Raghavendra Selvan

Raghavendra Selvan

Adjunkt, Tenure Track Adjunkt

Medlem af:


    1. 2019
    2. 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

    3. 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

    4. 2020
    5. 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

    6. 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

    7. Udgivet

      Multi-layered tensor networks for image classification

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

      Publikation: KonferencebidragPaperForskning

    8. 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

    9. 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

    10. 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

    11. 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

    12. 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

    ID: 144763853