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06/14/2023
Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports
Despite the reduction in turn-around times in radiology reports with the...
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03/31/2022
Universal Lymph Node Detection in T2 MRI using Neural Networks
Purpose: Identification of abdominal Lymph Nodes (LN) that are suspiciou...
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11/09/2021
Universal Lesion Detection in CT Scans using Neural Network Ensembles
In clinical practice, radiologists are reliant on the lesion size when d...
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11/09/2021
Lymph Node Detection in T2 MRI with Transformers
Identification of lymph nodes (LN) in T2 Magnetic Resonance Imaging (MRI...
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11/13/2020
A Study of Domain Generalization on Ultrasound-based Multi-Class Segmentation of Arteries, Veins, Ligaments, and Nerves Using Transfer Learning
Identifying landmarks in the femoral area is crucial for ultrasound (US)...
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10/12/2020
Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI
Patient motion during the magnetic resonance imaging (MRI) acquisition p...
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05/07/2019
Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images
Optical Coherence Tomography (OCT) is an imaging modality that has been ...
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10/15/2018
Learning to Segment Corneal Tissue Interfaces in OCT Images
Accurate and repeatable delineation of corneal tissue interfaces is nece...
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07/23/2018