Christiaan G. A. Viviers
According to our database1,
Christiaan G. A. Viviers
authored at least 11 papers
between 2021 and 2023.
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Bibliography
2023
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging.
CoRR, 2023
Advancing Abdominal Organ and PDAC Segmentation Accuracy with Task-Specific Interactive Models.
Proceedings of the Applications of Medical Artificial Intelligence, 2023
Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical data.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
Clinical segmentation for improved pancreatic ductal adenocarcinoma detection and segmentation.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
Segmentation-based Assessment of Tumor-Vessel Involvement for Surgical Resectability Prediction of Pancreatic Ductal Adenocarcinoma.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022
Improved Pancreatic Tumor Detection by Utilizing Clinically-Relevant Secondary Features.
Proceedings of the Cancer Prevention Through Early Detection, 2022
Efficient Out-of-Distribution Detection of Melanoma with Wavelet-Based Normalizing Flows.
Proceedings of the Cancer Prevention Through Early Detection, 2022
2021
Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical ImageSegmentation with Normalizing Flows.
CoRR, 2021
Improving Aleatoric Uncertainty Quantification in Multi-annotated Medical Image Segmentation with Normalizing Flows.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021