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03/16/2023
3D Masked Autoencoding and Pseudo-labeling for Domain Adaptive Segmentation of Heterogeneous Infant Brain MRI
Robust segmentation of infant brain MRI across multiple ages, modalities...
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01/21/2022
Improving Across-Dataset Brain Tissue Segmentation Using Transformer
Brain tissue segmentation has demonstrated great utility in quantifying ...
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09/26/2021
Automated Multi-Process CTC Detection using Deep Learning
Circulating Tumor Cells (CTCs) bear great promise as biomarkers in tumor...
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07/22/2020
Darwin's Neural Network: AI-based Strategies for Rapid and Scalable Cell and Coronavirus Screening
Recent advances in the interdisciplinary scientific field of machine per...
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07/09/2020
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning
Pulmonary emphysema overlaps considerably with chronic obstructive pulmo...
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01/15/2020
Substituting Gadolinium in Brain MRI Using DeepContrast
Cerebral blood volume (CBV) is a hemodynamic correlate of oxygen metabol...
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01/15/2020
Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape Features
The ability to extrapolate gene expression dynamics in living single cel...
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12/28/2018
Class-Aware Adversarial Lung Nodule Synthesis in CT Images
Though large-scale datasets are essential for training deep learning sys...
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12/19/2018
Discriminative analysis of the human cortex using spherical CNNs - a study on Alzheimer's disease diagnosis
In neuroimaging studies, the human cortex is commonly modeled as a spher...
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07/04/2017
Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules
Automated detection and segmentation of pulmonary nodules on lung comput...
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12/05/2016