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Christian Igel
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Year
A consistent assessment of trees inside and outside forests improves estimates of total tree cover in Africa
F Reiner, M Brandt, X Tong, D Skole, A Kariryaa, P Ciais, A Davies, ...
2022
Nation-wide mapping of tree level carbon stocks in Rwanda
M Mugabowindekwe, M Brandt, J Chave, F Reiner, D Skole, A Kariryaa, ...
2022
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
12022
Digital twinning of all forest and non-forest trees at national level via deep learning
S Li, M Brandt, R Fensholt, A Kariryaa, C Igel, F Gieseke, T Nord-Larsen, ...
2022
Self-Supervised Speech Representation Learning: A Review
A Mohamed, H Lee, L Borgholt, JD Havtorn, J Edin, C Igel, K Kirchhoff, ...
arXiv preprint arXiv:2205.10643, 2022
42022
High accuracy in classifying endoscopic severity in ulcerative colitis using convolutional neural network
B Lo, ZY Liu, F Bendtsen, C Igel, I Vind, J Burisch
Official journal of the American College of Gastroenterology| ACG, 10.14309, 2022
2022
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
Remember to correct the bias when using deep learning for regression!
C Igel, S Oehmcke
arXiv preprint arXiv:2203.16470, 2022
2022
A brief overview of unsupervised neural speech representation learning
L Borgholt, JD Havtorn, J Edin, L Maaløe, C Igel
arXiv preprint arXiv:2203.01829, 2022
22022
Deep learning based 3D point cloud regression for estimating forest biomass
S Oehmcke, L Li, J Revenga, T Nord-Larsen, K Trepekli, F Gieseke, C Igel
arXiv preprint arXiv:2112.11335, 2021
22021
Chebyshev-Cantelli PAC-Bayes-Bennett inequality for the weighted majority vote
YS Wu, A Masegosa, S Lorenzen, C Igel, Y Seldin
Advances in Neural Information Processing Systems 34, 12625-12636, 2021
42021
Do We Still Need Automatic Speech Recognition for Spoken Language Understanding?
L Borgholt, JD Havtorn, M Abdou, J Edin, L Maaløe, A Søgaard, C Igel
arXiv preprint arXiv:2111.14842, 2021
22021
Data, Knowledge, and Computation
C Igel
KI-Künstliche Intelligenz 35 (3), 247-249, 2021
2021
Using machine learning for predicting intensive care unit resource use during the COVID-19 pandemic in Denmark
SS Lorenzen, M Nielsen, E Jimenez-Solem, TS Petersen, A Perner, ...
Scientific reports 11 (1), 1-10, 2021
32021
Machine learning for financial transaction classification across companies using character‐level word embeddings of text fields
RK Jørgensen, C Igel
Intelligent Systems in Accounting, Finance and Management 28 (3), 159-172, 2021
12021
Information Bottleneck: Exact Analysis of (Quantized) Neural Networks
SS Lorenzen, C Igel, M Nielsen
arXiv preprint arXiv:2106.12912, 2021
2021
On scaling contrastive representations for low-resource speech recognition
L Borgholt, TMS Tax, JD Havtorn, L Maaløe, C Igel
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
42021
Information Bottleneck: Exact Analysis of (Quantized) Neural Networks
S Sloth Lorenzen, C Igel, M Nielsen
arXiv e-prints, arXiv: 2106.12912, 2021
2021
OP07 Artificial intelligence surpasses gastrointestinal experts in the classification of endoscopic severity among Ulcerative Colitis
BZS Lo, Z Liu, F Bendtsen, C Igel, I Vind, J Burisch
Journal of Crohn's and Colitis 15 (Supplement_1), S007-S007, 2021
2021
U-Sleep: resilient high-frequency sleep staging
M Perslev, S Darkner, L Kempfner, M Nikolic, PJ Jennum, C Igel
NPJ digital medicine 4 (1), 1-12, 2021
402021
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