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06/05/2023
Topological Data Analysis Assisted Automated Sleep Stage Scoring Using Airflow Signals
Objective: Breathing pattern variability (BPV), as a universal physiolog...
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05/23/2022
Gaussian Persistence Curves
Topological data analysis (TDA) is a rising field in the intersection of...
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03/24/2021
A Multi-parameter Persistence Framework for Mathematical Morphology
The field of mathematical morphology offers well-studied techniques for ...
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12/24/2020
On the Conditions of Absorption Property for Morphological Opening and Closing
This paper aims to establish the theoretical foundation for shift inclus...
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11/27/2020
A Sheaf and Topology Approach to Generating Local Branch Numbers in Digital Images
This paper concerns a theoretical approach that combines topological dat...
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08/11/2020
Airflow recovery from thoracic and abdominal movements using Synchrosqueezing Transform and Locally Stationary Gaussian Process Regression
Airflow signal encodes rich information about respiratory system. While ...
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03/13/2020
A Persistent Homology Approach to Time Series Classification
Topological Data Analysis (TDA) is a rising field of computational topol...
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05/13/2019
TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification
Skin cancer is one of the most common cancers in the United States. As t...
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04/16/2019