(FS 2020) Lecture 13: CNNs for Medical Image Analysis - Part 3
Introduction to CNNs.
Taught as part of the Medical Image Analysis course at ETH Zurich.
Topics covered: A simple classification CNN, suitability of CNNs for image analysis
Видео (FS 2020) Lecture 13: CNNs for Medical Image Analysis - Part 3 канала Machine learning and image analysis
Taught as part of the Medical Image Analysis course at ETH Zurich.
Topics covered: A simple classification CNN, suitability of CNNs for image analysis
Видео (FS 2020) Lecture 13: CNNs for Medical Image Analysis - Part 3 канала Machine learning and image analysis
Показать
Комментарии отсутствуют
Информация о видео
20 мая 2020 г. 5:28:55
00:20:57
Другие видео канала
(FS 2021) Lecture 14: Unsupervised Learning for Medical Image Analysis
(FS 2020) Lecture 13: CNNs for Medical Image Analysis - Part 1
Tianfei Zhou: Exploring Cross-Image Pixel Contrast for Semantic Segmentation
Valery Vishnevskiy: Model-Aware Neural Networks for Medical Image Reconstruction
Chaoping Zhang: A Unified Model for Reconstruction and R2*-Mapping in Accelerated 7T MRI
Jan Unkelbach: Target volume definition in radiotherapy
Julian Krebs: Learning Generative Motion Models From Image Sequences
Daniel Moyer: Invariant Representations and Harmonization
Francesco La Rosa: Image Translation via GANs for Tissue & Lesion Segmentation in Multiple Sclerosis
Archana Venkataraman: Deep Learning in Data Starved Regimes
Hervé Lombaert: Graph Convolutions - Examples on brain surfaces
Miguel Monteiro: Stochastic Segmentation Networks
(FS 2021) Lecture 13: CNNs for Medical Image Analysis
Roman Ludwig: Probabilistic Modeling of Lymphatic Tumour Progression
Stanley Durrleman: Neurodegenerative Disease Progression Modelling
Adrian Dalca: Amortized Hyperparameter Learning
(FS 2020) Lecture 13: CNNs for Medical Image Analysis - Part 4
Marco Lorenzi: Federated Learning in Medical Imaging - from Theory to Practice
Akshay Chaudhari: Data-Efficient AI for Accelerated MRI Acquisition
(FS 2020) Lecture 13: CNNs for Medical Image Analysis - Part 2