Michal Drozdzal
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Advanced Neural Network Applications, Gastrointestinal Bleeding Diagnosis and Treatment, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation(2017)1,734 cited
- → The Liver Tumor Segmentation Benchmark (LiTS)(2022)1,081 cited
- → Deep Learning: A Primer for Radiologists(2017)1,074 cited
- → The Importance of Skip Connections in Biomedical Image Segmentation(2016)973 cited
- → A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images(2017)798 cited
- → fastMRI: An Open Dataset and Benchmarks for Accelerated MRI(2018)572 cited
- → Learning normalized inputs for iterative estimation in medical image segmentation(2017)229 cited
- → Inverse Cooking: Recipe Generation From Food Images(2019)167 cited