About XraySetu:
XraySetu is a Simple WhatsApp based Xray interpretation Service
Developed by ArtPark , IISc (Indian Institute of Science ) and Niramai Health , with an intent to help doctors in rural India to save lives. Initially tested and validated with 300+ doctors over 10 months, now it is launched out nationally as a free of cost beta service.
AI(Artificial Intelligence) based service that analyses Chest X-Rays using machine learning algorithms and generates a patient report showing suspicious abnormal regions in the lungs and detects if the person is likely positive for COVID, pneumonia or other lung abnormalities.
Visit. www.xraysetu.com to know more details
How does it work?
1) Doctor takes a phone picture of Chest Xray of a suspected patient.
2) The doctor sends the X-ray pic over to a Whatsapp number 8046163838
3) Technician does Image review
4) XraySetu AI Service Analyses the Xray image using machine learning and
deep learning algorithms.
5) A 2-page report with probability of COVID, pneumonia, markings on the
lung image in minutes, with explainable AI with annotations is
automatically generated.
6) The doctor receives the report on her/his WhatsApp number.
7) Doctor reads the report and appropriately advices the patient
Developed by ArtPark, IISc (Indian Institute of Science ) and Niramai Health Analytix , with an intent to help doctors in rural India to save lives. Initially tested and validated with 300+ doctors, now it is rolled out nationally as a free of cost beta service.
Why Xray Setu?
Did you know that we have less than 1 radiologist to every million people in rural India? Covid wave 2 is tough on people in rural areas. With reduced access to RTPCR tests and the virus going straight to lungs, we are seeing scores of people dying for the want of early intervention.
XraySetu is the artificial intelligence driven Chest Xray interpretation over Whatsapp for doctors. Designed with the close collaboration of AI researchers from ARTPARK, Niramai Health and Indian Institute of Science over last 10 months,
XraySetu is quick and simple for doctors to use. We believe that this could be the model for future of Indian healthcare , accessible to everyone where ever one might be.
#XraySetu #Covid #Covid19 #artificialintelligence #coronavirus
Key highlights of the solution are
● Whatsapp-based Interface makes it simple and accessible service
● Rapid automated interpretation enables early intervention for covid
patients
● Supplemental screening modality to RTPCR addressing delays on RTPCR
reporting
● Works for both analog and digital XRay machine
● No integration needed with existing systems. Easily pluggable for any
medical unit.
● Technical Differentiators:
○ Works on low resolution images sent over mobile messaging system
○ Explainable AI: Semantic annotations of affected areas for review by
doctors
○ Framework suitable for several lung abnormalities and variants of
infection
○ Localized heatmap for easy review
○ 3 page automated report generation with annotated images marking 10
different lung abnormalities and probability of covid or pneumonia
How is the performance :
Trained and validated with over 1,25, 000 Xray images from National Institute of Health, UK as well as over 1000 Indian patients from first wave, XraySetu has shown excellent performance on open source standard data sets as below:
• Sensitivity : 98.86%
• Specificity: 74.74%
• AUC: 0.9316
XraySetu has been designed to identify covid positive patients even from low resolution Chest Xray images sent over WhatsApp.With more images and more research we believe that we can screen more lung abnormalities accurately as well.
"The best protection is early detection"
Негізгі бет XraySetu in English: "Built for Doctors" AI driven easy & quick X-Ray report for COVID Intervention
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