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04/26/2023
Tissue Classification During Needle Insertion Using Self-Supervised Contrastive Learning and Optical Coherence Tomography
Needle positioning is essential for various medical applications such as...
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03/31/2023
Multiple Instance Ensembling For Paranasal Anomaly Classification In The Maxillary Sinus
Paranasal anomalies are commonly discovered during routine radiological ...
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03/07/2023
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI
The use of supervised deep learning techniques to detect pathologies in ...
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09/05/2022
Supervised Contrastive Learning to Classify Paranasal Anomalies in the Maxillary Sinus
Using deep learning techniques, anomalies in the paranasal sinus system ...
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08/17/2022
Data-Efficient Vision Transformers for Multi-Label Disease Classification on Chest Radiographs
Radiographs are a versatile diagnostic tool for the detection and assess...
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04/12/2022
Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with impured training data
The detection of lesions in magnetic resonance imaging (MRI)-scans of hu...
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01/31/2022
Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with Multi-Task Brain Age Prediction
Lesion detection in brain Magnetic Resonance Images (MRIs) remains a cha...
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09/14/2021