Milan Sonka
Computer Vision and Pattern Recognition · 2001–2020
A researcher in the Science corpus: 12 papers; trusts 23 researchers and is trusted by 14 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 55 citations into it; #9,697 of 21,575 by trust here, #8,722 by citations
- Radiology, Nuclear Medicine and Imaging — 47 citations into it; #1,506 of 3,265 by trust here, #606 by citations
- Ophthalmology — 28 citations into it; #153 of 222 by trust here, #60 by citations
- Computational Mechanics — 8 citations into it
Whom Milan Sonka trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Milan Sonka overall
Papers from Milan Sonka's perspective
Ordered by how strongly the researchers Milan Sonka trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Gradient-based learning applied to document recognition
- Densely Connected Convolutional Networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet: A large-scale hierarchical image database
- Long Short-Term Memory
- ImageNet Large Scale Visual Recognition Challenge
- Going deeper with convolutions
- Attention is All you Need (Neural Information Processing Systems)
Their papers
- Optimal Surface Segmentation in Volumetric Images-A Graph-Theoretic Approach (2006) — 762 citations
- 3-D active appearance models: segmentation of cardiac MR and ultrasound images (2002) — 465 citations
- Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning (2020) — 891 citations
- Retinal neurodegeneration may precede microvascular changes characteristic of diabetic retinopathy in diabetes mellitus (2016) — 612 citations
- 3D Slicer as an Image Computing Platform for the Quantitative Imaging Network (2012) — 8,305 citations
- Ultrasonics, Ferroelectrics, and Frequency Control (2011) — 157 citations
- Retinal Imaging and Image Analysis (2010) — 1,416 citations
- Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images (2009) — 667 citations
- Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search (2008) — 362 citations
- Intrathoracic airway trees: segmentation and airway morphology analysis from low-dose CT scans (2005) — 329 citations
- Automatic segmentation of echocardiographic sequences by active appearance motion models (2002) — 340 citations
- Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac MR images (2001) — 393 citations