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06/18/2023
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data
Challenges drive the state-of-the-art of automated medical image analysi...
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12/19/2022
Boosting Automatic COVID-19 Detection Performance with Self-Supervised Learning and Batch Knowledge Ensembling
Background and objective: COVID-19 and its variants have caused signific...
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12/19/2022
COVID-19 Detection Based on Self-Supervised Transfer Learning Using Chest X-Ray Images
Purpose: Considering several patients screened due to COVID-19 pandemic,...
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11/01/2022
RGMIM: Region-Guided Masked Image Modeling for COVID-19 Detection
Self-supervised learning has developed rapidly and also advances compute...
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09/29/2022
Dataset Complexity Assessment Based on Cumulative Maximum Scaled Area Under Laplacian Spectrum
Dataset complexity assessment aims to predict classification performance...
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09/29/2022
Compressed Gastric Image Generation Based on Soft-Label Dataset Distillation for Medical Data Sharing
Background and objective: Sharing of medical data is required to enable ...
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09/29/2022
Dataset Distillation using Parameter Pruning
The acquisition of advanced models relies on large datasets in many fiel...
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09/29/2022
Dataset Distillation for Medical Dataset Sharing
Sharing medical datasets between hospitals is challenging because of the...
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06/07/2022
TriBYOL: Triplet BYOL for Self-Supervised Representation Learning
This paper proposes a novel self-supervised learning method for learning...
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06/07/2022
Self-Knowledge Distillation based Self-Supervised Learning for Covid-19 Detection from Chest X-Ray Images
The global outbreak of the Coronavirus 2019 (COVID-19) has overloaded wo...
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10/20/2021
Unsupervised cross-user adaptation in taste sensationrecognition based on surface electromyography withconformal prediction and domain regularizedcomponent analysis
Human taste sensation can be qualitatively described with surface electr...
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07/31/2021
Voice Reconstruction from Silent Speech with a Sequence-to-Sequence Model
Silent Speech Decoding (SSD) based on Surface electromyography (sEMG) ha...
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04/07/2021
Self-Supervised Learning for Gastritis Detection with Gastric X-Ray Images
We propose a novel self-supervised learning method for medical image ana...
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04/07/2021
Soft-Label Anonymous Gastric X-ray Image Distillation
This paper presents a soft-label anonymous gastric X-ray image distillat...
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02/05/2021
Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose
Electronic nose proves its effectiveness in alternativeherbal medicine c...
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06/03/2020
A review of smartphones based indoor positioning: challenges and applications
The continual proliferation of mobile devices has encouraged much effort...
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04/16/2020
Hercules: An Autonomous Logistic Vehicle for Contact-less Goods Transportation During the COVID-19 Outbreak
Since December 2019, the coronavirus disease 2019 (COVID-19) has spread ...
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08/16/2018
Tool Breakage Detection using Deep Learning
In manufacture, steel and other metals are mainly cut and shaped during ...
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08/10/2018