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 …

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 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 …

[HTML][HTML] A comparative analysis of boosting algorithms for chronic liver disease prediction

SM Ganie, PKD Pramanik - Healthcare Analytics, 2024 - Elsevier
Chronic liver disease (CLD) is a major health concern for millions of people all over the
globe. Early prediction and identification are critical for taking appropriate action at the …

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 …

Multiclass classification of liver diseases using optimized machine learning classifiers

P Verma, K Deshmukh… - … and Knowledge Economy …, 2023 - ieeexplore.ieee.org
Chronic hepatitis C is associated with two severe, perhaps fatal health problems: cirrhosis
and liver cancer. Chronic liver disease is an exceedingly dangerous condition requiring …

A computationally efficient speech emotion recognition system employing machine learning classifiers and ensemble learning

N Aishwarya, K Kaur, K Seemakurthy - International Journal of Speech …, 2024 - Springer
Abstract Speech Emotion Recognition (SER) is the process of recognizing and classifying
emotions expressed through speech. SER greatly facilitates personalized and empathetic …

Blockchain Technology In Healthcare Industry

K Gupta, N Jiwani, MHU Sharif… - … on Emerging Trends …, 2022 - ieeexplore.ieee.org
Since blockchain was originated through Bitcoin, study has been conducted to expand its
use cases beyond finance. One sector where blockchain is anticipated to have a big …