Associate Editors

Information Assurance and Governance, Healthcare Data Security and Privacy, Cyber Physical System (CPS) Security, Cloud-Assisted Internet of Things (IoTs) Security, Wireless Body Area Networks (WBAN) Security.

Machine Learning, Computational Neuroscience, Computer Vision, AI-Assisted Healthcare, Structural and Functional Neuroimaging

Research Interests:
Context recognition, digital health, wearable computing, biomedical
sensor technology, pattern recognition, embedded systems, digital
fabrication.

Clinical research informatics, clinical decision support, clinical pathways and clinical workflow optimization, healthcare information management, interoperability.

Computational Biology, Bioinformatics, genomics, transcriptomics.

Bioinformatics, Systems Biology, Predictive Modeling, Biological Networks, Machine Learning

Adaptive computational techniques with application to bio-signals (particularly, for cardiovascular applications), pattern recognition, modelling and Clinical Informatics.

Medical image analysis, dermoscopy, data mining, machine learning, and pattern recognition

Medical monitoring system, patient health monitoring, neonatal monitoring, brain activity monitoring, smart sleep, smart rehabilitation system, wireless body area networks, wearable sensor systems, internet of things, ambient intelligence, personalized and smart environment, smart sensor systems, and signal processing.

Time Series Analysis, Anomaly Detection and Diagnosis, Causal Analysis in Networked Systems, Machine Learning, Physics-Informed Deep Learning, Graph Theory, Complex Network Analysis, Structural and Functional Connectivity Analysis and Inference in Brain Networks.

Computational Pathology, Artificial Intelligence, Deep Learning, Immuno-oncology

Machine learning, mobile health, human behavior recognition and analysis, ambient assisted living.

Proteomics, metabolomics, mass spectrometry, medical image computing, biomedical image analysis, statistical signal processing, biostatistics, bioinformatics, biomarker discovery.

Intelligent Systems, Sensors & Ad-hoc Networks, Internet of Things (IoT), Data Security, Healthcare data Analysis, Optimization Algorithms, and Smart Cities Applications.

Body sensor networks; smart point-of-care and wireless physiological monitoring devices embedded system design, autonomic sensing, wearable and assistive devices for rehabilitation, well-being and ageing population; Electronic health record; intelligent interpretation of health data, decision support systems, remote guidance and virtual reality applications in diagnostic and therapeutic procedures. Pervasive healthcare, wellness management.

Biomedical image analysis, human motion analysis, markerless motion estimation, human motion modeling, manifold learning.

Clinical Engineering, Human Computer Interaction, Telemedicine, Electronic Health Records

Biomedical engineering, cardiovascular disease, fluid-structure interaction, biomechanics, bioinformatics, biomedical image processing, medical informatics, multi-scale modeling, data mining, software engineering, parallel computing, computational chemistry and bioprocess modeling.

friedlke@gmail.com

Medical image analysis, medical image segmentation, machine learning, deep learning, multi-view/modal representation learning.

Medical image analysis, natural language processing, clinical decision support, human-computer interaction, artificial intelligence, scalable data-driven biomedical discovery, and high performance computing.

Embedded & Pervasive Systems, Algorithm Design, Context-Aware Computing, Cyber Physical Systems, Collaborative Processing, Design for Scalability & Robustness, Power-Aware Design, Computational Autonomy, Data Analytics, Transfer Learning, Mobile & Wireless Health, Fall Monitoring & Prevention, Sports Training.

Pattern recognition and knowledge discovery from large scale, heterogeneous data, biosignal processing (EEG, eye-tracking data), computer vision, deep learning, multimodal adaptive interaction, social robots for assistive/rehabilitation activities, cognitive computing in medical systems.

Healthcare Information Management Platforms, Healthcare Data Security and Privacy, Large Scale Data Mining / Analytics, Privacy-Preserving Data Mining, Clinical Decision Support Systems, Pervasive / Ubiquitous Computing, Healthcare Applications.

Tracking systems, image and signal processing, state space modelling, filtering, embedded computing, and mHealth.

Non-invasive physiological monitoring, human health and performance, cardiomechanical signals, chronic disease management, home monitoring of health and disease.

Wearable computing, body sensor networks (BSN), mobile health, signal processing, design and analysis of cyber physical systems (CPS), physiological sensing, circuits and systems for electroencephalography, low power and light-weight embedded system design and optimization.

Biological signal (EEG, EMG, ECG etc.) processing, myoelectric control, brain computer interface, man-machine interface, neuromuscular system modeling, powered Orthotics, motor rehabilitation for stroke, neural plasticity.

Body Sensor Networks, Wearable Sensors, Signal processing, Non-invasive physiological monitoring, Machine Learning, Medical Instrumentation, Bioimpedance, Gerontotechnology.

Systems biology, bionano-devices, structural bioinformatics, molecular stochastic networks, wound healing, and cellular pattern formation.

Computer Vision, Temporal Tracking, Machine Learning, Image segmentation, Stochastic inferencing, Body Sensor Networks, Pervasive/Ubiquitous Computing.

Medical image analysis and computing, Radiomics and Radiogenomics, Imaging Informatics, AI applications in medical imaging and personalised medicine informatics.

Medical image analysis, Natural language processing, Machine learning, Clinical decision support systems, Medical Informatics, Affordable Healthcare

Sensor signal processing, Data analytics, Wireless communication technologies, Control systems, Body sensor networks, Signal processing and control techniques for healthcare and personal well-being applications.

Industry4.0, healthcare 4.0, healthcare informatics, hospital automation, home healthcare, elderly healthcare, medical robotics, wireless sensor and actuator networks, cyber physical systems, Internet-of-Things.

e-Health, m-Health, and e-Emergency systems, medical image analysis systems (MRI, ultrasound, endoscopy, microscopy), biosignal analysis systems (electromyography), computational intelligence in medical systems, life sciences informatics.

Biomedical time-series, machine learning and deep-learning, health technology assessment (HTA), reverse engineering for early stage health economics, biomedical regulatory science, clinical engineering, healthy ageing, chronic non-communicable disease, prediction and prevention of falls.

Wearable sensors, Physiological sensors, Body Sensor Networks, Predictive health, Digital health.

Wearable health systems, body sensor network, mobile health (m-Health) technologies, biosensors, flexible electronics, wireless capsule, minimally invasive surgical technologies, and surgical robots.

Digital health, Health Internet of Thing, process mining, patient empowerment, digital health literacy, mobile health

Body sensor networks; wearable, ingestible and implantable systems; biosensor design, miniaturisation and embodiment; smart point-of-care and wireless physiological monitoring devices (e.g. ECG, EMG, EEG and PPG); ASIC and embedded system design, on-node processing, smart devices and app development; autonomic sensing, distributed inference, context aware sensing and multi-sensor fusion; wearable and assistive devices for rehabilitation, well-being and ageing population.

Biomedical signal processing, wearable monitoring systems, mobile health, man-machine interface, mental disorders, autonomic nervous system, affective computing

Computer Vision, Pattern Recognition, Image/Video Processing and Analysis, Machine Learning, Medical Image Analysis, Bio-medical imaging, Healthcare applications

Medical image analysis, computer vision, and pattern recognition.

Medical instrumentation and transducers, rehabilitation engineering, assistive technology, home health care devices.

Molecular imaging, Medical image analysis, and pattern recognition.

Medical image analysis and processing, machine (deep) learning, big data in medical imaging, phenotyping, image and video compression.

Biomedical data mining, health informatics analytics, biomarker discovery, health risk assessment/modelling, telecare systems, mobile health, knowledge discovery in electronic medical records.

Semantic health data integration, smart eHealth and mHealth service platforms, ubiquitous sensor-based human behavior modeling, activity and context recognition, affective computing, socio-economic aspects of eHealth and mHealth technologies and services.

Wearables, IOT sensors in healthcare, machine learning, digital signal processing, digital image processing.

Medical image analysis, medical image segmentation, machine learning, deep learning, biomechanics, computational physiology (cardiac physiology and tumor growth), model personalization.

Wireless body-worn devices, embedded networked systems integrating sensor information processing, embedded inference, and internetworked devices.

Medical image analysis, computer vision, shape modelling, graph methods, and machine learning.

Health Internet of Things, Physiological signal processing and informatics, Computer Simulation and modeling of cardiovascular systems, Design and Analysis of Biomedical Experiments, Nonlinear Dynamics and Chaos, Biosensing and data mining.

Medical image analysis, digital pathology, endoscopic image, clinical decision support, precision medicine

Machine Learning, Deep Learning, Neural Networks, Representation Learning, Transfer Learning, Sensor Informatics, Context-aware Computing, Wearable Computing, Embedded Systems, Signal Processing, Sensor- based Localization, Human-behavior Inference, Context Recognition, Human Performance Monitoring, Cloud- assisted Internet-of-Things, Ambient Intelligence, Wireless Body Area Networks.

Computational biology, organ/system/disease-level informatics, computer aided diagnosis, and decision support; multi-scale image fusion, visualization, electronic health records, hospital information systems, decision support systems, virtual reality applications in diagnostic and therapeutic procedures.

Body Sensor Networks, Pervasive Sensing, Digital Medicine, Biomotion/Gait Analysis, Human Biomechanics, Rehabilitation robotics, Neuro-Rehabilitation, Physiological Signal Processing.

Medical image computing, machine learning, deep learning, image-guided surgery, computer-assisted interventions, medical robotics, musculoskeletal image analysis, clinical decision support, endoscopic image, statistical shape and deformation analysis, medical image segmentation, and medical image registration

Computer vision, image analysis, mammography, breast cancer, prostate cancer, biometrics, machine learning, manifold learning.