Patrick Ferdinand Christ
University of Zurich(CH)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, Advanced Neural Network Applications, Medical Image Segmentation Techniques, AI in cancer detection, MRI in cancer diagnosis
Most-Cited Works
- → The Medical Segmentation Decathlon(2022)1,122 cited
- → The Liver Tumor Segmentation Benchmark (LiTS)(2022)1,081 cited
- → A large annotated medical image dataset for the development and evaluation of segmentation algorithms(2019)717 cited
- → Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields(2016)630 cited
- → Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks(2017)184 cited
- → Automated Whole-Body Bone Lesion Detection for Multiple Myeloma on 68Ga-Pentixafor PET/CT Imaging Using Deep Learning Methods(2018)130 cited
- → Diabetes60 — Inferring Bread Units From Food Images Using Fully Convolutional Neural Networks(2017)29 cited
- → MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision(2024)27 cited
- → SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D Convolutional Neural Networks(2017)22 cited