Raghavendra Selvan
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Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models
LFW Anthony, B Kanding, R Selvan
ICML Workshop on Challenges in Deploying and monitoring Machine Learning Systems, 2020
Segmentation of roots in soil with U-Net
AG Smith, J Petersen, R Selvan, CR Rasmussen
Journal of Plant Methods, 2019
Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks
R Selvan, T Kipf, M Welling, AGU Juarez, JH Pedersen, J Petersen, ...
Medical Image Analysis, 101751, 2020
Lung Segmentation from Chest X-rays using Variational Data Imputation
R Selvan, EB Dam, NS Detlefsen, S Rischel, K Sheng, M Nielsen, A Pai
ICML Workshop on Learning from Missing Values (Artemiss), 2020
A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs
AGU Juarez, R Selvan, Z Saghir, M de Bruijne
Machine Learning in Medical Imaging, MLMI 2019, 583-591, 2019
Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients
E Jimenez-Solem, TS Petersen, C Hansen, C Hansen, C Lioma, C Igel, ...
Scientific Reports 11 (1), 1-12, 2021
Extraction of Airways using Graph Neural Networks
R Selvan, T Kipf, M Welling, JH Pedersen, J Petersen, M de Bruijne
1st Conference on Medical Imaging with Deep Learning (MIDL 2018), Amsterdam., 2018
Mean field network based graph refinement with application to airway tree extraction
R Selvan, M Welling, JH Pedersen, J Petersen, M de Bruijne
21st Conference on Medical Image Computing & Computer Assisted Intervention …, 2018
Extraction of airways with probabilistic state-space models and Bayesian smoothing
R Selvan, J Petersen, JH Pedersen, M de Bruijne
Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging …, 2017
Tensor Networks for Medical Image Classification
R Selvan, EB Dam
Medical Imaging with Deep Learning, 721-732, 2020
Extracting tree-structures in CT data by tracking multiple statistically ranked hypotheses
R Selvan, J Petersen, JH Pedersen, M de Bruijne
The International Journal of Medical Physics Research and Practice 46 (10 …, 2019
A batch algorithm for estimating trajectories of point targets using expectation maximization
AS Rahmathullah, R Selvan, L Svensson
IEEE Transactions on Signal Processing 64 (18), 4792-4804, 2016
Uncertainty quantification in medical image segmentation with Normalizing Flows
R Selvan, F Faye, J Middleton, A Pai
Machine Learning in Medical Imaging. MLMI 2020. 12346 (LNCS. Springer, Cham …, 2020
Extraction of airway trees using multiple hypothesis tracking and template matching
R Selvan, J Petersen, JH Pedersen, M de Bruijne
The Sixth International Workshop on Pulmonary Image Analysis. MICCAI, 2016., 2016
Detection of foraging behavior from accelerometer data using U-Net type convolutional networks
MC Ngô, R Selvan, O Tervo, MP Heide-Jørgensen, S Ditlevsen
Ecological Informatics 62 (1574-9541), 101275, 2021
Multi-layered tensor networks for image classification
R Selvan, S Ørting, EB Dam
First Workshop on Quantum Tensor Networks in Machine Learning, NeurIPS 2020, 2020
Locally orderless tensor networks for classifying two-and three-dimensional medical images
R Selvan, S Ørting, EB Dam
The Journal of Machine Learning for Biomedical Imaging (MELBA) 1 (Special …, 2020
Characterising the atomic structure of mono-metallic nanoparticles from x-ray scattering data using conditional generative models
AS Anker, E TS Kjær, EB Dam, S JL Billinge, KMØ Jensen, R Selvan
16th International Workshop on Mining and Learning with Graphs (MLG), KDD 2020, 2020
Increasing Accuracy of Optimal Surfaces Using Min-Marginal Energies
J Petersen, AM Arias-Lorza, R Selvan, D Bos, A van der Lugt, ...
IEEE transactions on medical imaging 38 (7), 1559-1568, 2019
Locomotor deficits in a mouse model of ALS are paralleled by loss of V1-interneuron connections onto fast motor neurons
I Allodi, R Montañana-Rosell, R Selvan, P Löw, O Kiehn
Nature Communications 12 (1), 1-18, 2021
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