Raghavendra Selvan

Raghavendra Selvan

Adjunkt, Tenure Track Adjunkt

Medlem af:


    1. 2024
    2. Udgivet
    3. Udgivet

      Operating Critical Machine Learning Models in Resource Constrained Regimes

      Selvan, Raghav, Schön, Julian Elisha & Dam, Erik Bjørnager, 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops: MTSAIL 2023, LEAF 2023, AI4Treat 2023, MMMI 2023, REMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8–12, 2023, Proceedings. Springer, s. 325-335 Chapter 29. (Lecture Notes in Computer Science, Bind 14394).

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

    4. 2023
    5. Udgivet

      Machine learning for analysis of experimental scattering and spectroscopy data in materials chemistry

      Anker, Andy Sode, Butler, K. T., Selvan, Raghav & Jensen, Kirsten Marie Ørnsbjerg, 2023, I: Chemical Science. s. 14003–14019 17 s.

      Publikation: Bidrag til tidsskriftReviewfagfællebedømt

    6. 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

    7. Udgivet

      Pedunculopontine Chx10 + neurons control global motor arrest in mice.

      Goñi Erro, Haizea, Selvan, Raghav, Caggiano, V., Leiras, Roberto & Kiehn, Ole, 2023, I: Nature Neuroscience. 26, s. 1516–1528 43 s.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    8. 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

    9. Udgivet

      Predicting lake bathymetry from the topography of the surrounding terrain using deep learning

      Martinsen, Kenneth Thorø, Sand-Jensen, Kaj & Selvan, Raghav, 2023, I: Limnology and Oceanography: Methods. 21, 10, s. 625-636

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    10. Udgivet
    11. Udgivet

      Ten recommendations for reducing the carbon footprint of research computing in human neuroimaging

      Souter, N. E., Lannelongue, L., Samuel, G., Racey, C., Colling, L. J., Bhagwat, N., Selvan, Raghav & Rae, C. L., 2023, I: Imaging Neuroscience. 1, s. 1-15

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    12. 2022
    13. 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

    14. Udgivet

      Identifying Partial Mouse Brain Microscopy Images from the Allen Reference Atlas Using a Contrastively Learned Semantic Space

      Antanavicius, J., Leiras, Roberto & Selvan, Raghav, 2022, Biomedical Image Registration - 10th International Workshop, WBIR 2022, Proceedings. Hering, A., Schnabel, J., Zhang, M., Ferrante, E., Heinrich, M. & Rueckert, D. (red.). 1 udg. Springer Science and Business Media Deutschland GmbH, s. 166-176 11 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13386 LNCS).

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

    15. 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

    16. Udgivet
    17. Udgivet
    18. Udgivet

      Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised Methods

      Schön, Julian Elisha, Selvan, Raghav & Petersen, Jens, 2022, Deep Generative Models: Second MICCAI Workshop, DGM4MICCAI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Springer, s. 24-33 (Lecture Notes in Computer Science, Bind 13609).

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

    19. 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

    20. Udgivet

      Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks

      Selvan, Raghav, Dam, Erik Bjørnager, Flensborg, S. A. & Petersen, Jens, 2022, I: The Journal of Machine Learning for Biomedical Imaging. 2022, s. 1-24 005.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    21. 2021
    22. Udgivet

      Locomotor deficits in a mouse model of ALS are paralleled by loss of V1-interneuron connections onto fast motor neurons

      Allodi, Ilary, Montañana-Rosell, Roser, Selvan, Raghav, Löw, P. & Kiehn, Ole, 31 maj 2021, I: Nature Communications. 12, 1, 17 s., 3251.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    23. 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

    24. 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

    25. 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

    26. 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

    27. 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

    28. Udgivet

      Carbon footprint driven deep learning model selection for medical imaging

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

      Publikation: KonferencebidragPaperForskningfagfællebedømt

    29. Udgivet

      Locally orderless tensor networks for classifying two- and three-dimensional medical images

      Selvan, Raghav, Ørting, S. & Dam, Erik Bjørnager, 2021, I: The Journal of Machine Learning for Biomedical Imaging. 5, SI, s. 1-21

      Publikation: Bidrag til tidsskriftKonferenceartikelfagfællebedømt

    30. Udgivet

      Segmenting Two-Dimensional Structures with Strided Tensor Networks

      Selvan, Raghav, Dam, Erik Bjørnager & Petersen, Jens, 2021, Information Processing in Medical Imaging - 27th International Conference, IPMI 2021, Proceedings. Feragen, A., Sommer, S., Schnabel, J. & Nielsen, M. (red.). Springer, s. 401-414 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 12729 LNCS).

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

    31. 2020
    32. 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

    33. 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

    34. Udgivet

      Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks

      Selvan, Raghav, Kipf, T., Welling, M., Juarez, A. G., Pedersen, J. H., Petersen, Jens & de Bruijne, Marleen, 2020, I: Medical Image Analysis. 64, 12 s., 101751.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    35. Udgivet

      Lung Segmentation from Chest X-rays using Variational Data Imputation

      Selvan, Raghav, Dam, Erik Bjørnager, Rischel, S., Sheng, K., Nielsen, Mads & Pai, A., 20 maj 2020, I: OpenReview.net. 7 s.

      Publikation: Bidrag til tidsskriftKonferenceartikel

    36. Udgivet

      Multi-layered tensor networks for image classification

      Selvan, Raghav, Ørting, S. & Dam, Erik Bjørnager, 2020. 6 s.

      Publikation: KonferencebidragPaperForskning

    37. Udgivet

      Tensor Networks for Medical Image Classification

      Selvan, Raghav & Dam, Erik Bjørnager, 21 apr. 2020, International Conference on Medical Imaging with Deep Learning, MIDL 2020, 6-8 July 2020, Montréal, QC, Canada. PMLR, s. 721-732 (Proceedings of Machine Learning Research, Bind 121).

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

    38. Udgivet

      Uncertainty quantification in medical image segmentation with normalizing flows

      Selvan, Raghav, Faye, F., Middleton, Jon Anthony & Pai, A., 2020, Machine Learning in Medical Imaging: 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings. Springer, 12 s. (Lecture Notes in Computer Science, Bind 12436).

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

    39. Udgivet

      Segmentation of roots in soil with U-Net

      Smith, Abraham George, Petersen, Jens, Selvan, Raghav & Rasmussen, Camilla Ruø, 2020, I: Plant Methods. 16, s. 1-15 13.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    40. 2019
    41. 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

    42. Udgivet

      Increasing Accuracy of Optimal Surfaces Using Min-marginal Energies

      Petersen, Jens, Arias-Lorza, A. M., Selvan, Raghav, Bos, D., van der Lugt, A., Pedersen, J. H., Nielsen, Mads & de Bruijne, Marleen, 1 jan. 2019, I: IEEE Transactions on Medical Imaging. 38, 7, s. 1559-1568 8599009.

      Publikation: Bidrag til tidsskriftTidsskriftartikelfagfællebedømt

    43. 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

    44. 2018
    45. 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

    46. 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

    47. Udgivet

      Mean Field Network Based Graph Refinement with Application to Airway Tree Extraction

      Selvan, Raghav, Welling, M., Pedersen, J. J. H., Petersen, Jens & de Bruijne, Marleen, 2018, Medical Image Computingand Computer AssistedIntervention – MICCAI 2018: 21st International Conference, Granada, Spain, September 16–20, 2018, Proceedings, Part II. Frangi, A. F., Schnabel, J. A., Davatzikos, C., Alberola-López, C. & Fichtinger, G. (red.). Springer, s. 750-758 (Lecture notes in computer science, Bind 11071).

      Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

    48. 2017
    49. 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

    50. 2016
    51. 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

    52. Udgivet
    53. 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

    54. 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

    55. 2015
    56. Bayesian tracking of multiple point targets using expectation maximization

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

      Publikation: Bog/antologi/afhandling/rapportRapport

    ID: 144763853