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A Deep Invertible 3-D Facial Shape Model for Interpretable Genetic Syndrome Diagnosis.

, , , , , , , , and . IEEE J. Biomed. Health Informatics, 26 (7): 3229-3239 (2022)

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Fully Automatic Landmarking of Syndromic 3D Facial Surface Scans Using 2D Images., , , , , , , , , and . Sensors, 20 (11): 3171 (2020)DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes., , , , , , , , and . CoRR, (2018)Improved multi-site Parkinson's disease classification using neuroimaging data with counterfactual inference., , , , and . MIDL, volume 227 of Proceedings of Machine Learning Research, page 1304-1317. PMLR, (2023)Bone and joint enhancement filtering: Application to proximal femur segmentation from uncalibrated computed tomography datasets., , , , , and . Medical Image Anal., (2021)Disentangling Factors of Morphological Variation in an Invertible Brain Aging Model., , , , and . MAD@MICCAI, volume 13823 of Lecture Notes in Computer Science, page 95-107. Springer, (2022)A Flexible Framework for Simulating and Evaluating Biases in Deep Learning-Based Medical Image Analysis., , and . MICCAI (2), volume 14221 of Lecture Notes in Computer Science, page 489-499. Springer, (2023)A Kernelized Multi-level Localization Method for Flexible Shape Modeling with Few Training Data., , and . MICCAI (4), volume 12264 of Lecture Notes in Computer Science, page 765-775. Springer, (2020)Simulation of neuroplasticity in a CNN-based in-silico model of neurodegeneration of the visual system., , , , , , , and . Frontiers Comput. Neurosci., (February 2023)Automatic Segmentation of Stroke Lesions in Non-Contrast Computed Tomography Datasets With Convolutional Neural Networks., , , , , and . IEEE Access, (2020)Towards objective and systematic evaluation of bias in medical imaging AI., , , , , , and . CoRR, (2023)