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06/28/2023
A Cascaded Approach for ultraly High Performance Lesion Detection and False Positive Removal in Liver CT Scans
Liver cancer has high morbidity and mortality rates in the world. Multi-...
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08/17/2021
A Flexible Three-Dimensional Hetero-phase Computed Tomography Hepatocellular Carcinoma (HCC) Detection Algorithm for Generalizable and Practical HCC Screening
Hepatocellular carcinoma (HCC) can be potentially discovered from abdomi...
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04/07/2021
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation
3D delineation of anatomical structures is a cardinal goal in medical im...
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03/02/2021
A Practical Framework for ROI Detection in Medical Images – a case study for hip detection in anteroposterior pelvic radiographs
Purpose Automated detection of region of interest (ROI) is a critical st...
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12/30/2020
Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays
Exploiting available medical records to train high performance computer-...
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12/07/2020
A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation
Object detection methods are widely adopted for computer-aided diagnosis...
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08/30/2020
Deep Volumetric Universal Lesion Detection using Light-Weight Pseudo 3D Convolution and Surface Point Regression
Identifying, measuring and reporting lesions accurately and comprehensiv...
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07/03/2020
Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images
Visual cues of enforcing bilaterally symmetric anatomies as normal findi...
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06/28/2020
Harvesting, Detecting, and Characterizing Liver Lesions from Large-scale Multi-phase CT Data via Deep Dynamic Texture Learning
Effective and non-invasive radiological imaging based tumor/lesion chara...
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09/05/2019
CT Data Curation for Liver Patients: Phase Recognition in Dynamic Contrast-Enhanced CT
As the demand for more descriptive machine learning models grows within ...
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09/04/2019