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AI in health

Beyond traditional WER: The critical need for semantic WER in ASR for Indian healthcare

Karthik Pandia
on
August 18, 2025

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AI in health

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karma

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medical-records

Parrotlet-v-lite-4b: Releasing our purpose-built vision LLM for parsing medical records

on
July 27, 2025

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healthllm

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AI in health

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ASR

Parrotlet-a-en-5b: Releasing our purpose-built LLM for english ASR in Indian Healthcare

A Speech Large Language Model (LLM) specifically designed for transcribing medical speech in Indian English
Sulabh Katiyar
on
August 18, 2025

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AI in health

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data science

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artificialintelligence

Advancing Healthcare AI Evaluation in India: EkaCare Releases Four Evaluation Datasets

AI evaluation datasets tailored for Indian healthcare: medical ASR, records parsing, structured clinical note generation, and medical summarisation.
on
August 18, 2025

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AI in health

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evaluation dataset

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ASR

Introducing KARMA-OpenMedEvalKit: An Open-Source Framework for Medical AI Evaluation

Open-source toolkit to evaluate medical AI across text, audio, and image tasks. Built for India, with curated datasets, metrics & support for LLMs and ASR models.
Nikhil Kasukurthi
on
August 18, 2025

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ABHA

Is the ABHA Card the Same as the Ayushman Card?

In present times, India’s healthcare system is transforming rapidly. There are two key digital initiatives that have gained major attention—the ABHA Card & the Ayushman Card. Both of these cards are linked to the broader Ayushman Bharat initiative, but they serve very different purposes.So, if you are wondering, “Is ABHA card and Ayushman card the same?”—the short answer to this question is no. But understanding why they are different, how they actually work, & how they benefit you is very essential.Let us discuss this in detail in this blog. 
on
July 24, 2025
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