Myra Spiliopoulou

About Myra Spiliopoulou

Myra Spiliopoulou, With an exceptional h-index of 44 and a recent h-index of 25 (since 2020), a distinguished researcher at Otto-von-Guericke-Universität Magdeburg, specializes in the field of data science, machine learning, AI for health, mobile health, business information systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Prediction meets time series with gaps: User clusters with specific usage behavior patterns

XAI4EEG: spectral and spatio-temporal explanation of deep learning-based seizure detection in EEG time series

Stability of mental motor-imagery classification in EEG depends on the choice of classifier model and experiment design, but not on signal preprocessing

A Similarity-Guided Framework for Error-Driven Discovery of Patient Neighbourhoods in EMA Data

The Statistical Analysis Plan for the Unification of Treatments and Interventions for Tinnitus Patients Randomized Clinical Trial (UNITI-RCT)

Predicting Ecological Momentary Assessments in an App for Tinnitus by Learning From Each User's Stream With a Contextual Multi-Armed Bandit

Smartphone-guided educational counseling and self-help for chronic tinnitus

Juxtaposing Medical Centers Using Different Questionnaires Through Score Predictors

Myra Spiliopoulou Information

University

Position

Professor in Computer Science

Citations(all)

10394

Citations(since 2020)

2538

Cited By

8788

hIndex(all)

44

hIndex(since 2020)

25

i10Index(all)

156

i10Index(since 2020)

76

Email

University Profile Page

Google Scholar

Myra Spiliopoulou Skills & Research Interests

data science

machine learning

AI for health

mobile health

business information systems

Top articles of Myra Spiliopoulou

Prediction meets time series with gaps: User clusters with specific usage behavior patterns

Artificial Intelligence in Medicine

2023/8/1

XAI4EEG: spectral and spatio-temporal explanation of deep learning-based seizure detection in EEG time series

Neural Computing and Applications

2023/5

Myra Spiliopoulou
Myra Spiliopoulou

H-Index: 25

Stability of mental motor-imagery classification in EEG depends on the choice of classifier model and experiment design, but not on signal preprocessing

Frontiers in computational neuroscience

2023/4/26

A Similarity-Guided Framework for Error-Driven Discovery of Patient Neighbourhoods in EMA Data

2023/4/1

The Statistical Analysis Plan for the Unification of Treatments and Interventions for Tinnitus Patients Randomized Clinical Trial (UNITI-RCT)

Trials

2023/7/24

Predicting Ecological Momentary Assessments in an App for Tinnitus by Learning From Each User's Stream With a Contextual Multi-Armed Bandit

Frontiers in Neuroscience

2022/4/11

Smartphone-guided educational counseling and self-help for chronic tinnitus

Journal of clinical medicine

2022/3/25

Juxtaposing Medical Centers Using Different Questionnaires Through Score Predictors

Frontiers in Neuroscience

2022/3/23

Dimensions of Tinnitus-Related Distress

Brain Sciences

2022/2/16

Standardized Clinical Profiling in Spanish Patients with Chronic Tinnitus

Journal of Clinical Medicine

2022/2/13

Vishnu Unnikrishnan
Vishnu Unnikrishnan

H-Index: 5

Myra Spiliopoulou
Myra Spiliopoulou

H-Index: 25

Using Machine Learning on mHealth-based Data Sources

Artificial Intelligence in Medicine

2022

Assessment of Immune Status Using Inexpensive Cytokines: A Literature Review and Learning Approaches

2022/12/13

Christian Beyer
Christian Beyer

H-Index: 7

Myra Spiliopoulou
Myra Spiliopoulou

H-Index: 25

Data-Driven Prediction of Athletes’ Performance Based on Their Social Media Presence

2022/11/6

Myra Spiliopoulou
Myra Spiliopoulou

H-Index: 25

Uli Niemann
Uli Niemann

H-Index: 8

Expect the gap: A recommender approach to estimate the absenteeism of self-monitoring mHealth app users

2022/10/13

Myra Spiliopoulou
Myra Spiliopoulou

H-Index: 25

Reducing Missingness in a Stream through Cost-Aware Active Feature Acquisition

2022/10/13

Christian Beyer
Christian Beyer

H-Index: 7

Myra Spiliopoulou
Myra Spiliopoulou

H-Index: 25

A cost-based multi-layer network approach for the discovery of patient phenotypes

arXiv preprint arXiv:2209.09032

2022/9/19

Uli Niemann
Uli Niemann

H-Index: 8

Myra Spiliopoulou
Myra Spiliopoulou

H-Index: 25

Analysis of exhausted T cells, systemically enhanced cytokine levels ex vivo and Machine Learning Facilitated Search for Ageing-Related Biomarkers

Das Gesundheitswesen

2022/8/22

Classification of cardiac cohorts based on morphological and hemodynamic features derived from 4D PC-MRI data

2022/7/21

Prediction of declining engagement to self-monitoring apps on the example of tinnitus mHealth data

2022/7/21

Myra Spiliopoulou
Myra Spiliopoulou

H-Index: 25

Discovering Instantaneous Granger Causalities in Non-stationary Categorical Time Series Data

2022/7/9

Vishnu Unnikrishnan
Vishnu Unnikrishnan

H-Index: 5

Myra Spiliopoulou
Myra Spiliopoulou

H-Index: 25

See List of Professors in Myra Spiliopoulou University(Otto-von-Guericke-Universität Magdeburg)

Co-Authors

academic-engine