Blood pressure detection using CNN-LSTM model

K Gupta, N Jiwani, N Afreen - 2022 IEEE 11th International …, 2022 - ieeexplore.ieee.org
Blood pressure (BP) is a key indication that needs to be checked on a regular basis. For
maintaining a healthy life normal blood pressure is essential, and a continuous change can …

A convolutional neural network approach for diabetic retinopathy classification

N Jiwani, K Gupta, N Afreen - 2022 IEEE 11th International …, 2022 - ieeexplore.ieee.org
Diabetic Retinopathy (DR) is a kind of problem which affects diabetic patients, particularly
those at their age of working, and can result in vision impairment and possibly irreversible …

Microwave substrate integrated waveguide resonator sensor for non-invasive monitoring of blood glucose concentration: Low cost and painless tool for diabetics

S Kiani, P Rezaei - Measurement, 2023 - Elsevier
In this study, a microwave resonant sensor with an operation frequency of 9 GHz and a
quality factor of 240 has been designed, fabricated and tested by fingertips of the users to …

Liver disease prediction using machine learning classification techniques

K Gupta, N Jiwani, N Afreen… - 2022 IEEE 11th …, 2022 - ieeexplore.ieee.org
Machine Learning is a process which is used to discover patterns in huge data/large data
set to enable decision, thereby allowing machines to go through a learning process (ie …

Automated Seizure Detection using Theta Band

N Jiwani, K Gupta, N Afreen - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
The EEG signal is made up of numerous frequency bands that characterize human
behaviours like emotion, attentiveness, and sleep status, among others. In order to detect …

A LSTM-CNN Model for Epileptic Seizures Detection using EEG Signal

N Jiwani, K Gupta, MHU Sharif… - … on Emerging Smart …, 2022 - ieeexplore.ieee.org
Neurologists visually inspect electroencephalogram (EEG) reports to get the epilepsy
diagnosis. Scholars have suggested automated techniques to detect the ailment due to the …

A Neural Network Approach For Malware Classification

K Gupta, N Jiwani, MHU Sharif… - 2022 International …, 2022 - ieeexplore.ieee.org
Malicious program is commonly known as malware, which is purposely designed to cause
problems in networks and harm in a variety of ways. Malware's primary goal is to disrupt …

Non-invasive determination of blood glucose level using narrowband microwave sensor

VV Deshmukh, SS Chorage - Journal of Ambient Intelligence and …, 2021 - Springer
The diabetic patients use invasive technique to monitor their Blood Glucose Level (BGL) on
a regular basis. This paper mainly presents a system that estimates BGL noninvasively …

Smart door locking system using IoT

K Gupta, N Jiwani, MHU Sharif… - … on Advances in …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) has gained widespread attention among many research areas.
The modern automation has made the life more sophisticated and easier. An IoT based …

Application of transfer learning approach for diabetic retinopathy classification

N Jiwani, K Gupta, MHU Sharif, R Datta… - … on Power Electronics …, 2023 - ieeexplore.ieee.org
Diabetes is a disorder of the metabolism caused by high glucose levels in the body.
Diabetes causes eye deficiency, also known as Diabetic Retinopathy (DR), which causes …