D. Louis Collins
Computer Vision and Pattern Recognition · NeuroImage · 2000–2023
A researcher in the Science corpus: 21 papers; trusts 35 researchers and is trusted by 9 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 170 citations into it; #10,921 of 21,575 by trust here, #1,698 by citations
- Radiology, Nuclear Medicine and Imaging — 157 citations into it; #2,055 of 3,265 by trust here, #228 by citations
- Cognitive Neuroscience — 114 citations into it; #10,002 of 10,852 by trust here, #1,769 by citations
- Artificial Intelligence — 30 citations into it
- Geometry and Topology — 25 citations into it
- Computational Mechanics — 15 citations into it
- Statistics and Probability — 13 citations into it
- Aerospace Engineering — 10 citations into it
Whom D. Louis Collins trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- John Ashburner
- Simon B. Eickhoff
- Jack L. Lancaster
- Bruce Fischl
- Alan C. Evans
- John G. Sled
- Peter T. Fox
- Alex P. Zijdenbos
- Karl J. Friston
- Brian B. Avants
Who trusts D. Louis Collins overall
- Mert Rory Sabuncu
- Marc Niethammer
- Juan Eugenio Iglesias
- Alan C. Evans
- Daniel Rueckert
- Andreas Horn
- Andrea A. Kühn
- José Vicente Manjón
- Pierrick Coupé
Papers from D. Louis Collins's perspective
Ordered by how strongly the researchers D. Louis Collins trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Voxel-based morphometry--the methods.
- Dropout: a simple way to prevent neural networks from overfitting
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Densely Connected Convolutional Networks
- U-Net: Convolutional Networks for Biomedical Image Segmentation (International Conference on Medical Image Computing and Computer-Assisted Intervention)
Their papers
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS) (2015) — 6,325 citations
- Patch-based segmentation using expert priors: Application to hippocampus and ventricle segmentation (2011) — 737 citations
- Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge (2011) — 492 citations
- Early brain development in infants at high risk for autism spectrum disorder (2017) — 998 citations
- SEEGAtlas: A framework for the identification and classification of depth electrodes using clinical images (2023)
- Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge (2019) — 315 citations
- SCT: Spinal Cord Toolbox, an open‐source software for processing spinal cord MRI data (2017) — 637 citations
- Subcortical brain volume differences of participants with ADHD across the lifespan: an ENIGMA collaboration (2017) — 1,342 citations
- Toward defining deep brain stimulation targets in MNI space: A subcortical atlas based on multimodal MRI, histology and structural connectivity (2016) — 598 citations
- Diffusion Weighted Image Denoising Using Overcomplete Local PCA (2013) — 429 citations
- Performing Label-Fusion-Based Segmentation Using Multiple Automatically Generated Templates (2012) — 345 citations
- Brain templates and atlases (2012) — 642 citations
- BEaST: Brain extraction based on nonlocal segmentation technique (2012) — 485 citations
- Unbiased Average Age-Appropriate Atlases for Pediatric Studies (2010) — 2,295 citations
- Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration (2009) — 2,380 citations
- Symmetric Atlasing and Model Based Segmentation: An Application to the Hippocampus in Older Adults (2006) — 607 citations
- The creation of a brain atlas for image guided neurosurgery using serial histological data (2006) — 320 citations
- Whole-brain voxel-based statistical analysis of gray matter and white matter in temporal lobe epilepsy (2004) — 299 citations
- Application of Information Technology: A Four-Dimensional Probabilistic Atlas of the Human Brain (2001) — 303 citations
- Maturation of white matter in the human brain: a review of magnetic resonance studies. (2001) — 897 citations