• Matematiktorvet, 303 B

    DK-2800 Kgs. Lyngby

    Denmark

Research Output

2020

Accurate and robust whole-head segmentation from magnetic resonance images for individualized head modeling

Puonti, O., Van Leemput, K., Saturnino, G. B., Siebner, H. R., Madsen, K. H. & Thielscher, A., 2020, In : NeuroImage. 219, 17 p., 117044.

Research output: Contribution to journalJournal articleResearchpeer-review

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A noble double dictionary based ECG Compression Technique for IoTH

Qian, J., Tiwari, P., Gochhayat, S. P. & Pandey, H. M., 2020, (Accepted/In press) In : Ieee Internet of Things Journal. PP, 99, 11 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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24 Downloads (Pure)

Associations of neural processing of reward with posttraumatic stress disorder and secondary psychotic symptoms in trauma-affected refugees

Uldall, S. W., Nielsen, M. Ø., Carlsson, J., Glenthøj, B., Siebner, H. R., Madsen, K. H., Madsen, C. G., Leffers, A. M., Nejad, A. B. & Rostrup, E., 31 Dec 2020, In : European Journal of Psychotraumatology. 11, 1, 12 p., 1730091.

Research output: Contribution to journalJournal articleResearchpeer-review

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Changes in the left temporal microstate are a sign of cognitive decline in patients with Alzheimer's disease

Musaeus, C. S., Engedal, K., Høgh, P., Jelic, V., Khanna, A. R., Kjaer, T. W., Mørup, M., Naik, M., Oeksengaard, A-R., Santarnecchi, E., Snaedal, J., Wahlund, L-O., Waldemar, G. & Andersen, B. B., 2020, (Accepted/In press) In : Brain and Behavior. 15 p., e01630.

Research output: Contribution to journalJournal articleResearchpeer-review

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Conditional monitoring in photovoltaic systems by semi-supervised machine learning

Maaløe, L., Winther, O., Spataru, S. & Sera, D., 1 Jan 2020, In : Energies. 13, 3, 14 p., 584.

Research output: Contribution to journalJournal articleResearchpeer-review

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39 Downloads (Pure)

Daily estimates of clinical severity of symptoms in bipolar disorder from smartphone-based self-assessments

Busk, J., Faurholt-Jepsen, M., Frost, M., Bardram, J. E., Kessing, L. V. & Winther, O., 18 Jun 2020, In : Translational Psychiatry. 10, 1, 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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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

Evidence of power-law behavior in cognitive IoT applications

Bebortta, S., Senapati, D., Rajput, N. K., Singh, A. K., Rathi, V. K., Pandey, H. M., Jaiswal, A. K., Qian, J. & Tiwari, P., 1 Jan 2020, In : Neural Computing and Applications.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access

Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments: Hierarchical Bayesian Approach

Busk, J., Faurholt-Jepsen, M., Frost, M., Bardram, J. E., Vedel Kessing, L. & Winther, O., 1 Apr 2020, In : JMIR mHealth and uHealth. 8, 4, 14 p., e15028.

Research output: Contribution to journalJournal articleResearchpeer-review

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29 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

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71 Downloads (Pure)

GIMIS: Gaze Input with Motor Imagery Selection

Hou, B. J., Bekgaard, P., MacKenzie, I. S., Hansen, J. P. & Puthusserypady, S., 2020, Proceedings of ACM Symposium on Eye Tracking Research and Applications. Association for Computing Machinery, p. 1-10 18

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

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Interacting contagions

Lehmann, S., 2020, In : Nature Physics. 2 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Intrinsic Grassmann Averages for Online Linear, Robust and Nonlinear Subspace Learning

Chakraborty, R., Yang, L., Hauberg, S. & Vemuri, B., 2020, (Accepted/In press) In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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Machine Learning-Based Adherence Detection of Type 2 Diabetes Patients on Once-Daily Basal Insulin Injections

Thyde, D. N., Mohebbi, A., Bengtsson, H., Jensen, M. L. & Mørup, M., 2020, (Accepted/In press) In : Journal of Diabetes Science and Technology. 11 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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

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Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition

Warburg, F. R., Hauberg, S., Lopez-Antequera, M., Gargallo, P., Kuang, Y. & Civera, J., 2020, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition 2020. IEEE, 10 p.

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

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Modularity, Robustness, and Change Propagation: A Multifaceted Relation

Piccolo, S., Jørgensen, S. L. & Maier, A., 2020, Proceedings of the Design Society. Vol. 1. p. 2335-2344 152

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

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7 Downloads (Pure)

Probabilistic Tensor Modelling and Applications in the Life Sciences

Hinrich, J. L., 2020, Technical University of Denmark. 197 p.

Research output: Book/ReportPh.D. thesisResearch

Open Access
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1 Downloads (Pure)

Probing Context-Dependent Modulations of Ipsilateral Premotor-Motor Connectivity in Relapsing-Remitting Multiple Sclerosis

Ruiu, E., Dubbioso, R., Madsen, K. H., Svolgaard, O., Raffin, E., Andersen, K. W., Karabanov, A. N. & Siebner, H. R., 5 May 2020, In : Frontiers in Neurology. 11, 10 p., 193.

Research output: Contribution to journalJournal articleResearchpeer-review

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Processing of Positive Visual Stimuli Before and After Symptoms Provocation in Posttraumatic Stress Disorder – A Functional Magnetic Resonance Imaging Study of Trauma-Affected Male Refugees

Uldall, S. W., Madsen, K. H., Siebner, H. R., Lanius, R., Frewen, P., Fischer, E., Madsen, C. G., Leffers, A. M., Rostrup, E., Carlsson, J. L. & Nejad, A. B., 1 Jan 2020, In : Chronic Stress. 4, 11 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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8 Downloads (Pure)

Quantitative SERS Assay on a Single Chip Enabled by Electrochemically Assisted Regeneration: A Method for Detection of Melamine in Milk

Viehrig, M., Rajendran, S. T., Sanger, K., Schmidt, M. S., Alstrøm, T. S., Rindzevicius, T., Zor, K. & Boisen, A., 2020, In : Analytical chemistry. 92, 6, p. 4317-4325

Research output: Contribution to journalJournal articleResearchpeer-review

scVAE: Variational auto-encoders for single-cell gene expression data

Grønbech, C. H., Vording, M. F., Timshel, P., Sønderby, C. K., Pers, T. H. & Winther, O., 2020, (Accepted/In press) In : Bioinformatics. 8 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Systematic review of machine learning for diagnosis and prognosis in dermatology

Thomsen, K., Iversen, L., Titlestad, T. L. & Winther, O., 1 Jan 2020, (Accepted/In press) In : Journal of Dermatological Treatment.

Research output: Contribution to journalReviewResearchpeer-review

Testing a model of destination image formation: Application of Bayesian relational modelling and fsQCA: Application of Bayesian Relational Modelling and fsQCA

Glückstad, F. K., Schmidt, M. N. & Mørup, M., 2020, (Accepted/In press) In : Journal of Business Research. 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

The complexity of social media response: Statistical evidence for one-dimensional engagement signal in twitter

Kowalczyk, D. K. & Hansen, L. K., 1 Jan 2020, Proceedings of the 12th International Conference on Agents and Artificial Intelligence. Rocha, A., Steels, L. & van den Herik, J. (eds.). SciTePress, p. 918-925

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

Transient brain networks underlying interpersonal strategies during synchronized action

Heggli, O. A., Konvalinka, I., Cabral, J., Brattico, E., Kringelbach, M. & Vuust, P., 27 Apr 2020, (Accepted/In press) In : Social cognitive and affective neuroscience. 30 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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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

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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98 Downloads (Pure)

When Your News and Labels are Unreliable

Nørregaard, J., 2020, Technical University of Denmark. 112 p.

Research output: Book/ReportPh.D. thesisResearch

Open Access
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1 Downloads (Pure)
2019

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

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77 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

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218 Downloads (Pure)

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

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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. IEEE, 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

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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149 Downloads (Pure)

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

587 Downloads (Pure)

Approximate Inference Turns Deep Networks into Gaussian Processes

Khan, M. E., Immer, A., Abedi, E. & Korzepa, M. J., 2019, Advances in Neural Information Processing Systems 32. Neural Information Processing Systems Foundation, Vol. 32. 11 p. 1751. (Advances in Neural Information Processing Systems, Vol. 32).

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

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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

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266 Downloads (Pure)

Attend, copy, parse end-to-end information extraction from documents

Palm, R. B., Laws, F. & Winther, O., 2019, Proceedings of 2019 International Conference on Document Analysis and Recognition . IEEE, p. 329-336 8977951

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

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

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90 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. International Machine Learning Society (IMLS), p. 7505-7525

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

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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

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BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling

Maaløe, L., Fraccaro, M., Lievin, V. & Winther, O., 2019, Advances in Neural Information Processing Systems 32 . Neural Information Processing Systems Foundation, 12 p. 8882. (Advances in Neural Information Processing Systems, Vol. 32).

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

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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

Research output: Contribution to journalJournal articleResearchpeer-review

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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

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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

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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

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Diffeomorphic Temporal Alignment Nets

Weber, R. S., Eyal, M., Detlefsen, N. S., Shriki, O. & Freifeld, O., 2019, Advances in Neural Information Processing Systems 32 . Neural Information Processing Systems Foundation, 12 p. 8884. (Advances in Neural Information Processing Systems, Vol. 32).

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

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