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05/11/2022
Ontology-Based and Weakly Supervised Rare Disease Phenotyping from Clinical Notes
Computational text phenotyping is the practice of identifying patients w...
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03/21/2022
Automated Clinical Coding: What, Why, and Where We Are?
Clinical coding is the task of transforming medical information in a pat...
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02/18/2021
A Systematic Review of Natural Language Processing Applied to Radiology Reports
NLP has a significant role in advancing healthcare and has been found to...
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10/29/2020
Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation
Diagnostic or procedural coding of clinical notes aims to derive a coded...
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02/11/2020
FastPET: Near Real-Time PET Reconstruction from Histo-Images Using a Neural Network
Direct reconstruction of positron emission tomography (PET) data using d...
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08/27/2019
CNN-Based PET Sinogram Repair to Mitigate Defective Block Detectors
Positron emission tomography (PET) scanners continue to increase sensiti...
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08/19/2019
Direct Neural Network 3D Image Reconstruction of Radon Encoded Data
Neural network image reconstruction directly from measurement data is a ...
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03/10/2019