Pantelis Georgiou
Orcid: 0000-0003-2476-3857
According to our database1,
Pantelis Georgiou
authored at least 196 papers
between 2006 and 2025.
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Bibliography
2025
Advances in diagnosis and prognosis of bacteraemia, bloodstream infection, and sepsis using machine learning: A comprehensive living literature review.
Artif. Intell. Medicine, 2025
2024
Population-Specific Glucose Prediction in Diabetes Care With Transformer-Based Deep Learning on the Edge.
IEEE Trans. Biomed. Circuits Syst., April, 2024
Predicting deterioration in dengue using a low cost wearable for continuous clinical monitoring.
npj Digit. Medicine, 2024
Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous Decentralized Federated Learning Approach.
CoRR, 2024
GARNN: An Interpretable Graph Attentive Recurrent Neural Network for Predicting Blood Glucose Levels via Multivariate Time Series.
CoRR, 2024
Rapid Diagnostics for Colorectal Cancer using Lab-on-Chip Technology with Machine Learning.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024
Optimal filtering and smoothing thresholds for high-frequency photoplethysmography signals.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024
2023
IEEE Trans. Biomed. Circuits Syst., December, 2023
Mapping patient pathways and understanding clinical decision-making in dengue management to inform the development of digital health tools.
BMC Medical Informatics Decis. Mak., December, 2023
GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks.
IEEE J. Biomed. Health Informatics, October, 2023
Offline Deep Reinforcement Learning and Off-Policy Evaluation for Personalized Basal Insulin Control in Type 1 Diabetes.
IEEE J. Biomed. Health Informatics, October, 2023
Classification of nucleic acid amplification on ISFET arrays using spectrogram-based neural networks.
Comput. Biol. Medicine, July, 2023
Deep Domain Adaptation Enhances Amplification Curve Analysis for Single-Channel Multiplexing in Real-Time PCR.
IEEE J. Biomed. Health Informatics, June, 2023
A Personalized and Adaptive Insulin Bolus Calculator Based on Double Deep Q- Learning to Improve Type 1 Diabetes Management.
IEEE J. Biomed. Health Informatics, May, 2023
A Multi-Site, Multi-Wavelength PPG Platform for Continuous Non-Invasive Health Monitoring in Hospital Settings.
IEEE Trans. Biomed. Circuits Syst., April, 2023
IoMT-Enabled Real-Time Blood Glucose Prediction With Deep Learning and Edge Computing.
IEEE Internet Things J., March, 2023
Learning meaningful latent space representations for patient risk stratification: Model development and validation for dengue and other acute febrile illness.
Frontiers Digit. Health, March, 2023
Personalized Blood Glucose Prediction for Type 1 Diabetes Using Evidential Deep Learning and Meta-Learning.
IEEE Trans. Biomed. Eng., 2023
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Drift Prediction and Chemical Reaction Identification for ISFETs using Deep Learning.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Distinguishing PIK3CA p.E545K Mutational Status from Pseudogene DNA with a Next-Generation ISFET Sensor Array.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023
2022
Nat. Mac. Intell., November, 2022
IEEE J. Biomed. Health Informatics, 2022
A LoC Ion Imaging Platform for Spatio-Temporal Characterisation of Ion-Selective Membranes.
IEEE Trans. Biomed. Circuits Syst., 2022
A Deep Learning Framework for Automatic Meal Detection and Estimation in Artificial Pancreas Systems.
Sensors, 2022
npj Digit. Medicine, 2022
The Diagnosis of Dengue in Patients Presenting With Acute Febrile Illness Using Supervised Machine Learning and Impact of Seasonality.
Frontiers Digit. Health, 2022
Machine learning and synthetic outcome estimation for individualised antimicrobial cessation.
Frontiers Digit. Health, 2022
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022
2021
IEEE J. Biomed. Health Informatics, 2021
Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation.
IEEE J. Biomed. Health Informatics, 2021
Real-Time Forecasting of sEMG Features for Trunk Muscle Fatigue Using Machine Learning.
IEEE Trans. Biomed. Eng., 2021
An Ultra-High Frame Rate Ion Imaging Platform Using ISFET Arrays With Real-Time Compression.
IEEE Trans. Biomed. Circuits Syst., 2021
Detection of Multiple Breast Cancer ESR1 Mutations on an ISFET Based Lab-on-Chip Platform.
IEEE Trans. Biomed. Circuits Syst., 2021
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021
Multiple Input, Single Output Frequency Mixing Communication Technique for Low Power Data Transmission.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
A 1000fps Programmable Gain CMOS ISFET SoC with Array-Level Offset Compensation for Real Time Ion Imaging.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
A Dual-Sensing CMOS Array for Combined Impedance-pH Detection of DNA with Integrated Electric Field Manipulation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
A USB 3.0 High Speed Digital Readout System with Dynamic Frame Rate Processing for ISFET Lab-on-Chip Platforms.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
A Multi-Sensing ISFET Array for Simultaneous In-Pixel Detection of Light, Temperature, Moisture and Ions.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
A Wireless Power Management Unit with a Novel Self-Tuned LDO for System-On-Chip Sensors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
Detection of MGMT methylation status using a Lab-on-Chip compatible isothermal amplification method.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021
Live Demonstration: An IoT Wearable Device for Real-time Blood Glucose Prediction with Edge AI.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021
Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021
2020
IEEE J. Biomed. Health Informatics, 2020
IEEE J. Biomed. Health Informatics, 2020
Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers.
IEEE J. Biomed. Health Informatics, 2020
A 128 × 128 Current-Mode Ultra-High Frame Rate ISFET Array With In-Pixel Calibration for Real-Time Ion Imaging.
IEEE Trans. Biomed. Circuits Syst., 2020
IEEE Trans. Biomed. Circuits Syst., 2020
Sensors, 2020
J. Heal. Informatics Res., 2020
CoRR, 2020
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
High-Throughput Digital Readout System for Real-Time Ion Imaging using CMOS ISFET Arrays.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
A Combined ISFET-Electric Field Actuation System for Enhanced Detection of DNA: A Proof-of-Concept.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
A Multi-Sensing Pixel for Integrated Opto-Chemical Sensing with Temperature Compensation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
In-Silico Automated Allele-Specific Primer Design for Loop-Mediated Isothermal Amplification.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020
Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020
2019
Ultrafast Large-Scale Chemical Sensing With CMOS ISFETs: A Level-Crossing Time-Domain Approach.
IEEE Trans. Biomed. Circuits Syst., 2019
Long-Term Glucose Forecasting Using a Physiological Model and Deconvolution of the Continuous Glucose Monitoring Signal.
Sensors, 2019
Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes - An In Silico Proof-of-Concept.
Sensors, 2019
Modeling the effect of the cephalic phase of insulin secretion on glucose metabolism.
Medical Biol. Eng. Comput., 2019
J. Circuits Syst. Comput., 2019
J. Circuits Syst. Comput., 2019
J. Circuits Syst. Comput., 2019
A Dual-Hormone Closed-Loop Delivery System for Type 1 Diabetes Using Deep Reinforcement Learning.
CoRR, 2019
Enhancing Blood Glucose Prediction with Meal Absorption and Physical Exercise Information.
CoRR, 2019
Comput. Chem. Eng., 2019
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
A 32×32 ISFET Array with In-Pixel Digitisation and Column-Wise TDC for Ultra-Fast Chemical Sensing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
A Novel Glucose Controller using Insulin Sensitivity Modulation for Management of Type 1 Diabetes.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019
Real-Time Forecasting and Classification of Trunk Muscle Fatigue Using Surface Electromyography.
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019
Rapid detection of Klebsiella pneumoniae using an auto-calibrated ISFET-array Lab-on-Chip platform.
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019
A Time-Domain Current-Mode MAC Engine for Analogue Neural Networks in Flexible Electronics.
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019
Live Demonstration: A Portable ISFET Platform for PoC Diagnosis Powered by Solar Energy.
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019
2018
Closed-Loop Control for Precision Antimicrobial Delivery: An In Silico Proof-of-Concept.
IEEE Trans. Biomed. Eng., 2018
Vital Sign Monitoring Through the Back Using an UWB Impulse Radar With Body Coupled Antennas.
IEEE Trans. Biomed. Circuits Syst., 2018
A Scalable ISFET Sensing and Memory Array With Sensor Auto-Calibration for On-Chip Real-Time DNA Detection.
IEEE Trans. Biomed. Circuits Syst., 2018
A 12.8 k Current-Mode Velocity-Saturation ISFET Array for On-Chip Real-Time DNA Detection.
IEEE Trans. Biomed. Circuits Syst., 2018
IEEE Trans. Biomed. Circuits Syst., 2018
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
An ISFET Pixel with Integrated Trapped Charge Compensation using Temperature Feedback.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
A 96-channel ASIC for sEMG Fatigue Monitoring with Compressed Sensing for Data Reduction.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
A Portable Low-Power Platform for Ambulatory Closed Loop Control of Blood Glucose in Type 1 Diabetes.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Live Demonstration: A Mobile Diagnostic System for Rapid Detection and Tracking of Infectious Diseases.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
A CMOS Bio-Chip combining pH Sensing, Temperature Regulation and Electric Field Generation for DNA Detection and Manipulation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018
Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018
2017
A Differential Electrochemical Readout ASIC With Heterogeneous Integration of Bio-Nano Sensors for Amperometric Sensing.
IEEE Trans. Biomed. Circuits Syst., 2017
IEEE Trans. Biomed. Circuits Syst., 2017
BMC Medical Informatics Decis. Mak., 2017
Enhancing automatic closed-loop glucose control in type 1 diabetes with an adaptive meal bolus calculator - in silico evaluation under intra-day variability.
Comput. Methods Programs Biomed., 2017
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Live demonstration: Real-time chemical imaging of ionic solutions using an ISFET array.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Live demonstration: An NFC based batteryless CMOS ISFET array for real-time pH measurements of bio-fluids.
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017
Data-driven Web-based Intelligent Decision Support System for Infection Management at Point-Of-Care: Case-Based Reasoning Benefits and Limitations.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017
Live demonstration: A batteryless CMOS ISFET array powered by body heat for real-time monitoring of bio-fluids.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017
2016
An Advanced Bolus Calculator for Type 1 Diabetes: System Architecture and Usability Results.
IEEE J. Biomed. Health Informatics, 2016
IEEE J. Biomed. Health Informatics, 2016
A Real-Time de novo DNA Sequencing Assembly Platform Based on an FPGA Implementation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2016
IEEE Trans. Circuits Syst. I Regul. Pap., 2016
IEEE Trans. Biomed. Circuits Syst., 2016
A Sub-100 ppm/<sup>°</sup>C Temperature-Compensated High-Frequency CMOS Relaxation Oscillator.
Circuits Syst. Signal Process., 2016
Comparison of sEMG bit-stream modulators for cross-correlation based muscle fatigue estimation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Live demonstration: Smartwatch implementation of an advanced insulin bolus calculator for diabetes.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Live demonstration: A portable multi-channel potentiostat for real-time amperometric measurement of multi-electrode sensor arrays.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
A portable multi-channel potentiostat for real-time amperometric measurement of multi-electrode sensor arrays.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Live demonstrator: Challenging the Bio-inspired Artificial Pancreas with a mixed-meal model library.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016
Scaling ISFET instrumentation with in-pixel quantisation to deep submicron technologies.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016
2015
IEEE J. Biomed. Health Informatics, 2015
IEEE Trans. Biomed. Circuits Syst., 2015
The "Wear and Measure" Approach: Linking Joint Stability Measurements from a Smart Clothing System to Optical Tracking.
J. Sensors, 2015
Method for automatic adjustment of an insulin bolus calculator: In silico robustness evaluation under intra-day variability.
Comput. Methods Programs Biomed., 2015
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015
2014
Bio-Inspired Glucose Control in Diabetes Based on an Analogue Implementation of a $\beta $-Cell Model.
IEEE Trans. Biomed. Circuits Syst., 2014
IEEE Trans. Biomed. Circuits Syst., 2014
Design considerations for a CMOS Lab-on-Chip microheater array to facilitate the in vitro thermal stimulation of neurons.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014
Development of a wireless multi-functional body sensing platform for smart garment integration.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014
Live demonstration: An advanced bolus calculator for diabetes management - A clinical and patient platform.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014
Live demonstration: A handheld Bio-inspired Artificial pancreas for treatment of diabetes.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014
2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
A study of the partitioned dynamic programming algorithm for genome comparison in FPGA.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Proceedings of the 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS), Rotterdam, The Netherlands, October 31, 2013
2012
An Efficient Implementation of the SIVIA Algorithm in a High-Level Numerical Programming Language.
Reliab. Comput., 2012
Frequency analysis of wireless accelerometer and EMG sensors data: Towards discrimination of normal and asymmetric walking pattern.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012
Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012
Applying EMG spike and peak counting for a real-time muscle fatigue monitoring system.
Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012
Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012
2011
Live demonstration: A CMOS-based lab-on-chip array for combined magnetic manipulation and opto-chemical sensing.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the IEEE Asian Solid-State Circuits Conference, 2011
2010
Proceedings of the IEEE International Solid-State Circuits Conference, 2010
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
2009
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
Effect of Mobile Ionic-charge on CMOS based Ion-sensitive Field-effect Transistors (ISFETs).
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
2008
A bio-inspired closed-loop insulin delivery based on the silicon pancreatic beta-cell.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
2007
IEEE Trans. Biomed. Circuits Syst., 2007
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007
2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006