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08/15/2023
Synthetic data generation method for hybrid image-tabular data using two generative adversarial networks
The generation of synthetic medical records using generative adversarial...
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12/20/2022
Local Differential Privacy Image Generation Using Flow-based Deep Generative Models
Diagnostic radiologists need artificial intelligence (AI) for medical im...
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08/23/2022
Aging prediction using deep generative model toward the development of preventive medicine
From birth to death, we all experience surprisingly ubiquitous changes o...
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04/29/2022
Goldilocks-curriculum Domain Randomization and Fractal Perlin Noise with Application to Sim2Real Pneumonia Lesion Detection
A computer-aided detection (CAD) system based on machine learning is exp...
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04/09/2021
X2CT-FLOW: Reconstruction of multiple volumetric chest computed tomography images with different likelihoods from a uni- or biplanar chest X-ray image using a flow-based genera
We propose X2CT-FLOW for the reconstruction of volumetric chest computed...
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12/31/2020
KART: Privacy Leakage Framework of Language Models Pre-trained with Clinical Records
Nowadays, mainstream natural language pro-cessing (NLP) is empowered by ...
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02/18/2020