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08/05/2022
Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder
Laser interstitial thermal therapy (LITT) is a novel minimally invasive ...
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12/23/2021
Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis
We consider the problem of abnormality localization for clinical applica...
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05/25/2020
mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography
Computer-aided diagnosis with deep learning techniques has been shown to...
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05/19/2020
A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency
Knee osteoarthritis (OA) is one of the most common musculoskeletal disor...
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05/06/2020
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia
The coronavirus disease (COVID-19) is rapidly spreading all over the wor...
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01/12/2020
Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention
Brain magnetic resonance (MR) segmentation for hydrocephalus patients is...
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07/30/2019