Ron Kikinis
Radiology, Nuclear Medicine and Imaging · 2000–2020
A researcher in the Science corpus: 26 papers; trusts 26 researchers and is trusted by 7 researchers here, as inferred from the citation graph.
Subfields
- Radiology, Nuclear Medicine and Imaging — 85 citations into it; #3,049 of 3,265 by trust here, #235 by citations
- Artificial Intelligence — 84 citations into it
- Computer Vision and Pattern Recognition — 78 citations into it; #12,497 of 21,575 by trust here, #5,806 by citations
- Biomedical Engineering — 18 citations into it
- Representation & Self-Supervised Learning — 15 citations into it
- Geometry and Topology — 11 citations into it
- Optimization & Training — 11 citations into it
- Statistics and Probability — 9 citations into it
Whom Ron Kikinis trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Yoshua Bengio
- Stuart Geman
- Geoffrey E. Hinton
- John F. Canny
- Chih-Jen Lin
- Marc'Aurelio Ranzato
- Yann LeCun
- Radford M. Neal
- James Bergstra
- Julian Besag
Who trusts Ron Kikinis overall
Papers from Ron Kikinis's perspective
Ordered by how strongly the researchers Ron Kikinis 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)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Learning Multiple Layers of Features from Tiny Images
- ImageNet: A large-scale hierarchical image database
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
Their papers
- Statistical validation of image segmentation quality based on a spatial overlap index. (2004) — 1,839 citations
- Tissue Classification Based on 3D Local Intensity Structures for Volume Rendering (2000) — 389 citations
- Surgical data science for next-generation interventions (2017) — 522 citations
- Registration of 3D Intraoperative MR Images of the Brain Using a Finite Element Biomechanical Model (2001) — 299 citations
- Multi-Modal Neuroimaging Feature Learning for Multi-Class Diagnosis of Alzheimer’s Disease (2014) — 524 citations
- Surgical data science – from concepts toward clinical translation (2020) — 323 citations
- Robust Radiomics Feature Quantification Using Semiautomatic Volumetric Segmentation (2014) — 567 citations
- Early diagnosis of Alzheimer's disease with deep learning (2014) — 489 citations
- 3D Slicer: A Platform for Subject-Specific Image Analysis, Visualization, and Clinical Support (2014) — 1,165 citations
- 3D Slicer as an Image Computing Platform for the Quantitative Imaging Network (2012) — 8,305 citations
- A review of magnetic resonance imaging and diffusion tensor imaging findings in mild traumatic brain injury (2012) — 925 citations
- Patient-specific model of brain deformation: application to medical image registration. (2007) — 474 citations
- Oriented Speckle Reducing Anisotropic Diffusion (2007) — 409 citations
- A review of diffusion tensor imaging studies in schizophrenia. (2007) — 814 citations
- The NA-MIC Kit: ITK, VTK, pipelines, grids and 3D slicer as an open platform for the medical image computing community (2006) — 352 citations
- A Bayesian model for joint segmentation and registration (2006) — 312 citations
- DTI and MTR abnormalities in schizophrenia: Analysis of white matter integrity (2005) — 452 citations
- White matter hemisphere asymmetries in healthy subjects and in schizophrenia: a diffusion tensor MRI study (2004) — 316 citations
- Improved watershed transform for medical image segmentation using prior information (2004) — 821 citations
- 3D Slicer (2004) — 862 citations