Mads Nielsen

1. Information Bottleneck: Exact Analysis of (Quantized) Neural Networks
   2021/06/24 by Stephan Sloth Lorenzen, Christian Igel, Lorenzen, Stephan Sloth +3 · 3 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
2. AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation
   2024/08/01 by Asbjørn Munk, Jakob Ambsdorf, Munk, Asbjørn +5 · 6 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
3. CORE-BEHRT: A Carefully Optimized and Rigorously Evaluated BEHRT
   2024/04/23 by Mikkel Odgaard, Odgaard, Mikkel, Kiril Vadimovic Klein +9 · 3 citations
   Computer Science · #Advanced Neural Network Applications
4. A large-scale heterogeneous 3D magnetic resonance brain imaging dataset for self-supervised learning
   2025/06/17 by Stefano Cerri, Asbjørn Munk, Munk, Asbjørn +25 · 1 voice · 4 citations
   #eess.IV #cs.CV
5. CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data
   2021/04/08 by Mostafa Mehdipour Ghazi, Lauge Sørensen, Ghazi, Mostafa Mehdipour +5 · 1 citation
   Computer Science · #Machine Learning in Healthcare #Time Series Analysis and Forecasting
6. Higher-Order Momentum Distributions and Locally Affine LDDMM\n Registration
   2011/12/14 by Stefan Sommer, Mads Nielsen, Sommer, Stefan +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Image and Object Detection Techniques #Medical Image Segmentation Techniques #Numerical Analysis (math.NA) #Target Tracking and Data Fusion in Sensor Networks
7. FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for Brain
   2022/08/30 by Mostafa Mehdipour Ghazi, Ghazi, Mostafa Mehdipour, Mads Nielsen +1 · 2 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering