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Christian Igel
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High Accuracy in Classifying Endoscopic Severity in Ulcerative Colitis Using Convolutional Neural Network
Bobby Lo, Zhuo Y. Liu, Flemming Bendtsen, Christian Igel, Ida Vind, Johan Burisch
MULTI-INSTITUTIONAL LARGE-SCALE VALIDATION OF 8 METHODS FOR AUTOMATIC KNEE MRI SEGMENTATION FOR USE IN CLINICAL TRIALS
E.B. Dam, A. Desai, C. Deniz, H. Rajamohan, R. Regatte, C. Iriondo, V. Pedoia, S. Majumdar, M. Perslev, C. Igel, A. Pai, S. Gaj, M. Yang, K. Nakamura, X. Li, H. Maqbool, I. Irmakci, S-E. Song, U. Bagci, B. Hargreaves, G. Gold, A. Chaudhari
Above-Ground Biomass Prediction for Croplands at a Sub-Meter Resolution Using UAV–LiDAR and Machine Learning Methods
Jaime C. Revenga, Katerina Trepekli, Stefan Oechmcke, Rasmus Jensen, Lei Li, Christian Igel, Fabian C. Gieseke, Thomas Friborg
Date Recognition in Historical Parish Records
Laura C. Piqueras, Constanza Fierro, Jonas F. Lotz, Phillip Rust, Joen Rommedahl, Jeppe K. Due, Christian Igel, Desmond Elliott, Carsten B. Pedersen, Israfel Salazar, Anders Søgaard
Automatic detection of abnormal sleeping patterns in stroke patients using high-frequency sleep staging
Mathias Perslev, Anders S. West, Sofie A. Simonsen, Laura B. Ponsaing, Helle K. Iversen, Christian Igel, Poul J. Jennum
Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda
Maurice Mugabowindekwe, Martin Brandt, Jérôme Chave, Florian Reiner, David L. Skole, Ankit Kariryaa, Christian Igel, Pierre Hiernaux, Philippe Ciais, Ole Mertz, Xiaoye Tong, Sizhuo Li, Gaspard Rwanyiziri, Thaulin Dushimiyimana, Alain Ndoli, Valens Uwizeyimana, Jens-Peter B. Lillesø, Fabian Gieseke, Compton J. Tucker, Sassan Saatchi, Rasmus Fensholt
Histogram-Based Unsupervised Domain Adaptation for Medical Image Classification
Pengfei Diao, Akshay Pai, Christian Igel, Christian H. Krag
Are Multilingual Sentiment Models Equally Right for the Right Reasons?
Rasmus Jørgensen, Fiammetta Caccavale, Christian Igel, Anders Søgaard
Remember to correct the bias when using deep learning for regression!
Christian Igel, Stefan Oehmcke
Deep learning enables image-based tree counting, crown segmentation and height prediction at national scale
Sizhuo Li, Martin Brandt, Rasmus Fensholt, Ankit Kariryaa, Christian Igel, Fabian Gieseke, Thomas Nord-Larsen, Stefan Oehmcke, Ask Holm Carlsen, Samuli Junttila, Xiaoye Tong, Alexandre d’Aspremont, Philippe Ciais
More than one quarter of Africa’s tree cover is found outside areas previously classified as forest
Florian Reiner, Martin Brandt, Xiaoye Tong, David Skole, Ankit Kariryaa, Philippe Ciais, Andrew Davies, Pierre Hiernaux, Jérôme Chave, Maurice Mugabowindekwe, Christian Igel, Stefan Oehmcke, Fabian Gieseke, Sizhuo Li, Siyu Liu, Sassan Saatchi, Peter Boucher, Jenia Singh, Simon Taugourdeau, Morgane Dendoncker, Xiao-Peng Song, Ole Mertz, Compton J. Tucker, Rasmus Fensholt
Cross-Cohort Automatic Knee MRI Segmentation With Multi-Plana U-Nets
M. Perslev, A. Pai, J. Runhaar, C. Igel, E. B. Dam