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IIT-G develops AI-based model to predict knee osteoarthritis severity from X-ray images

IIT-G develops AI-based model to predict knee osteoarthritis severity from X-ray images
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Resolution network hrnetIndian institute of technology guwahatiWorld health organizationIndian instituteTechnology guwahatiDeep learningKnee osteoarthritisHigh resolution network

IIT Guwahati researchers create AI model for predicting knee osteoarthritis severity from X-ray images

IIT Guwahati researchers create AI model for predicting knee osteoarthritis severity from X-ray images
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Palash ghoshDepartment of mathematicsIndian institute of technologyConvolutional neural networkWorld health organizationResolution network hrnetIndian instituteDeep learningKnee osteoarthritisDeep convolutional neural networkHigh resolution networkComputer science

IIT Guwahati Researchers develop AI-based model to Predict Knee Osteoarthritis Severity from X-ray Images

IIT Guwahati Researchers develop AI-based model to Predict Knee Osteoarthritis Severity from X-ray Images
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United statesPalash ghoshRohit kumar jainSibaji gajPrasen kumar sharmaDepartment of mathematicsIndian institute of technology guwahatiWorld health organizationConvolutional neural networkResolution network hrnetDepartment of computer scienceIndian instituteTechnology guwahatiDeep learningKnee osteoarthritisAssistant professor

IIT Guwahati researchers develop AI-based model to predict knee osteoarthritis from X-ray images

IIT Guwahati researchers develop AI-based model to predict knee osteoarthritis from X-ray images
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United statesRohit kumar jainSibaji gajPrasen kumar sharmaPalash ghoshIndian institute of technologyConvolutional neural networkDepartment of computer scienceResolution network hrnetWorld health organizationDepartment of mathematicsIndian instituteDeep learningKnee osteoarthritisAssistant professorDeep convolutional neural network

Knee Osteoarthritis: IIT-Guwahati develops framework to assess Knee Osteoarthritis severity

Researchers from the Indian Institute of Technology Guwahati have developed an artificial intelligence-based model named OsteoHRNet, which detects knee osteoarthritis severity from X-ray images. The algorithm uses an efficient Deep Convolutional Neural Network along with the High-Resolution Network, to accurately predict arthritis severity as per WHO s Kellgren and Lawrence grading scale.

United statesSibaji gajRohit kumar jainPrasen kumar sharmaPalash ghoshResolution network hrnetDepartment of mathematicsIndian institute of technologyConvolutional neural networkDepartment of computer scienceWorld health organizationIndian instituteDeep learningKnee osteoarthritisAssistant professorDeep convolutional neural network