| 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 | 342* | 2020 |
| Segmentation of roots in soil with U-Net AG Smith, J Petersen, R Selvan, CR Rasmussen Journal of Plant Methods, 2019 | 119 | 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 | 80 | 2021 |
| 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 | 75* | 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 | 62* | 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 | 43 | 2021 |
| Tensor Networks for Medical Image Classification R Selvan, EB Dam Medical Imaging with Deep Learning, 721-732, 2020 | 36 | 2020 |
| 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 | 34* | 2020 |
| 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 | 29 | 2021 |
| 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 | 26 | 2020 |
| 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 | 23 | 2018 |
| 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 | 19 | 2022 |
| 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 | 18 | 2022 |
| 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 | 13 | 2018 |
| 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 | 12 | 2023 |
| 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 | 10 | 2022 |
| 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 | 10 | 2021 |
| 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 | 9 | 2020 |
| 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 | 9 | 2016 |
| Efficient Self-Supervision using Patch-based Contrastive Learning for Histopathology Image Segmentation N Boserup, R Selvan 6th Northern Lights Deep Learning Conference (NLDL), 2022 | 8 | 2022 |
Jens PetersenComputer Science, University of CopenhagenEmail verificata su diku.dk
