Data analytics and signal processing

This class comprises research and experimental development in data analytics and signal processing.

Parent Category

Sub-Categories

G

Goerges, Matthias

Department of Anesthesiology, Pharmacology & Therapeutics, Faculty of Medicine

Faculty (G+PS eligible/member)

Electronic health (e-Health); Health information systems (including surveillance); Expert systems technologies in artificial intelligence; Anesthesiology; Medical devices; Human-computer systems and interface; Bio-signal processing and analysis; Digital health; predictive analytics; Anesthesiology; decision support systems; Critical Care Medicine; Biomedical Technologies; Health Care Technologies; Human Computer Interaction and Design; Medical informatics; Software Development; patient-oriented research; Data sharing / open data

H

Hacihaliloglu, Ilker

Department of Medicine, Faculty of Medicine

Faculty (G+PS eligible/member)

Bio-signal processing and analysis; Medical biotechnology; Biomedical signal processing; Image guided surgery systems; Medical and biomedical engineering, n.e.c.; Data analytics and signal processing, n.e.c.; Artificial intelligence (AI); Extraction of relevant information from 3D medical images; Image Guided Surgery; computer assisted diagnosis; Deep Learning; point of care ultrasound; ultrasound image processing; Brain Health; orthopedic surgery; liver disease; lung disease; traumatic Brian injury; neurosurgery; Brain Health; Biomedical Engineering

Hacihaliloglu, Ilker

Department of Radiology, Faculty of Medicine

Faculty (G+PS eligible/member)

Bio-signal processing and analysis; Medical biotechnology; Biomedical signal processing; Image guided surgery systems; Medical and biomedical engineering, n.e.c.; Data analytics and signal processing, n.e.c.; Artificial intelligence (AI); Extraction of relevant information from 3D medical images; Image Guided Surgery; computer assisted diagnosis; Deep Learning; point of care ultrasound; ultrasound image processing; Brain Health; orthopedic surgery; liver disease; lung disease; traumatic Brian injury; neurosurgery; Brain Health; Biomedical Engineering

L

Lampe, Lutz

Department of Electrical & Computer Engineering, Faculty of Applied Science

Faculty (G+PS eligible/member)

Wireless communication systems; Fibre-optic communications technologies; Coding and information theory applied to communications and networks technologies; Learning and adaptive systems; Radar and sonar signal processing; wireless communications, optical fiber communications, signal processing, machine learning

M

McKeown, Martin

Division of Neurology, Faculty of Medicine

Faculty (G+PS eligible/member)

Neurology; Bio-signal processing and analysis; novel treatments for Parkinson's; Video Monitoring Parkinson's ; brain stimulation; Biomedical Engineering; Machine Learning; fMRI; EEG; AI

O

Oya, Simon

Department of Electrical & Computer Engineering, Faculty of Applied Science

Faculty (G+PS eligible/member)

Privacy-enhancing technologies; Cybersecurity and privacy technologies; Signal processing for security and privacy; Encryption and cryptography; Mathematical optimization; Privacy; Computer Security; Anonymous communications; Machine learning security and privacy; Searchable encryption; Statistical analysis

W

Wang, Hao-Ting

Department of Psychiatry, Faculty of Medicine

Faculty (G+PS eligible/member)

Neurosciences, medical and physiological and health aspects; Cognitive behavior; Bio-signal processing and analysis; Neuroimaging; Brain encoding and decoding; Neuroinformatics; Cognitive Neuroscience; Transdiagnostic psychiatry; Foundation models

Y

Yilmaz, Ozgur

Department of Mathematics, Faculty of Science

Faculty (G+PS eligible/member)

Machine learning; Approximation theory and asymptotic methods; Computer vision in artificial intelligence; Mathematical optimization; Signal processing theory; Mathematics of artificial intelligence (AI); Mathematics of information and data; Computational harmonic analysis ; Mathematical signal processing

French Name

Analytique des données et traitement du signal

French Description

Cette classe comprend la recherche et le développement expérimental en analytique des données et traitement du signal.