AI heart disease detection in rural hospitals refers to the deployment of machine-learning algorithms that analyse ECGs, echocardiograms, and patient data to f…
In the early 1990s, a handful of Indian All India Institute of Medical Sciences-affiliated teaching hospitals began importing computerised ECG machines from Hewlett-Pack…
The Indian Space Research Organisation and the Ministry of Health jointly scaled up a satellite-based telemedicine network that by 2005 linked approximately 300 remote h…
When Geoffrey Hinton's team at the University of Toronto demonstrated that a deep convolutional neural network (AlexNet) could classify images with error rates previousl…
Charit Bhograj, a former Philips Healthcare engineer, co-founded Tricog Health in Bengaluru in 2015 with a single operating thesis: a patient having a suspected heart at…
Andrew Ng's group at Stanford published a Nature study in 2017 demonstrating that a 34-layer convolutional neural network trained on 91,000 single-lead ECG recordings co…
NITI Aayog released its National Strategy for Artificial Intelligence in June 2018, identifying healthcare as one of five champion sectors. Within healthcare, the docume…
Prime Minister Narendra Modi launched the Ayushman Bharat Digital Mission (ABDM) pilot in September 2020 across six union territories, creating a federated health ID sys…
Mumbai-based Qure.ai partnered with the Telangana state government in 2022 to deploy its AI-powered cardiac and chest X-ray screening platform across over 1,000 communit…
India's Central Drugs Standard Control Organisation (CDSCO) released draft guidance in 2023 on the regulation of Software as a Medical Device (SaMD), including AI-based…
By 2024, the Yavatmal District Hospital in Vidarbha — a region with among the highest cardiovascular mortality rates in Maharashtra — had integrated a full AI-assisted c…
A multi-centre validation study published in The Lancet Digital Health in 2024 assessed the performance of three AI-ECG algorithms — including one developed and trained…
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