• Matematiktorvet, 303 B

    DK-2800 Kgs. Lyngby

    Denmark

Research Output 2011 2020

2020

Event-related potential and behavioural differences in affective self-referential processing in long-term meditators versus controls

Katyal, S., Hajcak, G., Flora, T., Bartlett, A. & Goldin, P., 1 Jan 2020, In : Cognitive, Affective and Behavioral Neuroscience. 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

18 Downloads (Pure)

Generalizability of machine learning for classification of schizophrenia based on resting-state functional MRI data

Cai, X. L., Xie, D. J., Madsen, K. H., Wang, Y. M., Bögemann, S. A., Cheung, E. F. C., Møller, A. & Chan, R. C. K., 1 Jan 2020, In : Human Brain Mapping. 41, 1, p. 172-184 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Machine learning can identify newly diagnosed patients with CLL at high risk of infection

Agius, R., Brieghel, C., Andersen, M. A., Pearson, A. T., Ledergerber, B., Cozzi-Lepri, A., Louzoun, Y., Andersen, C. L., Bergstedt, J., von Stemann, J. H., Jørgensen, M., Tang, M. H. E., Fontes, M., Bahlo, J., Herling, C. D., Hallek, M., Lundgren, J., MacPherson, C. R., Larsen, J. & Niemann, C. U., 1 Dec 2020, In : Nature Communications. 11, 1, 17 p., 363.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Validation of structural brain connectivity networks: The impact of scanning parameters

Ambrosen, K. S., Eskildsen, S. F., Hinne, M., Krug, K., Lundell, H., Schmidt, M. N., van Gerven, M. A. J., Mørup, M. & Dyrby, T. B., 1 Jan 2020, In : NeuroImage. 204, 13 p., 116207.

Research output: Contribution to journalJournal articleResearchpeer-review

22 Downloads (Pure)

Value and limitations of intracranial recordings for validating electric field modeling for transcranial brain stimulation

Puonti, O., Saturnino, G. B., Madsen, K. H. & Thielscher, A., 1 Mar 2020, In : NeuroImage. 208, 14 p., 116431.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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2019
19 Downloads (Pure)

A Bayesian Generative Model With Gaussian Process Priors For Thermomechanical Analysis Of Micro-Resonators

Vording, M. F., Okeyo, P. O., Rubio Guillamón, J. J., Schmidt, M. N., Larsen, P. E. & Alstrøm, T. S., 2019, Proceedings of 2019 IEEE International Workshop on Machine Learning for Signal Processing. IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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147 Downloads (Pure)

Accelerating dynamics of collective attention

Lorenz-Spreen, P., Mønsted, B. M., Hoevel, P. & Lehmann, S., 2019, In : Nature Communications. 10, 9 p., 1759.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Accessibility of cortical regions to focal TES: Dependence on spatial position, safety, and practical constraints

Saturnino, G. B., Siebner, H. R., Thielscher, A. & Madsen, K. H., 1 Dec 2019, In : NeuroImage. 203, 17 p., 116183.

Research output: Contribution to journalJournal articleResearchpeer-review

Accurate anatomical head segmentations: a data set for biomedical simulations

Farcito, S., Puonti, O., Montanaro, H., Saturnino, G. B., Nielsen, J. D., Madsen, C. G., Siebner, H. R., Neufeld, E., Kuster, N., Lloyd, B. A. & Thielscher, A., 2019, Proceedings of 39th Annual International Conference of the Ieee Engineering in Medicine and Biology Society. p. 6118-6123 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

A Deep Learning Approach for Real-Time Detection of Atrial Fibrillation

Andersen, R. S., Peimankar, A. & Puthusserypady, S., 2019, In : Expert Systems with Applications. 115, p. 465-473 9 p.

Research output: Contribution to journalJournal articleResearchpeer-review

A differential privacy workflow for inference of parameters in the rasch model

Steiner, T. A., Nyrnberg, D. E. & Hansen, L. K., 1 Jan 2019, Proceedings of ECML PKDD 2018 Workshops - MIDAS 2018 and PAP 2018. Monreale, A. & Alzate, C. (eds.). Springer, p. 113-124 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11054 LNAI).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

111 Downloads (Pure)

A Kuramoto model of self-other integration across interpersonal synchronization strategies

Heggli, O. A., Cabral, J., Konvalinka, I., Vuust, P. & Kringelbach, M. L., 1 Oct 2019, In : PLOS Computational Biology. 15, 10, 17 p., e1007422.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Analysis of Chromatographic Data using the Probabilistic PARAFAC2

Jørgensen, P. J. H., Nielsen, S. F. V., Hinrich, J. L., Schmidt, M. N., Madsen, K. H. & Mørup, M., 2019, Proceedings of Second Workshop on Machine Learning and the Physical Sciences. 5 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

294 Downloads (Pure)
Open Access
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182 Downloads (Pure)

A principled approach to conductivity uncertainty analysis in electric field calculations

Saturnino, G. B., Thielscher, A., Madsen, K. H., Knösche, T. R. & Weise, K., 2019, In : NeuroImage. 188, p. 821-834 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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38 Downloads (Pure)

Automatic sleep stage classification based on subcutaneous EEG in patients with epilepsy

Gangstad, S. W., Mikkelsen, K. B., Kidmose, P., Tabar, Y. R., Weisdorf, S., Lauritzen, M. H., Hemmsen, M. C., Hansen, L. K., Kjaer, T. W. & Duun-Henriksen, J., 30 Oct 2019, In : BioMedical Engineering Online. 18, 1, 17 p., 106 .

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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6 Downloads (Pure)

Bayesian Leave-One-Out Cross-Validation for Large Data

Andersen, M. R., Magnusson, M., Jonasson, J. & Vehtari, A., 2019, Proceedings of the 36th International Conference on Machine Learning. 10 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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10 Downloads (Pure)

Biometric Healthcare Research Platform: preliminary results using wearable sensors for multi-modal monitoring in epilepsy

Zibrandtsen, I. C., Masulli, P., Jeuris, S. T., Andersen, T. & Kjaer, T. W., 2019, Second International Congress on Mobile Health Devices and Seizure Detection in Epilepsy - Book of abstracts. p. 60-60

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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Classification of social anhedonia using temporal and spatial network features from a social cognition fMRI task

Krohne, L. G., Wang, Y., Hinrich, J. L., Mørup, M., Chan, R. C. K. & Madsen, K. H., 2019, In : Human Brain Mapping. 40, 17, p. 4965-4981 17 p.

Research output: Contribution to journalJournal articleResearchpeer-review

67 Downloads (Pure)

Deconvolution of autoencoders to learn biological regulatory modules from single cell mRNA sequencing data

Kinalis, S., Nielsen, F. C., Winther, O. & Bagger, F. O., 8 Jul 2019, In : BMC Bioinformatics. 20, 1, 9 p., 379.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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183 Downloads (Pure)

Deep Learning Spectroscopy: Neural Networks for Molecular Excitation Spectra

Ghosh, K., Stuke, A., Todorović, M., Jørgensen, P. B., Schmidt, M. N., Vehtari, A. & Rinke, P., 2019, In : Advanced Science. 6, 7 p., 1801367.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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56 Downloads (Pure)

Detecting sequence signals in targeting peptides using deep learning

Armenteros, J. J. A., Salvatore, M., Emanuelsson, O., Winther, O., Von Heijne, G., Elofsson, A. & Nielsen, H., 1 Jan 2019, In : Life Science Alliance. 2, 5, 14 p., 201900429.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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249 Downloads (Pure)

Differences in mood instability in patients with bipolar disorder type I and II: a smartphone-based study

Faurholt-Jepsen, M., Frost, M., Busk, J., Christensen, E. M., Bardram, J. E., Vinberg, M. & Kessing, L. V., 1 Dec 2019, In : International Journal of Bipolar Disorders. 7, 1, 8 p., 5.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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7 Downloads (Pure)

Different spirals of sameness: A study of content sharing in mainstream and alternative media

Horne, B. D., Nørregaard, J. & Adalı, S., 1 Jan 2019, Proceedings of the Thirteenth International AAAI Conference on Web and Social Media. p. 257-266

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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200 Downloads (Pure)

Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep

Stevner, A. B. A., Vidaurre, D., Cabral, J., Rapuano, K., Nielsen, S. F. V., Tagliazucchi, E., Laufs, H., Vuust, P., Deco, G., Woolrich, M. W., Van Someren, E. & Kringelbach, M. L., 2019, In : Nature Communications. 10, 1, 14 p., 1035.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Distributed Active Learning Strategies on Edge Computing

Qian, J., Gochhayat, S. P. & Hansen, L. K., 1 Jun 2019, Proceedings of 6th IEEE International Conference on Cyber Security and Cloud Computing and 5th IEEE International Conference on Edge Computing and Scalable Cloud. Qiu, M. (ed.). IEEE, p. 221-226 8854053

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Does corticospinal excitability depend on the oscillatory phase of the pericentral m-rhythm?

Karabanov, A., Madsen, K., Krohne, L. K., Safeldt, M., Tomasevic, L. & Siebner, H., 2019, In : Brain Stimulation. 12, 2, p. 562 1 p.

Research output: Contribution to journalConference abstract in journalResearchpeer-review

Electric Field Simulations for Transcranial Brain Stimulation using FEM: an efficient implementation and error analysis

Saturnino, G. B., Madsen, K. H. & Thielscher, A., 2019, In : Journal of Neural Engineering. 16, 6, 27 p., 066032.

Research output: Contribution to journalJournal articleResearchpeer-review

631 Downloads (Pure)

End-to-end information extraction from business documents

Palm, R. B., 2019, DTU Compute. 98 p. (DTU Compute PHD-2018, Vol. 501).

Research output: Book/ReportPh.D. thesisResearch

Open Access
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1 Downloads (Pure)

End-to-End Probabilistic Inference for Nonstationary Audio Analysis

Wilkinson, W. J., Andersen, M. R., Reiss, J. D., Stowell, D. & Solin, A., 2019, Proceedings of the 36th International Conference on Machine Learning. 10 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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158 Downloads (Pure)

Exact diagonalization study of the Hubbard-parametrized four-spin ring exchange model on a square lattice

Larsen, C. B., Rømer, A. T., Janas, S., Treue, F., Mønsted, B., Shaik, N. E., Ronnow, H. M. & Lefmann, K., 2019, In : Physical Review B. 99, 5, 12 p., 054432.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Explainable ai – preface

Samek, W., Montavon, G., Vedaldi, A., Hansen, L. K. & Müller, K. R., 1 Jan 2019, Explainable AI: Interpreting, Explaining and Visualizing Deep Learning. Springer, p. v-vii (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11700).

Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

1 Downloads (Pure)

Explicit Disentanglement of Appearance and Perspective in Generative Models

Detlefsen, N. S. & Hauberg, S., 2019, Proceedings of 33rd Conference on Neural Information Processing Systems. 19 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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Fast and Robust Shortest Paths on Manifolds Learned from Data

Arvanitidis, G., Hauberg, S., Hennig, P. & Schober, M., 2019, Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics. 10 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

File

Fast Assessment of Glycemic Control based on Continuous Glucose Monitoring Data

Mohebbi, A., Tarp, J. M., Jensen, M. L., Puthusserypady, S., Hachmann-Nielsen, E., Bengtsson, H. & Mørup, M., 2019, Proceedings of 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 7185-7188

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Fundamental Concepts in Modern Analysis, An Introduction to Nonlinear Analysis

Hansen, V. L. & Hjorth, P. G., 2019, 2nd Edition ed. World Scientific. 304 p.

Research output: Book/ReportBookResearchpeer-review

Fundamental Structures in Temporal Communication Networks

Lehmann, S., 2019, Temporal Network Theory. Computational Social Sciences. Holme, P. & Saramäki, J. (eds.). Springer, p. 25-48 24 p. (Computational Social Sciences ).

Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

74 Downloads (Pure)

Fuzzy Clustering for Exploratory Analysis of EEG Event-Related Potentials

Masulli, P., Masulli, F., Rovetta, S., Lintas, A. & Villa, A. E. P., 1 Jan 2019, In : IEEE Transactions on Fuzzy Systems. 28, 1, p. 28 - 38

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Geometrical Aspects of Manifold Learning

Arvanitidis, G., 2019, (Submitted) 162 p. (DTU Compute PHD-2019, Vol. 505).

Research output: Book/ReportPh.D. thesisResearch

Getting to grips with endoscopy - Learning endoscopic surgical skills induces bi-hemispheric plasticity of the grasping network

Karabanov, A. N., Irmen, F., Madsen, K. H., Haagensen, B. N., Schulze, S., Bisgaard, T. & Siebner, H. R., 2019, In : NeuroImage. 189, p. 32-44

Research output: Contribution to journalJournal articleResearchpeer-review

Identifying Schizo-Obsessive Comorbidity by Tract-Based Spatial Statistics and Probabilistic Tractography

Wang, Y-M., Yang, Z-Y., Cai, X-L., Zhou, H-Y., Zhang, R-T., Yang, H-X., Liang, Y-S., Zhu, X-Z., Madsen, K. H., Sørensen, T. A., Møller, A., Wang, Z., Cheung, E. F. C. & Chan, R. C. K., 2019, In : Schizophrenia Bulletin. p. 1-12 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

149 Downloads (Pure)

Individuals with 22q11.2 deletion syndrome show intact prediction but reduced adaptation in responses to repeated sounds: Evidence from Bayesian mapping

Larsen, K. M., Mørup, M., Birknow, M. R., Fischer, E., Olsen, L., Didriksen, M., Baaré, W. F. C., Werge, T. M., Garrido, M. I. & Siebner, H. R., 1 Jan 2019, In : NeuroImage: Clinical. 22, 10 p., 101721.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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3 Downloads (Pure)

Initial topology in hierarchically organized evolvable neural network determines the emergence of synfire chains

Masulli, P. & Villa, A. E. P., 2019, Proceedings of 7th International Congress on Cognitive Neurodynamics. p. 23-23 1 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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36 Downloads (Pure)

Insights into the behaviour of multi-task deep neural networks for medical image segmentation.

Bienias, L. T., Rubio Guillamón, J. J., Nielsen, L. H. & Alstrøm, T. S., 2019, Proceedings of 2019 IEEE International Workshop on Machine Learning for Signal Processing.. IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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16 Downloads (Pure)

Interaction data from the Copenhagen Networks Study

Sapiezynski, P., Stopczynski, A., Lassen, D. D. & Lehmann, S., 11 Dec 2019, In : Scientific Data. 6, 1, 1 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Interpretability in Intelligent Systems – A New Concept?

Hansen, L. K. & Rieger, L., 1 Jan 2019, Artificial Intelligence and Lecture Notes in Bioinformatics). Springer, p. 41-49 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11700 LNCS).

Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

Is smartphone-based mood instability associated with stress, quality of life and functioning in bipolar disorder?

Faurholt-Jepsen, M., Frost, M., Busk, J., Christensen, E. M., Bardram, J. E., Vinberg, M. & Kessing, L. V., 2019, In : Bipolar Disorders (English Edition, Online). 21, 7, p. 611-620 10 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Iterations as the result of social and technical factors: empirical evidence from a large-scale design project

Piccolo, S. A., Maier, A. M., Lehmann, S. & McMahon, C. A., Apr 2019, In : Research in Engineering Design. 30, 2, p. 251-270

Research output: Contribution to journalJournal articleResearchpeer-review

Learning the language of life

Almagro Armenteros, J. J., Johansen, A. R., Nielsen, H. & Winther, O., 2019. 1 p.

Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

17 Downloads (Pure)

Learning to Plan from Raw Data in Grid-based Games

Dittadi, A., Bolander, T. & Winther, O., 2019, Proceedings of 4th Global Conference on Artificial Intelligence. p. 54–67 (EPiC Series in Computing, Vol. 55).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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