Hamid Gholamhosseini

Orcid: 0000-0002-0135-2687

According to our database1, Hamid Gholamhosseini authored at least 75 papers between 2003 and 2024.

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Bibliography

2024
Motion artifacts in capacitive ECG monitoring systems: a review of existing models and reduction techniques.
Medical Biol. Eng. Comput., December, 2024

2023
Hybrid CNN-SVR Blood Pressure Estimation Model Using ECG and PPG Signals.
Sensors, February, 2023

Deep Learning Model with Atrous Convolutions for Improving Skin Cancer Classification.
Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

Analyzing the Impact of Image Denoising and Segmentation on Melanoma Classification Using Convolutional Neural Networks.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Melanoma Classification Using a Novel Deep Convolutional Neural Network with Dermoscopic Images.
Sensors, 2022

Skin lesion segmentation using an improved framework of encoder-decoder based convolutional neural network.
Int. J. Imaging Syst. Technol., 2022

POI-3DGCN: Predicting odor intensity of monomer flavors based on three-dimensionally embedded graph convolutional network.
Expert Syst. Appl., 2022

Hairlines removal and low contrast enhancement of melanoma skin images using convolutional neural network with aggregation of contextual information.
Biomed. Signal Process. Control., 2022

Automatic lesion segmentation using atrous convolutional deep neural networks in dermoscopic skin cancer images.
BMC Medical Imaging, 2022

2021
Real-Time and Offline Evaluation of Myoelectric Pattern Recognition for the Decoding of Hand Movements.
Sensors, 2021

Early Detection of Prediabetes and T2DM Using Wearable Sensors and Internet-of-Things-Based Monitoring Applications.
Appl. Clin. Inform., 2021

Synthetic Images Generation Using Conditional Generative Adversarial Network for Skin Cancer Classification.
Proceedings of the IEEE Region 10 Conference, 2021

A Comparison of Approaches for Synchronizing Events in Video Streams Using Audio.
Proceedings of the Geometry and Vision - First International Symposium, 2021

Deep Learning in Medical Applications: Lesion Segmentation in Skin Cancer Images Using Modified and Improved Encoder-Decoder Architecture.
Proceedings of the Geometry and Vision - First International Symposium, 2021

Continuous Blood Pressure Estimation From Non-Invasive Measurements Using Support Vector Regression.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Lesion Border Detection of Skin Cancer Images Using Deep Fully Convolutional Neural Network with Customized Weights.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
FPGA Implementations of SVM Classifiers: A Review.
SN Comput. Sci., 2020

Dynamic hardware system for cascade SVM classification of melanoma.
Neural Comput. Appl., 2020

Evaluation of surface EMG-based recognition algorithms for decoding hand movements.
Medical Biol. Eng. Comput., 2020

Deep Convolutional Neural Network for Melanoma Detection using Dermoscopy Images.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Usability and User-Experience Analysis of VitalsAssist: A mHealth Application to Monitor Vital Signs in Acute Care Settings.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Discrimination of Two Cultivars of <i>Alpinia Officinarum</i> Hance Using an Electronic Nose and Gas Chromatography-Mass Spectrometry Coupled with Chemometrics.
Sensors, 2019

Classification and Identification of Industrial Gases Based on Electronic Nose Technology.
Sensors, 2019

A system on chip for melanoma detection using FPGA-based SVM classifier.
Microprocess. Microsystems, 2019

A Systematic Review of Wearable Sensors and IoT-Based Monitoring Applications for Older Adults - a Focus on Ageing Population and Independent Living.
J. Medical Syst., 2019

Clinical decision support systems in hospital care using ubiquitous devices: Current issues and challenges.
Health Informatics J., 2019

A Fused Pattern Recognition Model to Detect Glaucoma Using Retinal Nerve Fiber Layer Thickness Measurements.
Proceedings of the Image and Video Technology - 9th Pacific-Rim Symposium, 2019

Estimating Systolic Blood Pressure Using Convolutional Neural Networks.
Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019

Obesity Risk Assessment Model Using Wearable Technology with Personalized Activity, Calorie Expenditure and Health Profile.
Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019

A Novel Medical Device for Early Detection of Melanoma.
Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019

Blood Pressure Estimation from Electrocardiogram and Photoplethysmography Signals Using Continuous Wavelet Transform and Convolutional Neural Network.
Proceedings of the 2019 International Conference on Information Resources Management, 2019

A Cox-based Model for Predicting the Risk of Cardiovascular Disease.
Proceedings of the 2019 International Conference on Information Resources Management, 2019

Current Challenges and Barriers to the Wider Adoption of Wearable Sensor Applications and Internet-of-Things in Health and Well-being.
Proceedings of the 2019 International Conference on Information Resources Management, 2019

2018
Detecting and Identifying Industrial Gases by a Method Based on Olfactory Machine at Different Concentrations.
J. Electr. Comput. Eng., 2018

Medical Device Integrated Vital Signs Monitoring Application with Real-Time Clinical Decision Support.
Proceedings of the pHealth 2018 - Proceedings of the 15th International Conference on Wearable Micro and Nano Technologies for Personalized Health,, 2018

Cuffless Blood Pressure Estimation Using Pulse Transit Time and Photoplethysmogram Intensity Ratio.
Proceedings of the pHealth 2018 - Proceedings of the 15th International Conference on Wearable Micro and Nano Technologies for Personalized Health,, 2018

Automated Glaucoma Diagnosis Using Deep and Transfer Learning: Proposal of a System for Clinical Testing.
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Superpixel Segmentation Methods on Stereo Fundus Images and Disparity Map for Glaucoma Detection.
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Unsupervised Optic Cup and Optic Disk Segmentation for Glaucoma Detection by ICICA.
Proceedings of the 15th International Symposium on Pervasive Systems, 2018

A Comparison of Transfer Learning Techniques, Deep Convolutional Neural Network and Multilayer Neural Network Methods for the Diagnosis of Glaucomatous Optic Neuropathy.
Proceedings of the New Trends in Computer Technologies and Applications, 2018

Interoperability and reliability of wearable healthcare devices for emergency care.
Proceedings of the IEEE International Conference on Consumer Electronics, 2018

Clinical Decision Support for Early Detection of Prediabetes and Type 2 Diabetes Mellitus Using Wearable Technology.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Identification of Chinese Herbal Medicines with Electronic Nose Technology: Applications and Challenges.
Sensors, 2017

A Systematic Review of Wearable Patient Monitoring Systems - Current Challenges and Opportunities for Clinical Adoption.
J. Medical Syst., 2017

A new ensemble classifier for multivariate medical data.
Proceedings of the 27th International Telecommunication Networks and Applications Conference, 2017

SVM classifier on chip for melanoma detection.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Smartphone-based Continuous Blood Pressure Measurement Using Pulse Transit Time.
Proceedings of the pHealth 2016, 2016

Lesion border detection using deep learning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Hardware Acceleration of SVM-Based Classifier for Melanoma Images.
Proceedings of the Image and Video Technology - PSIVT 2015 Workshops, 2015

Advanced Decision Support System for Older Adults.
Proceedings of the pHealth 2015, 2015

ECG Artifact Removal from Surface EMG Signal Using an Automated Method Based on Wavelet-ICA.
Proceedings of the pHealth 2015, 2015

Tablet-based patient monitoring and decision support systems in hospital care.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Integrated vital signs monitoring system using ubiquitous devices: Multiple physical signs detection and decision support for hospitalized older adults.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
A cascade classifier for diagnosis of melanoma in clinical images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A multifactorial falls risk prediction model for hospitalized older adults.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Real-time vital signs monitoring and interpretation system for early detection of multiple physical signs in older adults.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

A wireless patient monitoring system for hospitalized older adults: Acceptability, reliability and accuracy evaluation.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013
A comprehensive survey of wearable and wireless ECG monitoring systems for older adults.
Medical Biol. Eng. Comput., 2013

Smart Health Monitoring Systems: An Overview of Design and Modeling.
J. Medical Syst., 2013

Fuzzy logic based anaesthesia monitoring systems for the detection of absolute hypovolaemia.
Comput. Biol. Medicine, 2013

Border Detection of Skin Lesions on a Single System on Chip.
Proceedings of the Advanced Technologies, Embedded and Multimedia for Human-centric Computing, 2013

Wireless remote patient monitoring in older adults.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2011
Wireless Sensor Network Based Wildfire Hazard Prediction System Modeling.
Proceedings of the 2nd International Conference on Ambient Systems, 2011

Data stream mining for wireless sensor networks environment: energy efficient fuzzy clustering algorithm.
Int. J. Auton. Adapt. Commun. Syst., 2011

Progressive Side Information Refinement Algorithm for Wyner-Ziv Codec.
IEICE Trans. Inf. Syst., 2011

Comparison of performance parameters for conventional and localized surface plasmon resonance graphene biosensors.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Detection and classification of hypovolaemia during anaesthesia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
A Practical Approach for Calibration of Omnidirectional Stereo Cameras.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2008
Intelligent Fish Freshness Assessment.
J. Sensors, 2008

2007
Integration of Vibro-Acoustography Imaging Modality with the Traditional Mammography.
Int. J. Biomed. Imaging, 2007

2006
Extracting Effective Features of SEMG Using Continuous Wavelet Transform.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Fusion of Vibro-acoustography Images and X-ray Mammography.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Facial image reconstruction using polygon approximation.
Proceedings of the Signal and Image Processing (SIP 2005), 2005

2003
Facial Expression Analysis for Estimating Learner?s Emotional State in Intelligent Tutoring Systems.
Proceedings of the 2003 IEEE International Conference on Advanced Learning Technologies, 2003

A Facial Expression Analysis Component for Affective Tutoring Systems.
Proceedings of the IADIS International Conference WWW/Internet 2003, 2003


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