Research

Maximal adversarial perturbations for obfuscation (Work done at Ganaka Lab)

Maximal adversarial perturbations for obfuscation (Work done at Ganaka Lab)

Adversarial perturbations for privacy from human perception and model (machine) based detection

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Deep Learning Approaches for Fundus Classification (Work done at Ganaka Lab)

Deep Learning Approaches for Fundus Classification (Work done at Ganaka Lab)

Building a system to detect and classify stages of Diabetic Retinopathy using Fundus images

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Towards Automated Urine Sample Analyzers (Work done at Ganaka Lab)

Towards Automated Urine Sample Analyzers (Work done at Ganaka Lab)

Project is directed towards Automated Urine Sample Analyzers (Ganaka Labs https://www.iiitb.ac.in/Ganaka/) Deep learning system to aid clinicians in microscopic examination of urine samples to diagnose various diseases

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Participatory approaches for ICT interventions for Non-communicable diseases

Participatory approaches for ICT interventions for Non-communicable diseases

Using participatory approaches in the design and development of ICT-based systems to incorporate the complexities embedded in the Indian public health sector and bring desired changes, especially in programme implementation processes.

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Wearable devices to aid in Physical Rehabilitation under the supervision of Physiotherapists

Wearable devices to aid in Physical Rehabilitation under the supervision of Physiotherapists

Developing a data acquisition system that would record the physical movements of the patient and record parameters such as angular/linear displacements and their corresponding velocities and accelerations towards rehabilitations. Also design and develop low-cost devices specific to limbs and joints

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