Lars Kai Hansen

Lars Kai Hansen

Professor, sektionsleder

DTU COMPUTE
Institut for Matematik og Computer Science

Danmarks Tekniske Universitet

Richard Petersens Plads

Bygning 321, rum 012

2800 Kgs. Lyngby

Tlf.
Fax 45 87 25 99
E-mail lkai@dtu.dk
ORCID 0000-0003-0442-5877
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2018
 

Accuracy of diagnostic classification algorithms using cognitive-, electrophysiological-, and neuroanatomical data in antipsychotic-naïve schizophrenia patients

Ebdrup, Bjørn Hylsebeck ; Axelsen, Martin Christian ; Bak, Nikolaj ; Fagerlund, Birgitte ; Oranje, Bob ; Raghava, Jayachandra Mitta ; Nielsen, Mette Ødegaard ; Rostrup, Egill ; Hansen, Lars Kai ; Glenthøj, Birte Yding
in: Psychological Medicine

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2018     |    DOI: https://doi.org/10.1017/S0033291718003781

 

Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy

Nielsen, Søren Føns Vind ; Levin-Schwartz, Yuri ; Vidaurre, Diego ; Adali, Tulay ; Calhoun, Vince D. ; Madsen, Kristoffer Hougaard ; Hansen, Lars Kai ; Mørup, Morten
part of: Proceedings of 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, pages: 2566-2570, 2018, IEEE
Presented at:
2018 IEEE International Conference on Acoustics, Speech and Signal Processing

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2018     |    DOI: https://doi.org/10.1109/ICASSP.2018.8462310

 

Semi-Supervised Sleep-Stage Scoring Based on Single Channel EEG

Munk, Andreas Muff ; Olesen, Kristoffer Vinther ; Gangstad, Sirin Wilhelmsen ; Hansen, L. K.
part of: Proceedings of 2018 IEEE International Conference on Acoustics, Speech and Signal Processing , pages: 2551-2555, 2018, IEEE
Presented at:
2018 IEEE International Conference on Acoustics, Speech and Signal Processing

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2018     |    DOI: https://doi.org/10.1109/ICASSP.2018.8461982

 

The Dangers of Following Trends in Research: Sparsity and Other Examples of Hammers in Search of Nails

Adali, Tuelay ; Trussell, H. Joel ; Hansen, Lars Kai ; Calhoun, Vince D.
in: Proceedings of the IEEE, vol: 106, issue: 6, pages: 1014-1018

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2018     |    DOI: https://doi.org/10.1109/JPROC.2018.2823428

2017
 

Adaptive Smoothing in fMRI Data Processing Neural Networks

Vilamala, Albert ; Madsen, Kristoffer Hougaard ; Hansen, Lars Kai
part of: Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging, 2018, IEEE
Presented at:
2017 International Workshop on Pattern Recognition in Neuroimaging

Type: Article in proceedings

Status: Published     |    År: 2017     |    DOI: https://doi.org/10.1109/PRNI.2017.7981499

 

Bayesian inference for spatio-temporal spike-and-slab priors

Andersen, Michael Riis ; Vehtari, Aki ; Winther, Ole ; Hansen, Lars Kai
in: Journal of Machine Learning Research, vol: 18

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2017

 

Deep convolutional neural networks for interpretable analysis of EEG sleep stage scoring

Vilamala, Albert ; Madsen, Kristoffer Hougaard ; Hansen, Lars K.
part of: Proceedings of the 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP), 2018, IEEE
Presented at:
27th International Workshop on Machine Learning for Signal Processing (MLSP)

Type: Article in proceedings

Status: Published     |    År: 2017     |    DOI: https://doi.org/10.1109/MLSP.2017.8168133

  PDF

EEG in the classroom: Synchronised neural recordings during video presentation

Poulsen, Andreas Trier ; Kamronn, Simon Due ; Dmochowski, Jacek ; Parra, Lucas C. ; Hansen, Lars Kai
in: Scientific Reports, vol: 7

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: https://doi.org/10.1038/srep43916

 

EEG source imaging assists decoding in a face recognition task

Andersen, Rasmus S. ; Eliasen, Anders U. ; Pedersen, Nicolai ; Andersen, Michael Riis ; Hansen, Sofie Therese ; Hansen, Lars Kai
part of: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing, pages: 939-943, 2017, IEEE
Presented at:
42nd IEEE International Conference on Acoustics, Speech and Signal Processing

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: https://doi.org/10.1109/ICASSP.2017.7952294

 

Maximum Likelihood Estimation of Riemannian Metrics from Euclidean Data

Arvanitidis, Georgios ; Hansen, Lars Kai ; Hauberg, Søren
in: Lecture Notes in Computer Science, vol: 10589, pages: 38-46
Presented at:
3rd International Conference on Geometric Science of Information

Type: Conference article (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: https://doi.org/10.1007/978-3-319-68445-1_5