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Raghavendra Selvan
Raghavendra Selvan
Andre navnRaghav Selvan
Assistant Professor (TT), University of Copenhagen
Verifisert e-postadresse på di.ku.dk - Startside
Tittel
Sitert av
Sitert av
År
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
510*2020
Segmentation of roots in soil with U-Net
AG Smith, J Petersen, R Selvan, CR Rasmussen
Journal of Plant Methods, 2019
1402019
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
922021
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
90*2019
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
71*2020
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), 3251, 2021
662021
Automatic airway segmentation from computed tomography using robust and efficient 3-D convolutional neural networks
A Garcia-Uceda, R Selvan, Z Saghir, HAWM Tiddens, M de Bruijne
Scientific Reports 11 (1), 1-15, 2021
502021
Tensor Networks for Medical Image Classification
R Selvan, EB Dam
Medical Imaging with Deep Learning, 721-732, 2020
452020
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
392020
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 64, 101751, 2020
372020
Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis
R Selvan, N Bhagwat, LFW Anthony, B Kanding, EB Dam
25th International Conference on Medical Image Computing and Computer …, 2022
342022
Extracting Structural Motifs from Pair Distribution Function Data of Nanostructures using Explainable Machine Learning
AS Anker, ETS Kjær, M Juelsholt, TL Christiansen, SL Skjærvø, ...
NPJ Computational Materials, 2022
262022
Machine learning for analysis of experimental scattering and spectroscopy data in materials chemistry
AS Anker, KT Butler, R Selvan, KMØ Jensen
Chemical Science 14 (48), 14003-14019, 2023
252023
Pedunculopontine Chx10+ neurons control global motor arrest in mice
H Goñi-Erro, R Selvan, V Caggiano, R Leiras, O Kiehn
Nature Neuroscience 26 (9), 1516-1528, 2023
242023
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
232018
DeepStruc: Towards structure solution from pair distribution function data using deep generative models
ETS Kjær, AS Anker, MN Weng, SJL Billinge, R Selvan, KMØ Jensen
Digital Discovery 2 (1), 69-80, 2023
212023
Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI
D Wright, C Igel, G Samuel, R Selvan
Communications of ACM, 2024
162024
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
162018
Hybrid Ladder Transformers with Efficient Parallel-Cross Attention for Medical Image Segmentation
H Luo, Y Changdong, R Selvan
5th International Conference on Medical Imaging with Deep Learning (MIDL), 2022
152022
EC-NAS: Energy consumption aware tabular benchmarks for neural architecture search
P Bakhtiarifard, C Igel, R Selvan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
122024
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Artikler 1–20