Joseph T. Roland
According to our database1,
Joseph T. Roland
authored at least 18 papers
between 2020 and 2024.
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Bibliography
2024
Medical Image Anal., 2024
Data-driven Nucleus Subclassification on Colon H&E using Style-transferred Digital Pathology.
CoRR, 2024
Bioinform., 2024
Mitigating Over-Saturated Fluorescence Images Through a Semi-Supervised Generative Adversarial Network.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
Cell Spatial Analysis in Crohn's Disease: Unveiling Local Cell Arrangement Pattern with Graph-based Signatures.
CoRR, 2023
Alleviating tiling effect by random walk sliding window in high-resolution histological whole slide image synthesis.
Proceedings of the Medical Imaging with Deep Learning, 2023
Feasibility of Universal Anomaly Detection Without Knowing the Abnormality in Medical Images.
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2023
2022
IEEE Trans. Medical Imaging, 2022
Quantifying and correcting slide-to-slide variation in multiplexed immunofluorescence images.
Bioinform., 2022
Integrate memory efficiency methods for self-supervised learning on pathological image analysis.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Cross-Scale Attention Guided Multi-instance Learning for Crohn's Disease Diagnosis with Pathological Images.
Proceedings of the Multiscale Multimodal Medical Imaging - Third International Workshop, 2022
MxIF Q-score: Biology-Informed Quality Assurance for Multiplexed Immunofluorescence Imaging.
Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis, 2022
Multi-modal learning with missing data for cancer diagnosis using histopathological and genomic data.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the MICCAI Workshop on Computational Pathology, 2021
2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020