2024
Medical
This project presents a comprehensive system for predicting retinal diseases from fundus images using deep learning, particularly the InceptionV3 model, fine-tuned on a curated dataset. It also evaluates the risk of heart failure based on specific retinal disease predictions. Implemented as a Flask web application,
Nearly 45% of individuals worldwide suffer from sleep disorders, which can exacerbate conditions such as hypertension, cardiovascular disease, and depression. Our goal is to offer a holistic approach to improving sleep by blending advanced technology with comfort. Introducing DOZZ, a smart pillow designed to combat insomnia and sleep disordered breathing.
To examine the eye fundus, the Helmholtz method is often mainly used. The essence of the method is that drugs are injected into the eye, artificially dilating the pupil. Then a bright flash of light is directed into the eye with a dilated pupil and through the dilated pupil the eye fundus is photographed.

THE PROBLEM:
Asthma affects over 300 million people globally, with significant mortality rates, particularly in India, contributing to 42.4% of global asthma deaths. Traditional inhalers face two critical issues: lack of synchronization of inhalation and medication release, and improper mixing of medication with air. These issues lead to inefficient drug delivery,

It is designed for people or patients with respiratory insufficiencies, which must be continuously assisted. It should be noted that anyone who requires it can use it anywhere they want,
How it Works:
The electronically operated myoelectric prosthetic hand is an innovative device designed to mimic the natural movements of a human hand. It operates using a battery and an EMG (Electromyographic) sensor to detect electrical activity in the muscles. ECG electrodes are placed on the biceps of the user to capture these muscle signals.

The storage of red blood cells in blood banks faces a significant challenge: cellular deterioration known as storage lesions. These biochemical and morphological alterations affect the erythrocytes' ability to transport oxygen, increasing risks for patients requiring transfusions. Conventional techniques such as centrifugation and mechanical filtration, although useful, often irreversibly damage the cells. To address this issue,

Overview: Bioelectronic fibers close to the size of a human hair may soon enable healthcare professionals to read signals and stimulate target regions within the human body in a minimally invasive manner.
Introduction: Bioelectronic fibers are poised to become the future platform for deep implantation into tissues and body channels, due to their exceptional structural and mechanical properties,
Eyesight is one of the essential human senses, and it plays a significant role in human perception about the surrounding environment. The issue of visual impairment or blindness is faced worldwide. According to statistics of the World Health Organization (WHO), globally, at least 2.2 billion people have a vision impairment or blindness,
VRSIL (Virtual Simulations) is an advanced virtual reality product designed to revolutionize training and skill development in both the medical and industrial sectors. By seamlessly integrating state-of-the-art VR technology with custom hardware extensions, VRSIL provides immersive, realistic simulations that enhance learning and performance.
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