Hamid Gholamhosseini

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 48

Top Topics

Decision Support

Top Venues

Publications

Ranpreet Kaur, Hamid Gholamhosseini
Deep Learning Model with Atrous Convolutions for Improving Skin Cancer Classification. PSIVT (2023)
Qi Liu, Dehan Luo, Tengteng Wen, Hamid Gholamhosseini, Xiaofang Qiu, Jingshan Li
POI-3DGCN: Predicting odor intensity of monomer flavors based on three-dimensionally embedded graph convolutional network. Expert Syst. Appl. 199 (2022)
Ranpreet Kaur, Hamid Gholamhosseini, Roopak Sinha, Maria Lindén
Automatic lesion segmentation using atrous convolutional deep neural networks in dermoscopic skin cancer images. BMC Medical Imaging 22 (1) (2022)
Ranpreet Kaur, Hamid Gholamhosseini, Roopak Sinha, Maria Lindén
Melanoma Classification Using a Novel Deep Convolutional Neural Network with Dermoscopic Images. Sensors 22 (3) (2022)
Ranpreet Kaur, Hamid Gholamhosseini, Roopak Sinha
Hairlines removal and low contrast enhancement of melanoma skin images using convolutional neural network with aggregation of contextual information. Biomed. Signal Process. Control. 76 (2022)
Shereen Afifi, Hamid Gholamhosseini, Roopak Sinha
SVM Classifier on Chip for Melanoma Detection. CoRR (2021)
Rachneet Kaur, Hamid Gholamhosseini, Roopak Sinha
Lesion Border Detection of Skin Cancer Images Using Deep Fully Convolutional Neural Network with Customized Weights. EMBC (2021)
Sara Abbaspour, Autumn Naber, Max Ortiz-Catalan, Hamid Gholamhosseini, Maria Lindén
Real-Time and Offline Evaluation of Myoelectric Pattern Recognition for the Decoding of Hand Movements. Sensors 21 (16) (2021)
Shereen Afifi, Hamid Gholamhosseini, Roopak Sinha
Dynamic hardware system for cascade SVM classification of melanoma. CoRR (2021)
Mirza Mansoor Baig, Hamid Gholamhosseini, Jairo A. Gutiérrez, Ehsan Ullah, Maria Lindén
Early Detection of Prediabetes and T2DM Using Wearable Sensors and Internet-of-Things-Based Monitoring Applications. Appl. Clin. Inform. 12 (01) (2021)
Solmaz Rastegar, Hamid Gholamhosseini, Andrew Lowe, Maria Lindén
Continuous Blood Pressure Estimation From Non-Invasive Measurements Using Support Vector Regression. EMBC (2021)
Ranpreet Kaur, Hamid Gholamhosseini, Roopak Sinha
Deep Learning in Medical Applications: Lesion Segmentation in Skin Cancer Images Using Modified and Improved Encoder-Decoder Architecture. ISGV (2021)
Mohammad Norouzifard, Ali Nemati, Saeed Mollaee, Hamid Gholamhosseini, Joanna Black, Benjamin Thompson, Jason Turuwhenua
A Comparison of Approaches for Synchronizing Events in Video Streams Using Audio. ISGV (2021)
Ranpreet Kaur, Hamid Gholamhosseini, Roopak Sinha
Synthetic Images Generation Using Conditional Generative Adversarial Network for Skin Cancer Classification. TENCON (2021)
Mirza Mansoor Baig, Hamid Gholamhosseini, Farhan Ahmad
A Usability and User-Experience Analysis of VitalsAssist: A mHealth Application to Monitor Vital Signs in Acute Care Settings. EMBC (2020)
Shereen Afifi, Hamid Gholamhosseini, Roopak Sinha
FPGA Implementations of SVM Classifiers: A Review. SN Comput. Sci. 1 (3) (2020)
Shereen Afifi, Hamid Gholamhosseini, Roopak Sinha
Dynamic hardware system for cascade SVM classification of melanoma. Neural Comput. Appl. 32 (6) (2020)
Sara Abbaspour, Maria Lindén, Hamid Gholamhosseini, Autumn Naber, Max Ortiz-Catalan
Evaluation of surface EMG-based recognition algorithms for decoding hand movements. Medical Biol. Eng. Comput. 58 (1) (2020)
Rachneet Kaur, Hamid Gholamhosseini, Roopak Sinha
Deep Convolutional Neural Network for Melanoma Detection using Dermoscopy Images. EMBC (2020)
Mohammad Norouzifard, Ali Nemati, Anmar Abdul-Rahman, Hamid Gholamhosseini, Reinhard Klette
A Fused Pattern Recognition Model to Detect Glaucoma Using Retinal Nerve Fiber Layer Thickness Measurements. PSIVT (2019)
Shereen Afifi, Hamid Gholamhosseini, Roopak Sinha, Maria Lindén
A Novel Medical Device for Early Detection of Melanoma. pHealth (2019)
Mirza Mansoor Baig, Hamid Gholamhosseini, Aasia A. Moqeem, Farhaan Mirza, Maria Lindén
Clinical decision support systems in hospital care using ubiquitous devices: Current issues and challenges. Health Informatics J. 25 (3) (2019)
Solmaz Rastegar, Hamid Gholamhosseini, Andrew Lowe, Farhad Mehdipour, Maria Lindén
Estimating Systolic Blood Pressure Using Convolutional Neural Networks. pHealth (2019)
Mirza Mansoor Baig, Hamid Gholamhosseini, Shereen Afifi, Farhaan Mirza
Current Challenges and Barriers to the Wider Adoption of Wearable Sensor Applications and Internet-of-Things in Health and Well-being. CONF-IRM (2019)
Xiaona Jia, Farhaan Mirza, Mirza Mansoor Baig, Hamid Gholamhosseini
A Cox-based Model for Predicting the Risk of Cardiovascular Disease. CONF-IRM (2019)
Shereen Afifi, Hamid Gholamhosseini, Roopak Sinha
A system on chip for melanoma detection using FPGA-based SVM classifier. Microprocess. Microsystems 65 (2019)
Hamid Gholamhosseini, Mirza Mansoor Baig, Joseph Maratas, Farhaan Mirza, Maria Lindén
Obesity Risk Assessment Model Using Wearable Technology with Personalized Activity, Calorie Expenditure and Health Profile. pHealth (2019)
Hui Li, Dehan Luo, Yunlong Sun, Hamid Gholamhosseini
Classification and Identification of Industrial Gases Based on Electronic Nose Technology. Sensors 19 (22) (2019)
Solmaz Rastegar Mansouri, Andrew Lowe, Hamid Gholamhosseini, Mirza Mansoor Baig
Blood Pressure Estimation from Electrocardiogram and Photoplethysmography Signals Using Continuous Wavelet Transform and Convolutional Neural Network. CONF-IRM (2019)
Mirza Mansoor Baig, Shereen Afifi, Hamid Gholamhosseini, Farhaan Mirza
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. 43 (8) (2019)
Mohammad Norouzifard, Amin Abdollahi Dehkordi, Mohammad Naderi Dehkordi, Hamid Gholamhosseini, Reinhard Klette
Unsupervised Optic Cup and Optic Disk Segmentation for Glaucoma Detection by ICICA. I-SPAN (2018)
Mohammad Norouzifard, Ali Nemati, Hamid Gholamhosseini, Reinhard Klette, Kouros Nouri-Mahdavi, Siamak Yousefi
Automated Glaucoma Diagnosis Using Deep and Transfer Learning: Proposal of a System for Clinical Testing. IVCNZ (2018)
Hamid Gholamhosseini, Mirza Mansoor Baig, Solmaz Rastegar, Maria Lindén
Cuffless Blood Pressure Estimation Using Pulse Transit Time and Photoplethysmogram Intensity Ratio. pHealth (2018)
Aasia A. Moqeem, Mirza Mansoor Baig, Hamid Gholamhosseini, Farhaan Mirza, Maria Lindén
Medical Device Integrated Vital Signs Monitoring Application with Real-Time Clinical Decision Support. pHealth (2018)
Mohammad Norouzifard, Ali Nemati, Anmar Abdul-Rahman, Hamid Gholamhosseini, Reinhard Klette
A Comparison of Transfer Learning Techniques, Deep Convolutional Neural Network and Multilayer Neural Network Methods for the Diagnosis of Glaucomatous Optic Neuropathy. ICS (2018)
Mohammad Norouzifard, Arpita Dawda, Anmar Abdul-Rahman, Hamid Gholamhosseini, Reinhard Klette
Superpixel Segmentation Methods on Stereo Fundus Images and Disparity Map for Glaucoma Detection. IVCNZ (2018)
Alvis Cheuk M. Fong, Bernard Fong, P. Davey, Hamid Gholamhosseini, C. K. Li
Interoperability and reliability of wearable healthcare devices for emergency care. ICCE (2018)
Mirza Mansoor Baig, Farhaan Mirza, Hamid Gholamhosseini, Jairo A. Gutiérrez, Ehsan Ullah
Clinical Decision Support for Early Detection of Prediabetes and Type 2 Diabetes Mellitus Using Wearable Technology. EMBC (2018)
Md. Rajib Hasan, Hamid Gholamhosseini, Nurul I. Sarkar
A new ensemble classifier for multivariate medical data. ITNAC (2017)
Shereen Afifi, Hamid Gholamhosseini, Roopak Sinha
SVM classifier on chip for melanoma detection. EMBC (2017)
Mirza Mansoor Baig, Hamid Gholamhosseini, Aasia A. Moqeem, Farhaan Mirza, Maria Lindén
A Systematic Review of Wearable Patient Monitoring Systems - Current Challenges and Opportunities for Clinical Adoption. J. Medical Syst. 41 (7) (2017)
Hamid Gholamhosseini, Andries Meintjes, Mirza Mansoor Baig, Maria Lindén
Smartphone-based Continuous Blood Pressure Measurement Using Pulse Transit Time. pHealth (2016)
Peyman Sabouri, Hamid Gholamhosseini
Lesion border detection using deep learning. CEC (2016)
Shereen Afifi, Hamid Gholamhosseini, Roopak Sinha
Hardware Acceleration of SVM-Based Classifier for Melanoma Images. PSIVT Workshops (2015)
Sara Abbaspour, Maria Lindén, Hamid Gholamhosseini
ECG Artifact Removal from Surface EMG Signal Using an Automated Method Based on Wavelet-ICA. pHealth (2015)
Mirza Mansoor Baig, Hamid Gholamhosseini, Martin J. Connolly, Maria Lindén
Advanced Decision Support System for Older Adults. pHealth (2015)
Mirza Mansoor Baig, Hamid Gholamhosseini, Martin J. Connolly
Integrated vital signs monitoring system using ubiquitous devices: Multiple physical signs detection and decision support for hospitalized older adults. EMBC (2015)
Mirza Mansoor Baig, Hamid Gholamhosseini, Maria Lindén
Tablet-based patient monitoring and decision support systems in hospital care. EMBC (2015)
Mirza Mansoor Baig, Hamid Gholamhosseini, Martin J. Connolly, Ghodsi Kashfi
A wireless patient monitoring system for hospitalized older adults: Acceptability, reliability and accuracy evaluation. BHI (2014)
Mirza Mansoor Baig, Hamid Gholamhosseini, Martin J. Connolly, Ghodsi Kashfi
Real-time vital signs monitoring and interpretation system for early detection of multiple physical signs in older adults. BHI (2014)
Hamid Gholamhosseini, Mirza Mansoor Baig, Martin J. Connolly, Maria Lindén
A multifactorial falls risk prediction model for hospitalized older adults. EMBC (2014)
Peyman Sabouri, Hamid Gholamhosseini, Thomas Larsson, John Collins
A cascade classifier for diagnosis of melanoma in clinical images. EMBC (2014)
Peyman Sabouri, Hamid Gholamhosseini, John Collins
Border Detection of Skin Lesions on a Single System on Chip. EMC/HumanCom (2013)
Mirza Mansoor Baig, Hamid Gholamhosseini, Michael J. Harrison
Fuzzy logic based anaesthesia monitoring systems for the detection of absolute hypovolaemia. Comput. Biol. Medicine 43 (6) (2013)
Mirza Mansoor Baig, Hamid Gholamhosseini
Smart Health Monitoring Systems: An Overview of Design and Modeling. J. Medical Syst. 37 (2) (2013)
Mirza Mansoor Baig, Hamid Gholamhosseini, Martin J. Connolly
A comprehensive survey of wearable and wireless ECG monitoring systems for older adults. Medical Biol. Eng. Comput. 51 (5) (2013)
Mirza Mansoor Baig, Hamid Gholamhosseini
Wireless remote patient monitoring in older adults. EMBC (2013)
Mirza Mansoor Baig, Hamid Gholamhosseini, Si-Woong Lee, Michael J. Harrison
Detection and classification of hypovolaemia during anaesthesia. EMBC (2011)
Hakilo Sabit, Adnan Al-Anbuky, Hamid Gholamhosseini
Data stream mining for wireless sensor networks environment: energy efficient fuzzy clustering algorithm. Int. J. Auton. Adapt. Commun. Syst. 4 (4) (2011)
Chan-Hee Han, Si-Woong Lee, Hamid Gholamhosseini, Yun-Ho Ko
Progressive Side Information Refinement Algorithm for Wyner-Ziv Codec. IEICE Trans. Inf. Syst. (8) (2011)
Hakilo Sabit, Adnan Al-Anbuky, Hamid Gholamhosseini
Wireless Sensor Network Based Wildfire Hazard Prediction System Modeling. ANT/MobiWIS (2011)
Md. Saiful Islam, Abbas Z. Kouzani, Xiujuan J. Dai, Wojtek P. Michalski, Hamid Gholamhosseini
Comparison of performance parameters for conventional and localized surface plasmon resonance graphene biosensors. EMBC (2011)
Kang-San Lee, Hyun-Soo Kang, Hamid Gholamhosseini
A Practical Approach for Calibration of Omnidirectional Stereo Cameras. ACIVS (1) (2010)