Stefan Byttner

Stefan Byttner

Högskolan i Halmstad

H-index: 15

Europe-Sweden

About Stefan Byttner

Stefan Byttner, With an exceptional h-index of 15 and a recent h-index of 12 (since 2020), a distinguished researcher at Högskolan i Halmstad, specializes in the field of AI, machine learning, data mining.

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

Graph neural networks for clinical risk prediction based on electronic health records: A survey

Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatio-temporal Forecasting

Promoting Life-Long Learning Through Flexible Educational Format for Professionals Within AI, Design and Innovation Management

Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model

A conformal anomaly detection based industrial fleet monitoring framework: A case study in district heating

A 3D deep learning model to predict the diagnosis of dementia with Lewy bodies, Alzheimer’s disease, and mild cognitive impairment using brain 18F-FDG PET

AI competence for Sweden-A National Life-Long Learning Initiative

Peeking inside the box: Transfer Learning vs 3D convolutional neural networks applied in neurodegenerative diseases

Stefan Byttner Information

University

Position

Lektor Informationsteknologi

Citations(all)

818

Citations(since 2020)

540

Cited By

482

hIndex(all)

15

hIndex(since 2020)

12

i10Index(all)

23

i10Index(since 2020)

15

Email

University Profile Page

Högskolan i Halmstad

Google Scholar

View Google Scholar Profile

Stefan Byttner Skills & Research Interests

AI

machine learning

data mining

Top articles of Stefan Byttner

Title

Journal

Author(s)

Publication Date

Graph neural networks for clinical risk prediction based on electronic health records: A survey

Heloísa Oss Boll

Ali Amirahmadi

Mirfarid Musavian Ghazani

Wagner Ourique de Morais

Edison Pignaton de Freitas

...

2024/2/27

Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatio-temporal Forecasting

arXiv preprint arXiv:2305.09703

Guojun Liang

Prayag Tiwari

Sławomir Nowaczyk

Stefan Byttner

Fernando Alonso-Fernandez

2023/5/16

Promoting Life-Long Learning Through Flexible Educational Format for Professionals Within AI, Design and Innovation Management

Jeanette Sjöberg

Stefan Byttner

Pontus Wärnestål

Jonathan Burgos

Magnus Holmén

2022/11/21

Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model

BMC medical informatics and decision making

Amira Soliman

Jose R Chang

Kobra Etminani

Stefan Byttner

Anette Davidsson

...

2022/11

A conformal anomaly detection based industrial fleet monitoring framework: A case study in district heating

Expert systems with applications

Shiraz Farouq

Stefan Byttner

Mohamed-Rafik Bouguelia

Henrik Gadd

2022/9/1

A 3D deep learning model to predict the diagnosis of dementia with Lewy bodies, Alzheimer’s disease, and mild cognitive impairment using brain 18F-FDG PET

European journal of nuclear medicine and molecular imaging

Kobra Etminani

Amira Soliman

Anette Davidsson

Jose R Chang

Begoña Martínez-Sanchis

...

2022/1/1

AI competence for Sweden-A National Life-Long Learning Initiative

F Heintz

A Loutfi

PO Larsson

J Axelsson

S Byttner

...

2021

Peeking inside the box: Transfer Learning vs 3D convolutional neural networks applied in neurodegenerative diseases

Kobra Etminani

Amira Soliman

Stefan Byttner

Anette Davidsson

Miguel Ochoa-Figueroa

2021

Mondrian conformal anomaly detection for fault sequence identification in heterogeneous fleets

Neurocomputing

Shiraz Farouq

Stefan Byttner

Mohamed-Rafik Bouguelia

Henrik Gadd

2021/10/28

Large-scale monitoring of operationally diverse district heating substations: A reference-group based approach

Engineering applications of artificial intelligence

Shiraz Farouq

Stefan Byttner

Mohamed-Rafik Bouguelia

Natasa Nord

Henrik Gadd

2020/4/1

See List of Professors in Stefan Byttner University(Högskolan i Halmstad)