List of works - Alexandros T. Tzallas

A Dataset of Scalp EEG Recordings of Alzheimer’s Disease, Frontotemporal Dementia and Healthy Subjects from Routine EEG

scientific article published in 2023

A Kalman filter based methodology for EEG spike enhancement

scientific article published on 16 November 2006

A multichannel watershed-based segmentation method for multispectral chromosome classification

scientific article published in May 2008

Adverse event prediction in patients with left ventricular assist devices

scientific article published in January 2013

An automated methodology for levodopa-induced dyskinesia: assessment based on gyroscope and accelerometer signals

scientific article

Assessment of tremor activity in the Parkinson's disease using a set of wearable sensors

scientific article published on 2 January 2012

Automated Levodopa-induced dyskinesia assessment

scientific article published on January 2010

Automated knowledge-based fuzzy models generation for weaning of patients receiving ventricular assist device (VAD) therapy.

scientific article

Automatic detection of freezing of gait events in patients with Parkinson's disease

scientific article published on 26 November 2012

Automatic seizure detection based on time-frequency analysis and artificial neural networks.

scientific article published on January 2007

Continuous Non-Invasive Glucose Monitoring via Contact Lenses: Current Approaches and Future Perspectives

scientific article published on 09 June 2021

Cytokine profile in drug-naïve, first episode patients with psychosis

scientific article published on 17 July 2015

EEG Window Length Evaluation for the Detection of Alzheimer's Disease over Different Brain Regions.

scientific article published on 14 April 2019

EEG transient event detection and classification using association rules.

scientific article published in July 2006

Effects of dual endothelin receptor blockade on sympathetic activation and arrhythmogenesis during acute myocardial infarction in rats

scientific article published on 13 November 2007

Effects of pre- and postconditioning on arrhythmogenesis in the in vivo rat model

scientific article published on 21 March 2013

Endothelin-B receptors and ventricular arrhythmogenesis in the rat model of acute myocardial infarction

scientific article published on 17 October 2009

Epileptic seizure detection in EEGs using time-frequency analysis

scientific article published on 16 March 2009

Epileptic spike detection using a Kalman filter based approach

scientific article published in January 2006

Expression of Circulating MicroRNAs Linked to Bone Metabolism in Chronic Kidney Disease-Mineral and Bone Disorder

scientific article published on 12 December 2020

GenClass: A parallel tool for data classification based on Grammatical Evolution

scientific article published in 2021

Grammatical Evolution-Based Feature Extraction for Hemiplegia Type Detection

scientific article published in 2022

Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement

scientific article published in 2022

High-Throughput, Machine Learning-Based Quantification of Steatosis, Inflammation, Ballooning, and Fibrosis in Biopsies From Patients With Nonalcoholic Fatty Liver Disease

scientific article published on 27 December 2019

Improving the Accuracy of Low-Cost Sensor Measurements for Freezer Automation

scientific article published on 09 November 2020

Knowledge Editor and execution engine development for optimal ventricular assist device weaning

scientific article

Prediction of COVID-19 Cases Using Constructed Features by Grammatical Evolution

scientific article published in 2022

RbfDeSolver: A Software Tool to Approximate Differential Equations Using Radial Basis Functions

scientific article published in 2022

Real-time quantification of resting tremor in the Parkinson's disease

scientific article published in January 2009

Sex hormone levels in drug-naïve, first-episode patients with psychosis

scientific article published on 11 December 2019

The use of time-frequency distributions for epileptic seizure detection in EEG recordings

scientific article published in January 2007

Using partial decision trees to predict Parkinson's symptoms: a new approach for diagnosis and therapy in patients suffering from Parkinson's disease.

scientific article published on 23 December 2011

List of works by Alexandros T. Tzallas

A Dataset of Scalp EEG Recordings of Alzheimer’s Disease, Frontotemporal Dementia and Healthy Subjects from Routine EEG

A Kalman filter based methodology for EEG spike enhancement

A multichannel watershed-based segmentation method for multispectral chromosome classification

Adverse event prediction in patients with left ventricular assist devices

An automated methodology for levodopa-induced dyskinesia: assessment based on gyroscope and accelerometer signals

Assessment of tremor activity in the Parkinson's disease using a set of wearable sensors

Automated Levodopa-induced dyskinesia assessment

Automated knowledge-based fuzzy models generation for weaning of patients receiving ventricular assist device (VAD) therapy.

Automatic detection of freezing of gait events in patients with Parkinson's disease

Automatic seizure detection based on time-frequency analysis and artificial neural networks.

Continuous Non-Invasive Glucose Monitoring via Contact Lenses: Current Approaches and Future Perspectives

Cytokine profile in drug-naïve, first episode patients with psychosis

EEG Window Length Evaluation for the Detection of Alzheimer's Disease over Different Brain Regions.

EEG transient event detection and classification using association rules.

Effects of dual endothelin receptor blockade on sympathetic activation and arrhythmogenesis during acute myocardial infarction in rats

Effects of pre- and postconditioning on arrhythmogenesis in the in vivo rat model

Endothelin-B receptors and ventricular arrhythmogenesis in the rat model of acute myocardial infarction

Epileptic seizure detection in EEGs using time-frequency analysis

Epileptic spike detection using a Kalman filter based approach

Expression of Circulating MicroRNAs Linked to Bone Metabolism in Chronic Kidney Disease-Mineral and Bone Disorder

GenClass: A parallel tool for data classification based on Grammatical Evolution

Grammatical Evolution-Based Feature Extraction for Hemiplegia Type Detection

Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement

High-Throughput, Machine Learning-Based Quantification of Steatosis, Inflammation, Ballooning, and Fibrosis in Biopsies From Patients With Nonalcoholic Fatty Liver Disease

Improving the Accuracy of Low-Cost Sensor Measurements for Freezer Automation

Knowledge Editor and execution engine development for optimal ventricular assist device weaning

Prediction of COVID-19 Cases Using Constructed Features by Grammatical Evolution

RbfDeSolver: A Software Tool to Approximate Differential Equations Using Radial Basis Functions

Real-time quantification of resting tremor in the Parkinson's disease

Sex hormone levels in drug-naïve, first-episode patients with psychosis

The use of time-frequency distributions for epileptic seizure detection in EEG recordings

Using partial decision trees to predict Parkinson's symptoms: a new approach for diagnosis and therapy in patients suffering from Parkinson's disease.