- Andre Lamurias
, Alessandro Tibo, Katja Hose, Mads Albertsen, Thomas Dyhre Nielsen:
Metagenomic Binning using Connectivity-constrained Variational Autoencoders. ICML 2023: 18471-18481 - Neus Rodeja Ferrer, Malini Vendela Sagar, Kiril Vadimovic Klein, Christina Kruuse, Mads Nielsen, Mostafa Mehdipour-Ghazi:
Deep Learning-Based Assessment of Cerebral Microbleeds in COVID-19. ISBI 2023: 1-4 - Paraskevas Pegios, Emilie Pi Fogtmann Sejer, Manxi Lin, Zahra Bashir, Morten Bo Søndergaard Svendsen, Mads Nielsen, Eike Petersen, Anders Nymark Christensen, Martin Grønnebæk Tolsgaard, Aasa Feragen:
Leveraging Shape and Spatial Information for Spontaneous Preterm Birth Prediction. ASMUS@MICCAI 2023: 57-67 - Ji Wu, Zhongfeng Kang, Sebastian Nørgaard Llambias, Mostafa Mehdipour-Ghazi, Mads Nielsen:
Active Transfer Learning for 3D Hippocampus Segmentation. MILLanD@MICCAI 2023: 224-234 - William Michael Laprade, Jesper Cairo Westergaard, Jon Nielsen, Mads Nielsen, Anders Bjorholm Dahl:
An Analysis of Spatial-Spectral Dependence in Hyperspectral Autoencoders. SCIA (2) 2023: 191-202 - Neus Rodeja Ferrer, Malini Vendela Sagar, Kiril Vadimovic Klein, Christina Kruuse, Mads Nielsen, Mostafa Mehdipour-Ghazi:
Deep Learning-Based Assessment of Cerebral Microbleeds in COVID-19. CoRR abs/2301.09322 (2023) - Emil Riis Hansen, Thomas Dyhre Nielsen, Thomas Mulvad, Mads Nibe Stausholm, Tomer Sagi, Katja Hose:
Hospitalization Length of Stay Prediction using Patient Event Sequences. CoRR abs/2303.11042 (2023) - Sebastian Nørgaard Llambias, Mads Nielsen, Mostafa Mehdipour-Ghazi:
Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging. CoRR abs/2308.04395 (2023) - Asbjørn Munk, Ao Ma, Mads Nielsen:
MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept. CoRR abs/2312.12246 (2023) - 2022
- Andre Lamurias, Mantas Sereika, Mads Albertsen, Katja Hose, Thomas Dyhre Nielsen:
Metagenomic binning with assembly graph embeddings. Bioinform. 38(19): 4481-4487 (2022) - Tobias Andersen, Ananda Nielsen, Matteo Fumagalli, Joachim Axelsen, Mads Christiansen, Ole Ravn, Nils A. Andersen:
Modular Design and Implementation for Rapid Deployment of Autonomous Systems. Field Robotics 2(1): 1951-1970 (2022) - Mille Edith Nielsen, Christian Østergaard Madsen:
Stakeholder influence on technical debt management in the public sector: An embedded case study. Gov. Inf. Q. 39(3): 101706 (2022) - Zhongfeng Kang, Bo Yang, Mads Nielsen, Lihui Deng, Shantian Yang:
A buffered online transfer learning algorithm with multi-layer network. Neurocomputing 488: 581-597 (2022) - Nicklas S. Johansen, Lasse B. Kær, Andreas L. Madsen, Kristian Ø. Nielsen, Stefan Schmid, Jirí Srba, Rasmus G. Tollund:
FBR: Dynamic Memory-Aware Fast Rerouting. CloudNet 2022: 55-60 - Stephan Sloth Lorenzen, Christian Igel, Mads Nielsen:
Information Bottleneck: Exact Analysis of (Quantized) Neural Networks. ICLR 2022 - Hadid Wahedi, Kacper Wrona, Mads Heltoft, Sarkaft Saleh, Thomas Roum Knudsen, Ulrik Bendixen, Izabela Nielsen, Subrata Saha, Gregers Sandager Borup:
Improving Accuracy of Time Series Forecasting by Applying an ARIMA-ANN Hybrid Model. APMS (1) 2022: 3-10 - Nicklas S. Johansen, Lasse B. Kær, Andreas L. Madsen, Kristian Ø. Nielsen, Jirí Srba, Rasmus G. Tollund:
Kaki: Concurrent Update Synthesis for Regular Policies via Petri Games. IFM 2022: 249-267 - Jon Middleton, Marko Bauer, Jacob Johansen, Mads Nielsen, Stefan Sommer, Akshay Pai:
Instance-Specific Augmentation of Brain MRIs with Variational Autoencoders. MAD@MICCAI 2022: 49-58 - Mauricio Orbes-Arteaga, Thomas Varsavsky, Lauge Sørensen, Mads Nielsen, Akshay Pai, Sébastien Ourselin, Marc Modat, M. Jorge Cardoso:
Augmentation based unsupervised domain adaptation. CoRR abs/2202.11486 (2022) - Andre Lamurias, Alessandro Tibo, Katja Hose, Mads Albertsen, Thomas Dyhre Nielsen:
Graph Neural Networks for Microbial Genome Recovery. CoRR abs/2204.12270 (2022) - Mostafa Mehdipour-Ghazi, Mads Nielsen:
FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for Brain. CoRR abs/2208.14360 (2022) - Andreas D. Lauritzen, My Catarina von Euler-Chelpin, Elsebeth Lynge, Ilse Vejborg, Mads Nielsen, Nico Karssemeijer, Martin Lillholm:
Robust Cross-vendor Mammographic Texture Models Using Augmentation-based Domain Adaptation for Long-term Breast Cancer Risk. CoRR abs/2212.13439 (2022) - 2021
- Christian Ravn Haslam, Sabine Madsen, Jeppe Agger Nielsen:
Problem-based Learning during the COVID-19 Pandemic: Can Project Groups Save the Day? Commun. Assoc. Inf. Syst. 48: 21 (2021) - Mads Stehr, Anders Rønn-Nielsen:
Tail asymptotics of an infinitely divisible space-time model with convolution equivalent Lévy measure. J. Appl. Probab. 58(1): 42-67 (2021) - Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Lauge Sørensen:
Robust parametric modeling of Alzheimer's disease progression. NeuroImage 225: 117460 (2021) - Barry G. Quinn, Jesper Kjær Nielsen, Mads Græsbøll Christensen:
Fast algorithms for fundamental frequency estimation in autoregressive noise. Signal Process. 180: 107860 (2021) - Taewoong Lee, Liming Shi, Jesper Kjær Nielsen, Mads Græsbøll Christensen:
Fast Generation of Sound Zones Using Variable Span Trade-Off Filters in the DFT-Domain. IEEE ACM Trans. Audio Speech Lang. Process. 29: 363-378 (2021) - Liming Shi, Taewoong Lee, Lijun Zhang, Jesper Kjær Nielsen, Mads Græsbøll Christensen:
Generation of Personal Sound Zones With Physical Meaningful Constraints and Conjugate Gradient Method. IEEE ACM Trans. Audio Speech Lang. Process. 29: 823-837 (2021) - Thomas K. K. Kjeldsen, Thomas B. Nielsen, Hamzah Ziadeh, Steffen Lehmann, Louise D. Nielsen, Dávid Gulyás, Bastian Ilsø Hougaard, Hendrik Knoche, Mads Jochumsen:
Effect of Continuous and Discrete Feedback on Agency and Frustration in a Brain-Computer Interface Virtual Reality Interaction. BIBE 2021: 1-5 - Alfredo Esquivel Jaramillo, Jesper Kjær Nielsen, Mads Græsbøll Christensen:
Speech Decomposition Based on a Hybrid Speech Model and Optimal Segmentation. Interspeech 2021: 1164-1168
