Raghavendra Selvan

Raghavendra Selvan

Adjunkt, Tenure Track Adjunkt

Medlem af:


    1. Udgivet

      A Batch Algorithm for Estimating Trajectories of Point Targets Using Expectation Maximization

      Rahmathullah, A. S., Selvan, Raghav & Svensson, L., 15 sep. 2016, I: IEEE Transactions on Signal Processing. 64, 18, s. 4792-4804 13 s.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    2. Udgivet

      A batch algorithm for estimating trajectories of point targets using expectation maximization

      Rahmathullah, A., Selvan, Raghav & Svensson, L., 2016, I: IEEE Transactions on Signal Processing. 64, 18, s. 4792-4804 13 s.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    3. Udgivet

      A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs

      Juarez, A. G., Selvan, Raghav, Saghir, Zaigham & de Bruijne, Marleen, 22 aug. 2019, Machine Learning in Medical Imaging: 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings. Springer, s. 583-591 (Lecture Notes in Computer Science, Bind LNCS 11861).

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

    4. Udgivet

      Automatic airway segmentation from computed tomography using robust and efficient 3-D convolutional neural networks

      Garcia-uceda, A., Selvan, Raghav, Saghir, Zaigham, Tiddens, H. A. W. M. & de Bruijne, Marleen, 2021, I: Scientific Reports. 11, 1, 15 s., 16001.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    5. Bayesian tracking of multiple point targets using expectation maximization

      Selvan, Raghav, aug. 2015, Chalmers tekniska högskola. 110 s.

      Publikation: Bog/antologi/afhandling/rapportRapport

    6. Udgivet
    7. Udgivet

      Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis

      Selvan, Raghav, Bhagwat, N., Anthony, L. F. W., Kanding, B. & Dam, Erik Bjørnager, 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022: 25th International Conference Singapore, September 18–22, 2022 Proceedings, Part V. Springer, s. 506–516 (Lecture Notes in Computer Science, Bind 13435).

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

    8. Udgivet

      Carbon footprint driven deep learning model selection for medical imaging

      Selvan, Raghav, 2021, s. 1-3.

      Publikation: KonferencebidragPaperForskningfagfællebedømt

    9. Udgivet

      Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models

      Anthony, L. F. W., Kanding, B. & Selvan, Raghav, 2020. 11 s.

      Publikation: KonferencebidragPaperForskningfagfællebedømt

    10. Udgivet

      Characterising the Atomic Structure of Mono-Metallic Nanoparticles from X-Ray Scattering Data Using Conditional Generative Models

      Anker, Andy Sode, Kjær, E. T. S., Dam, Erik Bjørnager, Billinge, S. J. L., Jensen, K. M. Ø. & Selvan, Raghav, 17 jul. 2020

      Publikation: AndetAndet bidragForskning

    11. Udgivet

      Deep ensemble model for segmenting microscopy images in the presence of limited labeled data

      Kaminski, J. M., Allodi, I., Montañana-Rosell, Roser, Selvan, Raghav & Kiehn, O., 2021, International Conference on Medical Imaging with Deep Learning, MIDL (Short Paper). 3 s.

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

    12. Udgivet

      DeepStruc: towards structure solution from pair distribution function data using deep generative models

      Kjær, E. T. S., Anker, Andy Sode, Weng, M. N., Billinge, S. J. L., Selvan, Raghav & Jensen, Kirsten Marie Ørnsbjerg, 2023, I: Digital Discovery. 2, 1, s. 69-80 12 s.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    13. Udgivet

      Detection of foraging behavior from accelerometer data using U-Net type convolutional networks

      Ngô, M. C., Selvan, Raghav, Tervo, O., Heide-Jørgensen, M. P. & Ditlevsen, Susanne, 6 jan. 2021, I: Ecological Informatics. 67, 12 s., 101275.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    14. Udgivet

      Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

      Jimenez-Solem, E., Petersen, T. S., Hansen, C., Hansen, C., Lioma, C., Igel, C., Boomsma, W., Krause, O., Lorenzen, S., Selvan, R., Petersen, J., Nyeland, M. E., Ankarfeldt, M. Z., Virenfeldt, G. M., Winther-Jensen, M., Linneberg, A., Ghazi, M. M., Detlefsen, N., Lauritzen, A. D., Smith, A. G. & 15 flere, de Bruijne, Marleen, Ibragimov, Bulat, Petersen, Jens, Lillholm, Martin, Middleton, Jon Anthony, Mogensen, S. H., Thorsen-Meyer, H., Perner, Anders, Helleberg, M., Kaas-Hansen, Benjamin Skov, Bonde, M., Bonde, A., Pai, A., Nielsen, Mads & Sillesen, Martin Hylleholt, 2021, I: Scientific Reports. 11, 1, 12 s., 3246.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    15. Udgivet

      Dynamic β-VAEs for quantifying biodiversity by clustering optically recorded insect signals

      Rydhmer, Klas Karl Gustav & Selvan, Raghav, 2021, I: Ecological Informatics. 66, 9 s., 101456.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    16. Udgivet
    17. Udgivet

      Efficient Self-Supervision using Patch-based Contrastive Learning for Histopathology Image Segmentation

      Boserup, Nicklas & Selvan, Raghav, 2023, Proceedings of the Northern Lights Deep Learning Workshop 2023. Septentrio Academic Publishing, 8 s. (Proceedings of the Northern Lights Deep Learning Workshop, Bind 4).

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

    18. Udgivet

      Energy Consumption-Aware Tabular Benchmarks for Neural Architecture Search

      Bakhtiarifard, Pedram, Igel, Christian & Selvan, Raghav, 12 okt. 2022, arxiv.org, 13 s.

      Publikation: Working paperPreprintForskning

    19. Udgivet
    20. Udgivet

      Extracting structural motifs from pair distribution function data of nanostructures using explainable machine learning

      Anker, Andy Sode, Kjaer, E. T. S., Juelsholt, M., Christiansen, T. L., Skjaervo, S. L., Jorgensen, M. R. V., Kantor, I., Sorensen, D. R., Billinge, S. J. L., Selvan, Raghav & Jensen, Kirsten Marie Ørnsbjerg, 1 okt. 2022, I: npj Computational Materials. 8, 1, 11 s., 213.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    21. Udgivet

      Extracting tree structures in CT data by tracking multiple statistically ranked hypotheses

      Selvan, Raghav, Petersen, Jens, Pedersen, J. H. & de Bruijne, Marleen, 18 okt. 2019, I: Medical Physics. 46, 10, s. 4431-4440

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    22. Udgivet

      Extraction of Airways from Volumetric Data

      Selvan, Raghav, 2018, Department of Computer Science, Faculty of Science, University of Copenhagen. 94 s.

      Publikation: Bog/antologi/afhandling/rapportPh.d.-afhandling

    23. Udgivet

      Extraction of Airways using Graph Neural Networks

      Selvan, Raghav, Kipf, T., Welling, M., Pedersen, J. J. H., Petersen, Jens & de Bruijne, Marleen, 2018. 3 s.

      Publikation: KonferencebidragKonferenceabstrakt til konferenceForskningfagfællebedømt

    24. Udgivet

      Extraction of Airways with Probabilistic State-Space Models and Bayesian Smoothing

      Selvan, Raghav, Petersen, Jens, Pedersen, J. J. H. & de Bruijne, Marleen, 2017, Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics: First International Workshop, GRAIL 2017, 6th International Workshop, MFCA 2017, and Third International Workshop, MICGen 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings. Cardoso, M. J., Arbel, T., Ferrante, E., Pennec, X., Dalca, A. V., Parisot, S., Joshi, S., Batmanghelich, N. K., Sotiras, A., Nielsen, M., Sabuncu, M. R., Fletcher, T., Shen, L., Durrleman, S. & Sommer, S. (red.). Springer, s. 53-63 (Lecture notes in computer science, Bind 10551).

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

    25. Udgivet

      Extraction of airway trees using multiple hypothesis tracking and template matching

      Selvan, Raghav, Petersen, Jens, Pedersen, J. J. H. & de Bruijne, Marleen, 2016, The Sixth International Workshop on Pulmonary Image Analysis: Athens, Greece - October 21, 2016. Beichel, R. R., Farahani, K., Jacobs, C., Kabus, S., Kiraly, A. P., Kuhnigk, J-M., McClelland, J. R., Mori, K., Petersen, J. & Rit, S. (red.). Create Space Independent Publishing Platform, s. 43-54 12 s.

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

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