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New era of artificial intelligence and machine learning-based detection, diagnosis, and therapeutics in Parkinson's disease
Parkinson's disease (PD) is characterized by the loss of neuronal cells, which leads to
synaptic dysfunction and cognitive defects. Despite the advancements in treatment …
synaptic dysfunction and cognitive defects. Despite the advancements in treatment …
[PDF][PDF] Supervised learning-a systematic literature review
S Dridi - preprint, Dec, 2021 - files.osf.io
Machine Learning (ML) is a rapidly emerging field that enables a plethora of innovative
approaches to solving real-world problems. It enables machines to learn without human …
approaches to solving real-world problems. It enables machines to learn without human …
Diabetes prediction using machine learning and explainable AI techniques
I Tasin, TU Nabil, S Islam… - Healthcare technology …, 2023 - Wiley Online Library
Globally, diabetes affects 537 million people, making it the deadliest and the most common
non‐communicable disease. Many factors can cause a person to get affected by diabetes …
non‐communicable disease. Many factors can cause a person to get affected by diabetes …
[HTML][HTML] An ensemble approach to predict early-stage diabetes risk using machine learning: An empirical study
Diabetes is a long-lasting disease triggered by expanded sugar levels in human blood and
can affect various organs if left untreated. It contributes to heart disease, kidney issues …
can affect various organs if left untreated. It contributes to heart disease, kidney issues …
[HTML][HTML] An unsupervised cluster-based feature grou** model for early diabetes detection
Diabetes mellitus is often a hyperglycemic condition that poses a substantial threat to human
health. Early diabetes detection decreases morbidity and mortality. Due to the scarcity of …
health. Early diabetes detection decreases morbidity and mortality. Due to the scarcity of …
[PDF][PDF] A Comprehensive Analysis on Detecting Chronic Kidney Disease by Employing Machine Learning Algorithms.
MM Nishat, F Faisal, RR Dip… - … Pervasive Health & …, 2021 - pdfs.semanticscholar.org
Abstract INTRODUCTION: Chronic Kidney Disease refers to the slow, progressive
deterioration of kidney functions. However, the impairment is irreversible and imperceptible …
deterioration of kidney functions. However, the impairment is irreversible and imperceptible …
Efficient prediction of early-stage diabetes using XGBoost classifier with random forest feature selection technique
S Gündoğdu - Multimedia Tools and Applications, 2023 - Springer
Diabetes is one of the most common and serious diseases affecting human health. Early
diagnosis and treatment are vital to prevent or delay complications related to diabetes. An …
diagnosis and treatment are vital to prevent or delay complications related to diabetes. An …
Comprehensive evaluation and performance analysis of machine learning in heart disease prediction
Heart disease is a leading cause of mortality on a global scale. Accurately predicting
cardiovascular disease poses a significant challenge within clinical data analysis. The …
cardiovascular disease poses a significant challenge within clinical data analysis. The …
[HTML][HTML] Using recurrent neural networks for predicting type-2 diabetes from genomic and tabular data
The development of genomic technology for smart diagnosis and therapies for various
diseases has lately been the most demanding area for computer-aided diagnostic and …
diseases has lately been the most demanding area for computer-aided diagnostic and …
A comparative analysis of meta-heuristic optimization algorithms for feature selection on ML-based classification of heart-related diseases
This study aims to use a machine learning (ML)-based enhanced diagnosis and survival
model to predict heart disease and survival in heart failure by combining the cuckoo search …
model to predict heart disease and survival in heart failure by combining the cuckoo search …