The Importance of Downstream Networks in Digital Pathology Foundation Models.
Proceedings of the Foundation Models for General Medical AI, 2024
Integrating Multiscale Topology in Digital Pathology with Pyramidal Graph Convolutional Networks.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Aggregation Model Hyperparameters Matter in Digital Pathology.
CoRR, 2023
Deep Cellular Embeddings: An Explainable Plug and Play Improvement for Feature Representation in Histopathology.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
A comparative study between vision transformers and CNNs in digital pathology.
CoRR, 2022
Molecular Subtype Prediction for Breast Cancer Using H&E Specialized Backbone.
Proceedings of the MICCAI Workshop on Computational Pathology, 2021
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.
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Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Risk of Training Diagnostic Algorithms on Data with Demographic Bias.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020
Curvature Integration in a 5D Kernel for Extracting Vessel Connections in Retinal Images.
IEEE Trans. Image Process., 2018
Retrieving challenging vessel connections in retinal images by line co-occurrence statistics.
Biol. Cybern., 2017
Boosted Exudate Segmentation in Retinal Images Using Residual Nets.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Retinal health information and notification system (RHINO).
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Analysis of Vessel Connectivities in Retinal Images by Cortically Inspired Spectral Clustering.
J. Math. Imaging Vis., 2016
Cortically-Inspired Spectral Clustering for Connectivity Analysis in Retinal Images: Curvature Integration.
CoRR, 2016
Automatic detection of vascular bifurcations and crossings in retinal images using orientation scores.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Biologically-Inspired Supervised Vasculature Segmentation in SLO Retinal Fundus Images.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015
Robust and Fast Vessel Segmentation via Gaussian Derivatives in Orientation Scores.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015
Pattern recognition in large electrical motors.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014