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Breast Cancer Treatment
Developed an end-end ML system, consisting of classification and segmentation, to grade IHC images and suggest an appropriate treatment corresponding to the grade.
Blindness Severity Detection
Developed a system consisting CNNs and EfficientNet to detect blindness caused due to Diabetic Retinopathy. This system achieved an accuracy of 94.80%.
Prostate Cancer Grade Detection
Developed a system to detect the ISUP grade of prostate cancer. The system achieved an accuracy of 92.38% in grading (Consists of finding and classifying cancer tissue).
Automatic Music Generation
Developed a Sequence-to-Sequence RNN with LSTM that can learn chord progressions from music in the training data and generate new music.
Implementation of ECN+ for ns-3
Implemented ECN+ in ns-3, an extension of ECN aiming to solve a drawback of ECN. ECN is a signaling mechanism used to signal the sender about congestion in a network.
Social Sale
Socialsale is an e-commerce and mentoring web-application platform, with a chatbot support, available to all students within a college to exchange products and information.
IEEE Big Data Conference 2021
An AI-powered Smart Routing Solution for Payment Systems (Accepted, Short Paper)
IEEE SDS 2021
Blindness (Diabetic Retinopathy) Severity Scale Detection (Accepted, Full Paper)
IEEE MIND 2021
Blindness (Diabetic Retinopathy) Severity Scale Detection (Accepted, Full Paper)
Indian Provisional Patent
System and method for assisting students with graduate applications (Accepted)
