Cargando…

Performance Analysis of Conventional Machine Learning Algorithms for Identification of Chronic Kidney Disease in Type 1 Diabetes Mellitus Patients

Chronic kidney disease (CKD) is one of the severe side effects of type 1 diabetes mellitus (T1DM). However, the detection and diagnosis of CKD are often delayed because of its asymptomatic nature. In addition, patients often tend to bypass the traditional urine protein (urinary albumin)-based CKD de...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chowdhury, Nakib Hayat, Reaz, Mamun Bin Ibne, Haque, Fahmida, Ahmad, Shamim, Ali, Sawal Hamid Md, A Bakar, Ahmad Ashrif, Bhuiyan, Mohammad Arif Sobhan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700037/ https://www.ncbi.nlm.nih.gov/pubmed/34943504 http://dx.doi.org/10.3390/diagnostics11122267

Ejemplares similares

Performance Analysis of Conventional Machine Learning Algorithms for Diabetic Sensorimotor Polyneuropathy Severity Classification
por: Haque, Fahmida, et al.
Publicado: (2021)

Nomogram-Based Chronic Kidney Disease Prediction Model for Type 1 Diabetes Mellitus Patients Using Routine Pathological Data
por: Chowdhury, Nakib Hayat, et al.
Publicado: (2022)

Machine Learning-Based Epileptic Seizure Detection Methods Using Wavelet and EMD-Based Decomposition Techniques: A Review
por: Thangarajoo, Rabindra Gandhi, et al.
Publicado: (2021)

Force-Invariant Improved Feature Extraction Method for Upper-Limb Prostheses of Transradial Amputees
por: Islam, Md. Johirul, et al.
Publicado: (2021)

Machine Learning-Based Diabetic Neuropathy and Previous Foot Ulceration Patients Detection Using Electromyography and Ground Reaction Forces during Gait
por: Haque, Fahmida, et al.
Publicado: (2022)

Performance analysis of noninvasive electrophysiological methods for the assessment of diabetic sensorimotor polyneuropathy in clinical research: a systematic review and meta-analysis with trial sequential analysis
por: Haque, Fahmida, et al.
Publicado: (2020)

Performance Analysis of Conventional Machine Learning Algorithms for Diabetic Sensorimotor Polyneuropathy Severity Classification Using Nerve Conduction Studies
por: Haque, Fahmida, et al.
Publicado: (2022)

Myoelectric Pattern Recognition Performance Enhancement Using Nonlinear Features
por: Islam, Md. Johirul, et al.
Publicado: (2022)

A Machine Learning-Based Severity Prediction Tool for the Michigan Neuropathy Screening Instrument
por: Haque, Fahmida, et al.
Publicado: (2023)

Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals Using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis
por: Hossain, Md Shafayet, et al.
Publicado: (2022)

A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images
por: Khandakar, Amith, et al.
Publicado: (2022)

Lightweight End-to-End Deep Learning Solution for Estimating the Respiration Rate from Photoplethysmogram Signal
por: Chowdhury, Moajjem Hossain, et al.
Publicado: (2022)

Thermal Change Index-Based Diabetic Foot Thermogram Image Classification Using Machine Learning Techniques
por: Khandakar, Amith, et al.
Publicado: (2022)

Design and Implementation of a Smart Insole System to Measure Plantar Pressure and Temperature
por: Khandakar, Amith, et al.
Publicado: (2022)

Advances in Bio-Tactile Sensors for Minimally Invasive Surgery Using the Fibre Bragg Grating Force Sensor Technique:A Survey
por: Abushagur, Abdulfatah A.G., et al.
Publicado: (2014)

A Novel Vehicle Stationary Detection Utilizing Map Matching and IMU Sensors
por: Amin, Md. Syedul, et al.
Publicado: (2014)

Designing a Ring-VCO for RFID Transponders in 0.18 μm CMOS Process
por: Jalil, Jubayer, et al.
Publicado: (2014)

An 8.72 µW Low-Noise and Wide Bandwidth FEE Design for High-Throughput Pixel-Strip (PS) Sensors
por: Jérôme, Folla Kamdem, et al.
Publicado: (2021)

Design, Construction and Testing of IoT Based Automated Indoor Vertical Hydroponics Farming Test-Bed in Qatar
por: Chowdhury, Muhammad E. H., et al.
Publicado: (2020)

Surface Electromyography Signal Processing and Classification Techniques
por: Chowdhury, Rubana H., et al.
Publicado: (2013)

Estimating Blood Pressure from the Photoplethysmogram Signal and Demographic Features Using Machine Learning Techniques
por: Chowdhury, Moajjem Hossain, et al.
Publicado: (2020)

An Integrated Approach for Platoon-based Simulation and Its Feasibility Assessment
por: Ng, Kok Mun, et al.
Publicado: (2015)

Platoon Interactions and Real-World Traffic Simulation and Validation Based on the LWR-IM
por: Ng, Kok Mun, et al.
Publicado: (2016)

Characterization of Textile-Insulated Capacitive Biosensors
por: Ng, Charn Loong, et al.
Publicado: (2017)

Machine Learning-Based Early Prediction of Sepsis Using Electronic Health Records: A Systematic Review
por: Islam, Khandaker Reajul, et al.
Publicado: (2023)

Characterization of capacitive electromyography biomedical sensor insulated with porous medical bandages
por: Ng, Charn Loong, et al.
Publicado: (2020)

A new hybrid algorithm for intelligent detection of sudden decline syndrome of date palm disease
por: Magsi, Aurangzeb, et al.
Publicado: (2023)

MultiResUNet3+: A Full-Scale Connected Multi-Residual UNet Model to Denoise Electrooculogram and Electromyogram Artifacts from Corrupted Electroencephalogram Signals
por: Hossain, Md Shafayet, et al.
Publicado: (2023)

Evolution of Electroencephalogram Signal Analysis Techniques during Anesthesia
por: Al-Kadi, Mahmoud I., et al.
Publicado: (2013)

High-Speed Current dq PI Controller for Vector Controlled PMSM Drive
por: Marufuzzaman, Mohammad, et al.
Publicado: (2014)

Prognostic Model of ICU Admission Risk in Patients with COVID-19 Infection Using Machine Learning
por: Islam, Khandaker Reajul, et al.
Publicado: (2022)

Polysaccharides as the Sensing Material for Metal Ion Detection-Based Optical Sensor Applications
por: Azeman, Nur Hidayah, et al.
Publicado: (2020)

Real-Time Smart-Digital Stethoscope System for Heart Diseases Monitoring
por: Chowdhury, Muhammad E.H., et al.
Publicado: (2019)

A low power and low ripple CMOS high voltage generator for RFID transponder EEPROM
por: Rahman, Labonnah Farzana, et al.
Publicado: (2020)

Development of Phase Detection Schemes Based on Surface Plasmon Resonance Using Interferometry
por: Kashif, Muhammad, et al.
Publicado: (2014)

Cantilever Beam with a Single Fiber Bragg Grating to Measure Temperature and Transversal Force Simultaneously
por: Abushagur, Abdulfatah A. G., et al.
Publicado: (2021)

A High-Speed and Low-Offset Dynamic Latch Comparator
por: Rahman, Labonnah Farzana, et al.
Publicado: (2014)

Reduction of the Dimensionality of the EEG Channels during Scoliosis Correction Surgeries Using a Wavelet Decomposition Technique
por: Al-Kadi, Mahmoud I., et al.
Publicado: (2014)

Recent Advances in Shape-Controlled Synthesis of Noble Metal Nanoparticles by Radiolysis Route
por: Abedini, Alam, et al.
Publicado: (2016)

Design of High Speed and Low Offset Dynamic Latch Comparator in 0.18 µm CMOS Process
por: Rahman, Labonnah Farzana, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_ptvqfku7gh695kg8of2h2101cp