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03/14/2023
MEDBERT.de: A Comprehensive German BERT Model for the Medical Domain
This paper presents medBERTde, a pre-trained German BERT model specifica...
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09/27/2022
What Does DALL-E 2 Know About Radiology?
Generative models such as DALL-E 2 could represent a promising future to...
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10/24/2021
Per-Pixel Lung Thickness and Lung Capacity Estimation on Chest X-Rays using Convolutional Neural Networks
Estimating the lung depth on x-ray images could provide both an accurate...
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08/10/2021
Tracked 3D Ultrasound and Deep Neural Network-based Thyroid Segmentation reduce Interobserver Variability in Thyroid Volumetry
Background: Thyroid volumetry is crucial in diagnosis, treatment and mon...
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07/30/2021
NeuralDP Differentially private neural networks by design
The application of differential privacy to the training of deep neural n...
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07/29/2021
U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction
During the first wave of COVID-19, hospitals were overwhelmed with the h...
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07/09/2021
Differentially private training of neural networks with Langevin dynamics for calibrated predictive uncertainty
We show that differentially private stochastic gradient descent (DP-SGD)...
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01/25/2021