelligence), Artificial Intelligence, Healthcare AI, OCR, Shaip Blogs

The healthcare industry faces a paradigm shift in its workflows with the inception of new and advanced technologies in AI. Leveraging AI tools and technologies, improved medical outcomes can be acquired with higher healthcare efficiency. Traditional manual data management in healthcare is often time consuming and error prone, leading to inefficiencies and increased risk of

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22 Free and Open Healthcare Datasets for Machine Learning and AI Development in 2025

ai, AI (Artificial Intelligence), Artificial Intelligence, Electronic Health Records, Healthcare AI, Shaip Blogs

In today’s world, healthcare is increasingly powered by machine learning (ML). From predicting diseases to enhancing diagnostics, ML is transforming healthcare outcomes. However, every ML project begins with one cornerstone: quality datasets. In this blog, we’ve compiled free and open medical datasets across categories like general healthcare, medical imaging, genomics, and hospital. Whether you’re a

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What is Data Annotation in Healthcare AI? Definition, Techniques & Use Cases

ai, AI (Artificial Intelligence), Artificial Intelligence, Data Annotation, Data Annotation / Labeling, Healthcare AI, Shaip Blogs

The role of data annotation in healthcare AI is pivotal. High-quality data labeling and annotation directly impact the accuracy of AI training data and the reliability of AI use cases in healthcare. From diagnosing diseases using medical imaging to drug discovery and remote patient monitoring, annotated datasets form the backbone of modern healthcare AI systems.

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