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Mathias Perslev
Mathias Perslev
PhD Student @ Department of Computer Science, University of Copenhagen
Verified email at di.ku.dk - Homepage
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Cited by
Year
The liver tumor segmentation benchmark (lits)
P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ...
Medical Image Analysis 84, 102680, 2023
9332023
The medical segmentation decathlon
M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ...
Nature communications 13 (1), 4128, 2022
6432022
U-time: A fully convolutional network for time series segmentation applied to sleep staging
M Perslev, M Jensen, S Darkner, PJ Jennum, C Igel
Advances in Neural Information Processing Systems 32, 2019
2192019
U-Sleep: resilient high-frequency sleep staging
M Perslev, S Darkner, L Kempfner, M Nikolic, PJ Jennum, C Igel
NPJ digital medicine 4 (1), 72, 2021
1582021
Accurate segmentation of dental panoramic radiographs with U-Nets
TL Koch, M Perslev, C Igel, SS Brandt
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 15-19, 2019
1082019
One network to segment them all: A general, lightweight system for accurate 3d medical image segmentation
M Perslev, EB Dam, A Pai, C Igel
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
1002019
The international workshop on osteoarthritis imaging knee MRI segmentation challenge: a multi-institute evaluation and analysis framework on a standardized dataset
AD Desai, F Caliva, C Iriondo, A Mortazi, S Jambawalikar, U Bagci, ...
Radiology: Artificial Intelligence 3 (3), e200078, 2021
522021
Cross‐cohort automatic knee MRI segmentation with multi‐planar U‐nets
M Perslev, A Pai, J Runhaar, C Igel, EB Dam
Journal of Magnetic Resonance Imaging 55 (6), 1650-1663, 2022
152022
Constitutive internalization across therapeutically targeted GPCRs correlates with constitutive activity
J Hendrik Schmidt, M Perslev, L Bukowski, M Stoklund, F Herborg, ...
Basic & Clinical Pharmacology & Toxicology 126, 116-121, 2020
92020
How few annotations are needed for segmentation using a multi-planar U-Net?
WM Laprade, M Perslev, J Sporring
MICCAI Workshop on Deep Generative Models, 209-216, 2021
52021
Validation of the sleep EEG headband zmax
M Jafarzadeh Esfahani, F D. Weber, M Boon, S Anthes, T Almazova, ...
bioRxiv, 2023.08. 18.553744, 2023
32023
Multi‐planar 3D knee MRI segmentation via UNet inspired architectures
SS Sengar, C Meulengracht, MP Boesen, AF Overgaard, H Gudbergsen, ...
International Journal of Imaging Systems and Technology 33 (3), 985-998, 2023
12023
Towards automatic cartilage quantification in clinical trials–Continuing from the 2019 IWOAI Knee Segmentation Challenge
EB Dam, AD Desai, CM Deniz, HR Rajamohan, R Regatte, C Iriondo, ...
Osteoarthritis Imaging 3 (1), 100087, 2023
12023
Can information on past and near-future weather and field conditions predict the safest pesticide application day?
J Vuaille, M Holbak, M Perslev, E Diamantopoulos, SM Jensen, ...
Computers and Electronics in Agriculture 203, 107454, 2022
12022
Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI
J Middleton, M Bauer, K Sheng, J Johansen, M Perslev, S Ingala, ...
Northern Lights Deep Learning Conference, 158-164, 2024
2024
Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet
S Pandey, S Changdar, M Perslev, EB Dam
arXiv preprint arXiv:2401.06499, 2024
2024
Membrane curvature association of amphipathic helix 8 drives constitutive GPCR endocytosis
R Herlo, JH Schmidt, J Rombach, AH Larsen, M Stoklund, M Perslev, ...
bioRxiv, 2024.03. 27.587027, 2024
2024
Advancing Kidney, Kidney Tumor, Cyst Segmentation: A Multi-Planner U-Net Approach for the KiTS23 Challenge
S Pandey, Toshali, M Perslev, EB Dam
International Challenge on Kidney and Kidney Tumor Segmentation, 143-148, 2023
2023
MULTI-INSTITUTIONAL LARGE-SCALE VALIDATION OF 8 METHODS FOR AUTOMATIC KNEE MRI SEGMENTATION FOR USE IN CLINICAL TRIALS
EB Dam, A Desai, C Deniz, H Rajamohan, R Regatte, C Iriondo, V Pedoia, ...
Osteoarthritis and Cartilage 30, S291-S292, 2022
2022
Automatic detection of abnormal sleeping patterns in stroke patients using high-frequency sleep staging
M Perslev, AS West, SA Simonsen, LB Ponsaing, HK Iversen, C Igel, ...
Journal of Sleep Research 31 (Oct 1), 2022
2022
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