Christian Igel

Research output

Research output per year 1997 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2021 2022 2023 2024

• 10606 Citations
• 100 Article in proceedings
• 80 Journal article
• 18 Conference abstract in proceedings
• 17 Conference abstract in journal
• 54 More
  • 14 Book chapter
  • 7 Preprint
  • 6 Editorial
  • 5 Book
  • 5 Conference abstract for conference
  • 4 Conference article
  • 3 Paper
  • 3 Poster
  • 2 Encyclopedia chapter
  • 2 Review
  • 1 Report
  • 1 Report chapter
  • 1 Letter

Research output per year

Research output per year

Search results

• 2024

  Building an AI Support Tool for Real-Time Ulcerative Colitis Diagnosis

  Møller, B. L., Lo, B. Z. S., Burisch, J., Bendtsen, F., Vind, I., Ibragimov, B. & Igel, C., 2024, (E-pub ahead of print) In: KI - Künstliche Intelligenz. 8 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

• Deep point cloud regression for above-ground forest biomass estimation from airborne LiDAR

  Oehmcke, S., Li, L., Trepekli, K., Revenga, J. C., Nord-Larsen, T., Gieseke, F. & Igel, C., 2024, In: Remote Sensing of Environment. 302, 21 p., 113968.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  7 Citations (Scopus)

  53 Downloads (Pure)

• EC-NAS: Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search

  Bakhtiarifard, P., Igel, C. & Selvan, R., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE, p. 5660-5664 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  5 Downloads (Pure)

• Equity through Access: A Case for Small-scale Deep Learning

  Selvan, R., Pepin, B., Igel, C., Samuel, G. & Dam, E. B., 19 Mar 2024, arxiv.org, 13 p.

  Research output: Working paper › Preprint › Research

  File
  13 Downloads (Pure)

• Modelling Residential Fire Vulnerability of Denmark

  Crump, N., Markussen, B., Oehmcke, S., Igel, C., Skov-Petersen, H. & Karlsson Nyed, P., 2024, (E-pub ahead of print) In: Fire Technology.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

• Towards more comprehensive nationwide familial aggregation studies in Denmark: The Danish Civil Registration System versus the lite Danish Multi-Generation Register

  Due, J. K., Pedersen, M. G., Antonsen, S., Rommedahl, J., Agerbo, E., Mortensen, P. B., Sørensen, H. T., Lotz, J. F., Piqueras, L. C., Fierro, C., Karamolegkou, A., Igel, C., Rust, P., Søgaard, A. & Pedersen, C. B., 2024, In: Scandinavian Journal of Public Health. 52, 4, p. 397-538

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  3 Downloads (Pure)

• Trees on smallholder farms and forest restoration are critical for Rwanda to achieve net zero emissions

  Mugabowindekwe, M., Brandt, M., Mukuralinda, A., Ciais, P., Reiner, F., Kariryaa, A., Igel, C., Chave, J., Mertz, O., Hiernaux, P., Tong, X., Rwanyiziri, G., Gominski, D., Li, S., Liu, S., Gasangwa, I., Hategekimana, Y., Ndoli, A., Nduwamungu, J., Saatchi, S. & 1 others, Fensholt, R., 2024, In: Communications Earth & Environment. 5, 1, 10 p., 113.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  3 Citations (Scopus)

  14 Downloads (Pure)
• 2023

  Allometric equations to estimate the dry mass of Sahel woody plants mapped with very-high resolution satellite imagery

  Hiernaux, P., Issoufou, H. B. A., Igel, C., Kariryaa, A., Kourouma, M., Chave, J., Mougin, E. & Savadogo, P., 1 Feb 2023, In: Forest Ecology and Management. 529, 13 p., 120653.

  Research output: Contribution to journal › Journal article › Research › peer-review
  11 Citations (Scopus)

• BuildSeg: A General Framework for the Segmentation of Buildings

  Li, L., Zhang, T., Oehmcke, S., Gieseke, F. & Igel, C., 15 Jan 2023, arxiv.org, 7 p.

  Research output: Working paper › Preprint › Research

  Open Access

  File
  4 Downloads (Pure)

• Deep learning enables image-based tree counting, crown segmentation and height prediction at national scale

  Li, S., Brandt, M., Fensholt, R., Kariryaa, A., Igel, C., Gieseke, F., Nord-Larsen, T., Oehmcke, S., Carlsen, A. H., Junttila, S., Tong, X., d’Aspremont, A. & Ciais, P., 2023, In: PNAS Nexus. 2, 4, 16 p., pgad076.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  19 Citations (Scopus)

  126 Downloads (Pure)

• Familiarity-Based Open-Set Recognition Under Adversarial Attacks

  Enevoldsen∗, P., Gundersen, C., Lang, N., Belongie, S. & Igel, C., 2023, arXiv.org, 5 p.

  Research output: Working paper › Preprint

  Open Access

  File
  4 Downloads (Pure)

• LR-CSNet: Low-Rank Deep Unfolding Network for Image Compressive Sensing

  Zhang, T., Li, L., Igel, C., Oehmcke, S., Gieseke, F. & Peng, Z., 2023, 2022 IEEE International Conference on Computer and Communications (ICCC), Chengdu, China. IEEE, p. 1951-1957

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  File
  7 Citations (Scopus)

  13 Downloads (Pure)

• More than one quarter of Africa's tree cover is found outside areas previously classified as forest

  Reiner, F., Brandt, M., Tong, X., Skole, D., Kariryaa, A., Ciais, P., Davies, A., Hiernaux, P., Chave, J., Mugabowindekwe, M., Igel, C., Oehmcke, S., Gieseke, F., Li, S., Liu, S., Saatchi, S., Boucher, P., Singh, J., Taugourdeau, S., Dendoncker, M. & 4 others, Song, X-P., Mertz, O., Tucker, C. J. & Fensholt, R., 2023, In: Nature Communications. 14, 10 p., 2258.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  43 Citations (Scopus)

  44 Downloads (Pure)

• MULTIFIN: A Dataset for Multilingual Financial NLP

  Jørgensen, R. K., Brandt, O., Hartmann, M., Dai, X., Igel, C. & Elliott, D., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023. Association for Computational Linguistics (ACL), p. 864-879

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  33 Downloads (Pure)

• Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda

  Mugabowindekwe, M., Brandt, M., Chave, J., Reiner, F., Skole, D. L., Kariryaa, A., Igel, C., Hiernaux, P., Ciais, P., Mertz, O., Tong, X., Li, S., Rwanyiziri, G., Dushimiyimana, T., Ndoli, A., Uwizeyimana, V., Lillesø, J-P. B., Gieseke, F., Tucker, C. J., Saatchi, S. & 1 others, Fensholt, R., 2023, In: Nature climate change. 13, p. 91-97

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  35 Citations (Scopus)

  74 Downloads (Pure)

• Predicting urban tree cover from incomplete point labels and limited background information

  Zhang, H., Kariryaa, A., Guthula, V. B., Igel, C. & Oehmcke, S., 2023, Urban-AI 2023 - Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Urban-AI. Omitaomu, O. A., Mostafavi, A. & Liu, Y. (eds.). Association for Computing Machinery, Inc., p. 52-60

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• Remember to Correct the Bias When Using Deep Learning for Regression!

  Igel, C. & Oehmcke, S., 2023, In: KI - Kunstliche Intelligenz. 37, 1, p. 33-40

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  14 Downloads (Pure)

• Sub-continental-scale carbon stocks of individual trees in African drylands

  Tucker, C., Brandt, M., Hiernaux, P., Kariryaa, A., Rasmussen, K., Small, J., Igel, C., Reiner, F., Melocik, K., Meyer, J., Sinno, S., Romero, E., Glennie, E., Fitts, Y., Morin, A., Pinzon, J., McClain, D., Morin, P., Porter, C., Loeffler, S. & 10 others, Kergoat, L., Issoufou, B-A., Savadogo, P., Wigneron, J-P., Poulter, B., Ciais, P., Kaufmann, R., Myneni, R., Saatchi, S. & Fensholt, R., 2023, In: Nature. 615, 7950, p. 80-86

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  40 Citations (Scopus)

  53 Downloads (Pure)

• The Liver Tumor Segmentation Benchmark (LiTS)

  Bilic, P., Christ, P., Li, H. B., Vorontsov, E., Ben-Cohen, A., Kaissis, G., Szeskin, A., Jacobs, C., Mamani, G. E. H., Chartrand, G., Lohöfer, F., Holch, J. W., Sommer, W., Hofmann, F., Hostettler, A., Lev-Cohain, N., Drozdzal, M., Amitai, M. M., Vivanti, R., Sosna, J. & 89 others, Ezhov, I., Sekuboyina, A., Navarro, F., Kofler, F., Paetzold, J. C., Shit, S., Hu, X., Lipková, J., Rempfler, M., Piraud, M., Kirschke, J., Wiestler, B., Zhang, Z., Hülsemeyer, C., Beetz, M., Ettlinger, F., Antonelli, M., Bae, W., Bellver, M., Bi, L., Chen, H., Chlebus, G., Dam, E. B., Dou, Q., Fu, C-W., Georgescu, B., Giró-I-Nieto, X., Gruen, F., Han, X., Heng, P-A., Hesser, J., Moltz, J. H., Igel, C., Isensee, F., Jäger, P., Jia, F., Kaluva, K. C., Khened, M., Kim, I., Kim, J-H., Kim, S., Kohl, S., Konopczynski, T., Kori, A., Krishnamurthi, G., Li, F., Li, H., Li, J., Li, X., Lowengrub, J., Ma, J., Maier-Hein, K., Maninis, K-K., Meine, H., Merhof, D., Pai, A., Perslev, M., Petersen, J., Pont-Tuset, J., Qi, J., Qi, X., Rippel, O., Roth, K., Sarasua, I., Schenk, A., Shen, Z., Torres, J., Wachinger, C., Wang, C., Weninger, L., Wu, J., Xu, D., Yang, X., Yu, S. C-H., Yuan, Y., Yue, M., Zhang, L., Cardoso, J., Bakas, S., Braren, R., Heinemann, V., Pal, C., Tang, A., Kadoury, S., Soler, L., van Ginneken, B., Greenspan, H., Joskowicz, L. & Menze, B., 2023, In: Medical Image Analysis. 84, 24 p., 102680.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  300 Citations (Scopus)

  17 Downloads (Pure)

• The overlooked contribution of trees outside forests to tree cover and woody biomass across Europe

  Liu, S., Brandt, M., Nord-Larsen, T., Chave, J., Reiner, F., Lang, N., Tong, X., Ciais, P., Igel, C., Pascual, A., Guerra-hernandez, J., Li, S., Mugabowindekwe, M., Saatchi, S., Yue, Y., Chen, Z. & Fensholt, R., 2023, In: Science Advances. 9, 37, 15 p., eadh4097.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  15 Citations (Scopus)

  33 Downloads (Pure)

• Towards Automatic Cartilage Quantification in Clinical Trials – Continuing from the 2019 IWOAI Knee Segmentation Challenge

  Dam, E. B., Desai, A. D., Deniz, C. M., Rajamohan, H. R., Regatte, R., Iriondo, C., Pedoia, V., Majumdar, S., Perslev, M., Igel, C., Pai, A., Gaj, S., Yang, M., Nakamura, K., Li, X., Maqbool, H., Irmakci, I., Song, S-E., Bagci, U., Hargreaves, B. & 2 others, Gold, G. & Chaudhari, A., 2023, In: Osteoarthritis Imaging. 3, 1, 9 p., 100087.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  4 Downloads (Pure)
• 2022

  Above-Ground Biomass Prediction for Croplands at a Sub-Meter Resolution Using UAV–LiDAR and Machine Learning Methods

  Revenga, J. C., Trepekli, K., Oehmcke, S., Jensen, R., Li, L., Igel, C., Gieseke, F. C. & Friborg, T., 2022, In: Remote Sensing. 14, 16, 22 p., 3912.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  15 Citations (Scopus)

  78 Downloads (Pure)

• A Brief Overview of Unsupervised Neural Speech Representation Learning

  Borgholt, L., Havtorn, J. D., Edin, J., Maaløe, L. & Igel, C., 2022, Proceedings of 2nd Workshop on Self-supervised Learning for Audio and Speech Processing. Association for the Advancement of Artificial Intelligence, 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  14 Downloads (Pure)

• Are Multilingual Sentiment Models Equally Right for the Right Reasons?

  Jørgensen, R. K., Caccavale, F., Igel, C. & Søgaard, A., 2022, Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP. Association for Computational Linguistics (ACL), p. 131–141

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  26 Downloads (Pure)

• Automatic detection of abnormal sleeping patterns in stroke patients using high-frequency sleep staging

  Perslev, M., West, A. S., Simonsen, S. A., Ponsaing, L. B., Iversen, H. K., Igel, C. & Jennum, P. J., 2022, In: Journal of Sleep Research. 31, S1, 1 p.

  Research output: Contribution to journal › Conference abstract in journal › Research

• Cross‐Cohort Automatic Knee MRI Segmentation With Multi‐Planar U‐Nets

  Perslev, M., Pai, A., Runhaar, J., Igel, C. & Dam, E. B., 2022, In: Journal of Magnetic Resonance Imaging. 55, 2, p. 1650-1663

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  35 Downloads (Pure)

• Date Recognition in Historical Parish Records

  Piqueras, L. C., Fierro, C., Lotz, J. F., Rust, P., Rommedahl, J., Due, J. K., Igel, C., Elliott, D., Pedersen, C. B., Salazar, I. & Søgaard, A., 2022, Frontiers in Handwriting Recognition : 18th International Conference, ICFHR 2022, Hyderabad, India, December 4–7, 2022, Proceedings. Porwal, U., Fornés, A. & Shafait, F. (eds.). Springer, p. 49-64 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13639 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  1 Citation (Scopus)

• Deep learning based 3D point cloud regression for estimating forest biomass

  Oehmcke, S., Li, L., Revenga, J. C., Nord-Larsen, T., Trepekli, K., Gieseke, F. & Igel, C., 1 Nov 2022, 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2022. Renz, M., Sarwat, M., Nascimento, M. A., Shekhar, S. & Xie, X. (eds.). Association for Computing Machinery, Inc., p. 1-4 38

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access
  9 Citations (Scopus)

• Energy Consumption-Aware Tabular Benchmarks for Neural Architecture Search

  Bakhtiarifard, P., Igel, C. & Selvan, R., 12 Oct 2022, arxiv.org, 13 p.

  Research output: Working paper › Preprint › Research

  Open Access

  File
  37 Downloads (Pure)

• Ensemble Learning for Semantic Segmentation of Ancient Maya Architectures

  Hellweg, T., Oehmcke, S., Kariryaa, A., Gieseke, F. & Igel, C., 2022, Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & the Discovery Challenge Workshop, ECML PKDD 2021. Kocev, D., Simidjievski, N., Kostovska, A., Dimitrovski, I. & Kokalj, Ž. (eds.). Ljubljana: Jožef Stefan Institute , p. 13-19 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  16 Downloads (Pure)

• High accuracy in classifying endoscopic severity in ulcerative colitis using convolutional neural network

  Lo, B., Liu, Z., Bendtsen, F., Igel, C., Vind, I. & Burisch, J., 2022, In: The American Journal of Gastroenterology. 117, 10, p. 1648-1654

  Research output: Contribution to journal › Journal article › Research › peer-review
  13 Citations (Scopus)

• Histogram-Based Unsupervised Domain Adaptation for Medical Image Classification

  Diao, P., Pai, A., Igel, C. & Krag, C. H., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer, p. 755-764 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13437 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  4 Citations (Scopus)

• Information Bottleneck: Exact Analysis of (Quantized) Neural Networks

  Lorenzen, S. S., Igel, C. & Nielsen, M., 2022, arXiv.org, 19 p.

  Research output: Working paper › Preprint › Research

  Open Access

  File
  30 Downloads (Pure)

• Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts

  Kutuzova, S., Krause, O., McCloskey, D., Nielsen, M. & Igel, C., Jan 2022, arXiv.org, 29 p.

  Research output: Working paper › Preprint › Research

  Open Access

  File
  82 Downloads (Pure)

• Self-Supervised Speech Representation Learning: A Review

  Mohamed, A., Lee, H. Y., Borgholt, L., Havtorn, J. D., Edin, J., Igel, C., Kirchhoff, K., Li, S. W., Livescu, K., Maaloe, L., Sainath, T. N. & Watanabe, S., 2022, In: IEEE Journal on Selected Topics in Signal Processing. 16, 6, p. 1179-1210

  Research output: Contribution to journal › Review › Research › peer-review

  Open Access

  File
  144 Citations (Scopus)

  9 Downloads (Pure)
• 2021

  Artificial intelligence surpasses gastrointestinal experts in the classification of endoscopic severity among Ulcerative Colitis

  The Presager Project, 2021, In: Journal of Crohn's & colitis. 15, Suppl. 1, p. S007-S007

  Research output: Contribution to journal › Conference abstract in journal › Research

• Bi-modal Variational Autoencoders for Metabolite Identification Using Tandem Mass Spectrometry

  Kutuzova, S., Igel, C., Nielsen, M. & McCloskey, D., 2021, bioRxiv, 22 p.

  Research output: Working paper › Preprint › Research

  Open Access

  File
  28 Downloads (Pure)

• Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote

  Wu, Y. S., Masegosa, A. R., Lorenzen, S. S., Igel, C. & Seldin, Y., 2021, Advances in Neural Information Processing Systems 34 (NeurIPS). NeurIPS Proceedings, p. 1-12

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

• Data, Knowledge, and Computation

  Igel, C., 2021, In: KI - Kunstliche Intelligenz. 35, p. 247–249

  Research output: Contribution to journal › Editorial › Research

• Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

  Jimenez-Solem, E., Petersen, T. S., Hansen, C., Hansen, C., Lioma, C., Igel, C., Boomsma, W., Krause, O., Lorenzen, S., Selvan, R., Petersen, J., Nyeland, M. E., Ankarfeldt, M. Z., Virenfeldt, G. M., Winther-Jensen, M., Linneberg, A., Ghazi, M. M., Detlefsen, N., Lauritzen, A. D., Smith, A. G. & 15 others, de Bruijne, M., Ibragimov, B., Petersen, J., Lillholm, M., Middleton, J., Mogensen, S. H., Thorsen-Meyer, H-C., Perner, A., Helleberg, M., Kaas-Hansen, B. S., Bonde, M., Bonde, A., Pai, A., Nielsen, M. & Sillesen, M., 2021, In: Scientific Reports. 11, 1, 12 p., 3246.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  54 Citations (Scopus)

  281 Downloads (Pure)

• Machine learning for financial transaction classification across companies using character-level word embeddings of text fields

  Jørgensen, R. K. & Igel, C., 2021, In: Intelligent Systems in Accounting, Finance and Management. 28, 3, p. 159-172

  Research output: Contribution to journal › Journal article › Research › peer-review
  14 Citations (Scopus)

• On scaling contrastive representations for low-resource speech recognition

  Borgholt, L., Tax, T. M. S., Havtorn, J. D., Maaløe, L. & Igel, C., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, Vol. 2021-June. p. 3885-3889

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  2 Citations (Scopus)

• On the convergence of the Metropolis algorithm with fixed-order updates for multivariate binary probability distributions.

  Brügge, K., Fischer, A. & Igel, C., 2021, Proceedings of The 24th International Conference on Artificial Intelligence and Statistic. PMLR, p. 469-477 (Proceedings of Machine Learning Research, Vol. 130).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  25 Downloads (Pure)

• The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset

  IWOAI Segmentation Challenge Writing Group, 2021, In: Radiology. Artificial intelligence. 3, 3, 13 p., e200078.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  48 Citations (Scopus)

  16 Downloads (Pure)

• Using machine learning for predicting intensive care unit resource use during the COVID-19 pandemic in Denmark

  Lorenzen, S. S., Nielsen, M., Jimenez-Solem, E., Petersen, T. S., Perner, A., Thorsen-Meyer, H-C., Igel, C. & Sillesen, M., 23 Sep 2021, In: Scientific Reports. 11, 1, 10 p., 18959.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  15 Citations (Scopus)

  59 Downloads (Pure)

• U-Sleep: resilient high-frequency sleep staging

  Perslev, M., Darkner, S., Kempfner, L., Nikolic, M., Jennum, P. J. & Igel, C., 15 Apr 2021, In: npj Digital Medicine. 4, 1, 12 p., 72.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  149 Citations (Scopus)

  63 Downloads (Pure)
• 2020

  Algorithms for estimating the partition function of restricted Boltzmann machines: (Extended Abstract)

  Krause, O., Fischer, A. & Igel, C., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 5045-5049 5 p. (IJCAI International Joint Conference on Artificial Intelligence, Vol. 2021-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research › peer-review

  File

• Algorithms for estimating the partition function of restricted Boltzmann machines

  Krause, O., Fischer, A. & Igel, C., Jan 2020, In: Artificial Intelligence. 278, 19 p., 103195.

  Research output: Contribution to journal › Journal article › Research › peer-review
  12 Citations (Scopus)

• A Loss Function for Generative Neural Networks Based on Watson's Perceptual Model

  Czolbe, S., Krause, O., Cox, I. & Igel, C., 2020, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtua. NeurIPS Proceedings, (Advances in Neural Information Processing Systems, Vol. 33).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  46 Downloads (Pure)

• A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset: Findings From The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge

  Desai, A. D., Caliva, F., Iriondo, C., Khosravan, N., Mortazi, A., Jambawalikar, S., Torigian, D., Ellerman, J., Akcakaya, M., Bagci, U., Tibrewala, R., Flament, I., O`Brien, M., Majumdar, S., Perslev, M., Pai, A., Igel, C., Dam, E. B., Gaj, S., Yang, M. & 9 others, Nakamura, K., Li, X., Deniz, C. M., Juras, V., Regatte, R., Gold, G. E., Hargreaves, B. A., Pedoia, V. & Chaudhari, A. S., 2020, In: Osteoarthritis and Cartilage Open. 28, Suppl. 1, p. 5304-5305

  Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  Open Access