Alexander Selvikvåg Lundervold

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Medical Imaging

Optimality Criterion

Randomized Trees

Top Venues

BrainLes@MICCAI (2)

Publications

Kjetil Dyrland, Alexander Selvikvåg Lundervold, P. G. L. Porta Mana
Does the evaluation stand up to evaluation? A first-principle approach to the evaluation of classifiers. CoRR (2023)
Satheshkumar Kaliyugarasan, Magnhild H. Dagestad, Evin I. Papalini, Erling Andersen, John-Anker Zwart, Helena Brisby, Hanna Hebelka, Ansgar Espeland, Kerstin M. Lagerstrand, Alexander Selvikvåg Lundervold
Multi-Center CNN-Based Spine Segmentation from T2W MRI Using Small Amounts of Data. ISBI (2023)
Satheshkumar Kaliyugarasan, Alexander Selvikvåg Lundervold
fastMONAI: A low-code deep learning library for medical image analysis. Softw. Impacts 18 (2023)
Kjetil Dyrland, Alexander Selvikvåg Lundervold, P. G. L. Porta Mana
Don't guess what's true: choose what's optimal. A probability transducer for machine-learning classifiers. CoRR (2023)
Muhammad Ammar Malik, Alexander Selvikvåg Lundervold, Tom Michoel
rfPhen2Gen: A machine learning based association study of brain imaging phenotypes to genotypes. CoRR (2022)
Samaneh Abolpour Mofrad, Arvid Lundervold, Alexander Selvikvåg Lundervold, Alzheimer's Disease Neuroimaging Initiative
A predictive framework based on brain volume trajectories enabling early detection of Alzheimer's disease. Comput. Medical Imaging Graph. 90 (2021)
Satheshkumar Kaliyugarasan, Arvid Lundervold, Alexander Selvikvåg Lundervold
Pulmonary Nodule Classification in Lung Cancer from 3D Thoracic CT Scans Using fastai and MONAI. Int. J. Interact. Multim. Artif. Intell. 6 (7) (2021)
Saruar Alam, Bharath Halandur, P. G. L. Porta Mana, Dorota Goplen, Arvid Lundervold, Alexander Selvikvåg Lundervold
Brain Tumor Segmentation from Multiparametric MRI Using a Multi-encoder U-Net Architecture. BrainLes@MICCAI (2) (2021)
Alexander Selvikvåg Lundervold, Arvid Lundervold
An overview of deep learning in medical imaging focusing on MRI. CoRR (2018)