Christian Fischer Pedersen

2024

An Explainable and Conformal AI Model to Detect Temporomandibular Joint Involvement in Children Suffering from Juvenile Idiopathic Arthritis

Todnem Bach Christensen, L., Straadt, D., Vassis, S., Lillelund, C. M., Stoustrup, P. B., Pauwels, R., Pedersen, T. K. & Pedersen, C. F., 17 Dec 2024, 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA. IEEE, p. 1-4 4 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

An Explainable and Conformal AI Model to Detect Temporomandibular Joint Involvement in Children Suffering from Juvenile Idiopathic Arthritis

Christensen, L. T. B., Straadt, D., Vassis, S., Lillelund, C. M., Stoustrup, P. B., Pauwels, R., Pedersen, T. K. & Pedersen, C. F., 2 May 2024, p. 1-4, 4 p.

Research output: Working paper/Preprint › Preprint

Open Access

Efficient Training of Probabilistic Neural Networks for Survival Analysis

Lillelund, C. M., Magris, M. & Pedersen, C. F., 21 Jun 2024, (E-pub / Early view) In: IEEE Journal of Biomedical and Health Informatics. PP, p. 1-10 10 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

1 Citation (Scopus)

Preact to lower the risk of falling by customized rehabilitation across Europe: the feasibility study protocol of the PRECISE project in Italy

D’Ambrosio, F., Harbo, M., Contiero, D., Bonfigli, A. R., Cicconi, D., Heuer, N., Roos, A., Pedersen, C. F., Fabbietti, P. & Gagliardi, C., Mar 2024, In: Frontiers in Public Health. 12, 8 p., 1293621.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

1 Citation (Scopus)

Prognosis of fall risk in home care clients: A noninvasive approach using survival analysis

Lillelund, C. M., Harbo, M. & Pedersen, C. F., 2024, (E-pub / Early view) In: Journal of Public Health (Germany).

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

2023

Computationally Efficient Labeling of Cancer-Related Forum Posts by Non-Clinical Text Information Retrieval

Agerskov, J., Nielsen, K. & Pedersen, C. F., Sept 2023, In: SN Computer Science. 4, 6, 14 p., 711.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

File

2 Downloads (Pure)

Detecting insufficient lubrication in rolling bearings, using a low cost MEMS microphone to measure vibrations

Jakobsen, M. O., Herskind, E. S., Pedersen, C. F. & Knudsen, M. B., Oct 2023, In: Mechanical Systems and Signal Processing. 200, 18 p., 110553.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

File

6 Citations (Scopus)

108 Downloads (Pure)

Predicting Survival Time of Ball Bearings in the Presence of Censoring

Lillelund, C. M., Pannullo, F., Jakobsen, M. O. & Pedersen, C. F., 2023, AAAI Symposium on Survival Prediction: Algorithms, Challenges, and Applications (SPACA). AAAI Press, 6 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Open Access

File

69 Downloads (Pure)

Uncertainty Estimation in Deep Bayesian Survival Models

Lillelund, C. M., Magris, M. & Pedersen, C. F., Oct 2023, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI’23). IEEE, 4 p. (IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

File

63 Downloads (Pure)

2022

Cloud K-SVD for Image Denoising

Lillelund, C. M., Jensen, H. B. & Pedersen, C. F., Mar 2022, In: SN Computer Science. 3, 13 p., 151.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

2021

Not All Noise Is Accounted Equally: How Differentially Private Learning Benefits From Large Sampling Rates

Dormann, F., Frisk, O., Andersen, L. N. & Pedersen, C. F., 2021, 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing, MLSP 2021. IEEE, 6 p. (IEEE Workshop on Machine Learning for Signal Processing, Vol. 2021).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Open Access

15 Citations (Scopus)

Super-convergence and Differential Privacy: Training faster with better privacy guarantees

Frisk, O., Dormann, F., Lillelund, C. M. & Pedersen, C. F., 2021, 55th Annual Conference on Information Sciences and Systems. IEEE, p. 1-6 6 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Vejen til genoptræning går gennem data

Lillelund, C. M., Pedersen, C. F., Harbo, M. & Fibiger Smed, C., May 2021, In: Medicoteknik. 8, 3, p. 18-19 2 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research

Vibration signatures in ball bearings as a function of lubricant viscosity ratio κ, under alternating lubrication conditions

Jakobsen, M. O., Herskind, E. S., Bjerge, K., Ahrendt, P., Pedersen, C. F. & Knudsen, M. B., Apr 2021, In: Tribology International. 156, 10 p., 106840.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

9 Citations (Scopus)

2019

LoRa and LoRaWAN Case Studies

Klausen, K. C., Pagels, K. Ø., Bjerre, J. (Editor) & Pedersen, C. F. (Editor), 29 Jan 2019, Aarhus: European Regional Development Fund and Central Denmark Region. 52 p.

Research output: Book/anthology/dissertation/report › Report › Research

2018

A Sensor Based Peer to Peer Vehicle Data Sharing System, An Internet of Vehicles Approach

Malekian, R., Thakur, A., Nair, L. & Pedersen, C. F., 2018, In: Journal of Internet Technology. 19, 7, p. 2155-2162 8 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

3 Citations (Scopus)

Guest Editorial Special Issue on Sensor Technologies for Connected Cars: Devices, Systems and Modeling

Malekian, R., Curran, K., Pedersen, C. F., Cao, B. & Qi, X., 15 Jun 2018, In: IEEE Sensors Journal. 18, 12, p. 4775-4776 2 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Editorial

1 Citation (Scopus)

2017

Analysis of OPC Unified Architecture for Healthcare Applications

Miranda, J., Cabral, J., Banerjee, S., Grossmann, D., Pedersen, C. F. & Wagner, S. R., 28 Jun 2017, 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2017: EFTA 2017. IEEE, p. 1-4 4 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

6 Citations (Scopus)

Eye on Patient Care: Continuous Health Monitoring: Design and Implementation of a Wireless Platform for Healthcare Applications

Miranda, J., Memon, M., Cabral, J., Ravelo, B., Wagner, S. R., Pedersen, C. F., Mathiesen, M. & Nielsen, C., 1 Mar 2017, In: IEEE Microwave Magazine. 18, 2, p. 83-94 12 p., 7843732.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

16 Citations (Scopus)

2016

An Open Platform for Seamless Sensor Support in Healthcare for the Internet of Things

Miranda, J., Cabral, J., Wagner, S. R., Pedersen, C. F., Ravelo, B., Memon, M. & Mathiesen, M., 8 Dec 2016, In: Sensors. 16, 12, 22 p., 2089.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

37 Citations (Scopus)

Data Quality Oriented Efficacy Evaluation Method for Ambient Assisted Living Technologies

Beevi, F. H. A., Wagner, S. R., Pedersen, C. F. & Hallerstede, S., 16 Jun 2016, PervasiveHealth 2016 - 10th EAI International Conference on Pervasive Computing Technologies for Healthcare. Association for Computing Machinery

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

2 Citations (Scopus)

Data Quality Oriented Taxonomy of Ambient Assisted Living Systems

Beevi, F. H. A., Wagner, S. R., Hallerstede, S. & Pedersen, C. F., 21 Jan 2016, IET International Conference on Technologies for Active and Assisted Living: TechAAL, 2015. Institution of Engineering and Technology, 6 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Evaluation of Caregivers' First Time Use of a Seamless Deployment Platform

Wagner, S. R., Beevi, F. H. A., Pedersen, C. F., Miranda, J., Cabral, J. & Ravelo, B., Jul 2016, Proceedings of the International Conference on E-Health, EH 2016 - Part of the Multi Conference on Computer Science and Information Systems 2016. IADIS, p. 59-66 8 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

2 Citations (Scopus)

Radiated EMC Characterization of Common Recognition and Identification Platform for E-Healthcare

Ravelo, B., Miranda, J., Cabral, J., Wagner, S. R., Pedersen, C. F., Memon, M. & Mathiesen, M., 24 Mar 2016, 37 p. Porte de Versailles, Paris, France

Research output: Other contribution › Communication

Open Access

File

97 Downloads (Pure)

Total Variation Optimization for Compressed Sensing Image Reconstruction

Pedersen, C. F., Jun 2016, Faculty of Engineering and Science, Dept. of Computer Science, Aalborg University. 101 p.

Research output: Book/anthology/dissertation/report › Report › Research

2015

Analysis of a Healthcare Platform RF Emission in Indoor Environment

Ravelo, B., Miranda, J., Cabral, J., Wagner, S. R., Pedersen, C. F., Memon, M., Mathiesen, M. & Jastrzebski , A., 2015, Proceedings of the IEEE International Symposium on Electromagnetic Compatibility and EMC Europe: EMC 2015. IEEE, p. 1495-1500 6 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

An Evaluation of Commercial Pedometers for Monitoring Slow Walking Speed Populations

Beevi, F. H. A., Miranda, J., Pedersen, C. F. & Wagner, S. R., 9 Oct 2015, In: Telemedicine and e-Health. 22, 5, 9 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

49 Citations (Scopus)

Concept for Encoding of Information

Bäckström, T. (Inventor), Pedersen, C. F. (Inventor), Fischer, J. (Inventor), Hüttenberger, M. (Inventor) & Alfonso, P. (Inventor), 9 Sept 2015, IPC No. G10L19/07 , Patent No. EP20140158396, 7 Mar 2014, Priority date 7 Mar 2014, Priority No. EP20140158396

Research output: Patent

File

80 Downloads (Pure)

Finding Line Spectral Frequencies Using the Fast Fourier Transform

Bäckström, T., Pedersen, C. F., Fischer, J. & Pietrzyk, G., 2015, Proceedings of the 2015 IEEE International Conference on Acoustics, Speech and Signal Processing: ICASSP. IEEE, p. 5122-5126 5 p. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

1 Citation (Scopus)

Radiated EMC immunity investigation of common recognition identification platform for medical applications

Miranda, J., Cabral, J., Ravelo, B., Wagner, S. R., Pedersen, C. F., Memon, M. & Mathiesen, M., 2015, In: Journal of Physics D: Applied Physics. 69, 1, 8 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

File

13 Citations (Scopus)

1074 Downloads (Pure)

RF and EMC Investigation on CRIP System for the E-Healthcare CareStore Platform

Ravelo, B., Miranda, J., Cabral, J., Wagner, S. R., Pedersen, C. F., Memon, M., Mathiesen, M. & Lalléchère, S., 2015, 9th European Conference on Antennas and Propagation (EuCAP) 2015. IEEE, 5 p. (European Conference on Antennas and Propagation (EUCAP)).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Wireless Authentication Platform for Healthcare Applications

Miranda, J., Cabral, J., Ravelo, B., Wagner, S. R., Pedersen, C. F., Memon, M. & Mathiesen, M., Mar 2015, 2015 IEEE International Wireless Symposium (IWS). IEEE, p. 1-4 4 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

3 Citations (Scopus)

Wireless Authentication Platform for Healthcare Applications

Miranda, J., Cabral, J., Ravelo, B., Wagner, S. R., Pedersen, C. F., Memon, M. & Mathiesen, M., Mar 2015. 1 p.

Research output: Contribution to conference › Poster › Research

3 Citations (Scopus)

2014

Ambient Assisted Living Healthcare Frameworks, Platforms, Standards, and Quality Attributes

Memon, M., Wagner, S. R., Pedersen, C. F., Beevi, F. H. A. & Hansen, F. O., 2014, In: Sensors. 14, p. 4312-4341

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

File

293 Citations (Scopus)

768 Downloads (Pure)

Common Ambient Assisted Living Home Platform for Seamless Care

Wagner, S. R., Stenner, R., Memon, M., Beevi, F. H. A. & Pedersen, C. F., 2014. 2 p.

Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

EMI Analysis of Wi-Fi and Bluetooth RF Communication for Medical Applications

Hajj, R., Ravelo, B., Cabral, J., Wagner, S. R., Pedersen, C. F. & Mathiesen, M., 2014, CEM 2014 - Actes du 17ème Colloque International et Exposition sur la Compatibilité ÉlectroMagnétique . 2 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

EMI and BER/PER Analysis of Wi-Fi and Bluetooth Communication for CRIP Platform

Ravelo, B., Cabral, J., Wagner, S. R., Pedersen, C. F. & Mathiesen, M., 2014. 1 p.

Research output: Contribution to conference › Poster › Research

EMI and BER/PER Analysis of Wi-Fi and Bluetooth Communication for CRIP Platform

Ravelo, B., Cabral, J., Wagner, S. R., Pedersen, C. F. & Mathiesen, M., 2014. 6 p.

Research output: Contribution to conference › Paper › Research › peer-review

Lateral Fall Detection via Events in Linear Prediction Residual of Acceleration

Beevi, F. H. A., Pedersen, C. F., Wagner, S. R. & Hallerstede, S., 2014, Ambient Intelligence - Software and Applications: 5th International Symposium on Ambient Intelligence. Ramos, C., Novais, P., Ehrwein Nihan, C. & Corchado Rodriguez, J. M. (eds.). Springer, Vol. 291. p. 201-208 8 p. (Advances in Intelligent Systems and Computing).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

3 Citations (Scopus)

Sparse Time-Frequency Representation of Speech by the Vandermonde Transform

Pedersen, C. F. & Bäckström, T., 2014, Proceedings of the Annual Conference of the International Speech Communication Association: INTERSPEECH 2014. p. 2248-2252 5 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

File

1 Citation (Scopus)

234 Downloads (Pure)

2013

Ambient Assisted Living Ecosystems of Personal Healthcare Systems, Applications, and Devices

Memon, M., Wagner, S. R., Hansen, F. O., Pedersen, C. F., Beevi, F. H. A., Mathiesen, M., Nielsen, C. & Langvad, O., 2013, Proceedings - Scandinavian Conference on Health Informatics 2013. Linköping University Electronic Press, Vol. 91/13. p. 61-65 5 p. (Linköping Electronic Conference Proceedings, Vol. 91).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

A Pervasive Solution for Validating Oximetry Measurements And Physical Training Guidance in Unsupervised Settings

Jensen, I. L., Traberg-Tolboe, A., Nielsen, J., Vraa, C. M., Rahbek, B., Wagner, S. R. & Pedersen, C. F., 2013, In: The Journal of Pervasive Systems Engineering. 1, 4 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research

Open Access

File

156 Downloads (Pure)

CareStore Platform for Seamless Deployment of Ambient Assisted Living Applications and Devices

Wagner, S. R., Hansen, F. O., Pedersen, C. F., Memon, M., Beevi, F. H. A., Mathissen, M., Nielsen, C. & Wesby, O. L., 2013, Pervasive Computing Technologies for Healthcare (PervasiveHealth) 2013: 7th International Conference on. IEEE, p. 240-243 4 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

16 Citations (Scopus)

Feasibility of using a lightweight context-aware system for facilitating reliable home blood pressure self-measurements

Kusk, K., Nielsen, D. B., Thylstrup, T., Rasmussen, N. H., Jørvang , J., Pedersen, C. F. & Wagner, S. R., May 2013, Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops: PervasiveHealth 2013. p. 236-239 4 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

11 Citations (Scopus)

2012

Lessons Learned From a Lightweight Context-Aware System for Achieving Reliable Home Blood Pressure Self-Measurements

Kusk, K., Nielsen, D. B., Thylstrup, T., Rasmussen, N. H., Jørvang, J., Pedersen, C. F. & Wagner, S. R., 14 Oct 2012. 4 p.

Research output: Contribution to conference › Paper › Research › peer-review

Z-transform Zeros in Mixed Phase Deconvolution of Speech

Pedersen, C. F., 2012, Aalborg University, Faculty of Engineering and Science, Dept. of Electronic Systems, Niels Jernes Vej 10, 9220 Aalborg East, Denmark. 157 p.

Research output: Book/anthology/dissertation/report › Ph.D. thesis

Christian Fischer Pedersen

Research output

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