Alexey Samsonov
University of Wisconsin–Madison(US)
Publications by Year
Research Areas
Advanced MRI Techniques and Applications, Medical Imaging Techniques and Applications, Advanced Neuroimaging Techniques and Applications, MRI in cancer diagnosis, Cardiac Imaging and Diagnostics
Most-Cited Works
- → Characterization of Cerebral White Matter Properties Using Quantitative Magnetic Resonance Imaging Stains(2011)451 cited
- → Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging(2017)320 cited
- → Deep Learning Approach for Evaluating Knee MR Images: Achieving High Diagnostic Performance for Cartilage Lesion Detection(2018)292 cited
- → Fully Automated Diagnosis of Anterior Cruciate Ligament Tears on Knee MR Images by Using Deep Learning(2019)175 cited
- → POCSENSE: POCS‐based reconstruction for sensitivity encoded magnetic resonance imaging(2004)149 cited
- → Non-alcoholic fatty liver disease in adults: clinic, diagnostics, treatment. Guidelines for therapists, third version(2021)137 cited
- → Accelerating MR parameter mapping using sparsity‐promoting regularization in parametric dimension(2012)131 cited
- → Fast Realistic MRI Simulations Based on Generalized Multi-Pool Exchange Tissue Model(2016)114 cited
- → Noise‐adaptive nonlinear diffusion filtering of MR images with spatially varying noise levels(2004)111 cited
- → SANTIS: Sampling‐Augmented Neural neTwork with Incoherent Structure for MR image reconstruction(2019)98 cited