<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Jae Youn Hwang | MacsLAB</title><link>https://jbnu.macs.or.kr/en/author/jae-youn-hwang/</link><atom:link href="https://jbnu.macs.or.kr/en/author/jae-youn-hwang/index.xml" rel="self" type="application/rss+xml"/><description>Jae Youn Hwang</description><generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Mon, 01 Sep 2025 00:00:00 +0000</lastBuildDate><image><url>https://jbnu.macs.or.kr/media/icon_hu006eacee63deb1d8999057a3cbfdb748_78083_512x512_fill_lanczos_center_3.png</url><title>Jae Youn Hwang</title><link>https://jbnu.macs.or.kr/en/author/jae-youn-hwang/</link></image><item><title>Expert-level differentiation of incomplete Kawasaki disease and pneumonia from echocardiography via multiple large receptive attention mechanisms</title><link>https://jbnu.macs.or.kr/en/publication/0029-expert-level-differentiation-of-incomplete-kawasaki-disease-and-pneumonia-from-echocardiography-via-multiple-large-receptive-attention-mechanisms/</link><pubDate>Mon, 01 Sep 2025 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0029-expert-level-differentiation-of-incomplete-kawasaki-disease-and-pneumonia-from-echocardiography-via-multiple-large-receptive-attention-mechanisms/</guid><description/></item><item><title>Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information</title><link>https://jbnu.macs.or.kr/en/publication/0023-connectome-mapping-shape-memory-network-via-interpretation-of-contextual-semantic-information/</link><pubDate>Thu, 23 Jan 2025 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0023-connectome-mapping-shape-memory-network-via-interpretation-of-contextual-semantic-information/</guid><description/></item><item><title>SoN: Selective Optimal Network for Smartphone-based Indoor Localization in Real-time</title><link>https://jbnu.macs.or.kr/en/publication/0024-selective-optimal-network-for-smartphone-based-indoor-localization-in-real-time/</link><pubDate>Mon, 20 Jan 2025 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0024-selective-optimal-network-for-smartphone-based-indoor-localization-in-real-time/</guid><description/></item><item><title>Machine Learning-Enhanced Skull-Universal Acoustic Hologram for Efficient Transcranial Ultrasound Neuromodulation Across Varied Rodent Skulls</title><link>https://jbnu.macs.or.kr/en/publication/0022-machine-learning-enhanced-skull-universal-acoustic-hologram-for-efficient-transcranial-ultrasound-neuromodulation-across-varied-rodent-skulls/</link><pubDate>Sun, 01 Dec 2024 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0022-machine-learning-enhanced-skull-universal-acoustic-hologram-for-efficient-transcranial-ultrasound-neuromodulation-across-varied-rodent-skulls/</guid><description/></item><item><title>Fine-Grained Binary Object Segmentation in Remote Sensing Imagery via Path-Selective Test-Time Adaptation</title><link>https://jbnu.macs.or.kr/en/publication/0020-fine-grained-binary-object-segmentation-in-remote-sensing-imagery-via-path-selective-test-time-adaptation/</link><pubDate>Wed, 20 Mar 2024 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0020-fine-grained-binary-object-segmentation-in-remote-sensing-imagery-via-path-selective-test-time-adaptation/</guid><description/></item><item><title>Predicting Obstructive Sleep Apnea Based on Computed Tomography Scan Using Deep Learning Models</title><link>https://jbnu.macs.or.kr/en/publication/0021-predicting-obstructive-sleep-apnea-based-on-computed-tomography-scan-using-deep-learning-models/</link><pubDate>Tue, 12 Mar 2024 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0021-predicting-obstructive-sleep-apnea-based-on-computed-tomography-scan-using-deep-learning-models/</guid><description/></item><item><title>Intelligent Bladder Volume Monitoring for Wearable Ultrasound Devices: Enhancing Accuracy through Deep Learning-based Coarse-to-Fine Shape Estimation</title><link>https://jbnu.macs.or.kr/en/publication/0019-bladder/</link><pubDate>Fri, 05 Jan 2024 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0019-bladder/</guid><description/></item><item><title>Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis</title><link>https://jbnu.macs.or.kr/en/publication/0018-fine-tuning-network-in-federated-learning-for-personalized-skin-diagnosis/</link><pubDate>Sun, 01 Oct 2023 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0018-fine-tuning-network-in-federated-learning-for-personalized-skin-diagnosis/</guid><description/></item><item><title>Self-supervised Domain Adaptive Segmentation of Breast Cancer Via Test-time Fine-Tuning</title><link>https://jbnu.macs.or.kr/en/publication/0017-self-supervised-domain-adaptive-segmentation-of-breast-cancer-via-test-time-fine-tuning/</link><pubDate>Sun, 01 Oct 2023 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0017-self-supervised-domain-adaptive-segmentation-of-breast-cancer-via-test-time-fine-tuning/</guid><description/></item><item><title>USIM Gate: Upsampling Module for Segmenting Precise Boundaries Concerning Entropy</title><link>https://jbnu.macs.or.kr/en/publication/0016-usim-gate--upsampling-module-for-segmenting-precise-boundaries-concerning-entropy/</link><pubDate>Thu, 27 Apr 2023 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0016-usim-gate--upsampling-module-for-segmenting-precise-boundaries-concerning-entropy/</guid><description/></item><item><title>CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear</title><link>https://jbnu.macs.or.kr/en/publication/0015-css-net--classification-and-substitution-for-segmentation-of-rotator-cuff-tear/</link><pubDate>Thu, 08 Dec 2022 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0015-css-net--classification-and-substitution-for-segmentation-of-rotator-cuff-tear/</guid><description/></item><item><title>Stochastic Adaptive Activation Function</title><link>https://jbnu.macs.or.kr/en/publication/0014-stochastic-adaptive-activation-function/</link><pubDate>Sun, 04 Dec 2022 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0014-stochastic-adaptive-activation-function/</guid><description/></item><item><title>Deep-Learning Model Associating Lateral Cervical Radiographic Features with Cormack--lehane Grade 3 Or 4 Glottic View</title><link>https://jbnu.macs.or.kr/en/publication/0013-deep-learning-model-associating-lateral-cervical-radiographic-features-with-cormack--lehane-grade-3-or-4-glottic-view/</link><pubDate>Wed, 05 Oct 2022 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0013-deep-learning-model-associating-lateral-cervical-radiographic-features-with-cormack--lehane-grade-3-or-4-glottic-view/</guid><description/></item><item><title>USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer</title><link>https://jbnu.macs.or.kr/en/publication/0012-usg-net--deep-learning-based-ultrasound-scanning-guide-for-an-orthopedic-sonographer/</link><pubDate>Sat, 17 Sep 2022 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0012-usg-net--deep-learning-based-ultrasound-scanning-guide-for-an-orthopedic-sonographer/</guid><description/></item><item><title>Multi-task and Few-shot Learning-based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases</title><link>https://jbnu.macs.or.kr/en/publication/0010-multi-task-and-few-shot-learning-based-fully-automatic-deep-learning-platform-for-mobile-diagnosis-of-skin-diseases/</link><pubDate>Mon, 25 Jul 2022 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0010-multi-task-and-few-shot-learning-based-fully-automatic-deep-learning-platform-for-mobile-diagnosis-of-skin-diseases/</guid><description/></item><item><title>Speckle Reduction Via Deep Content-aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image</title><link>https://jbnu.macs.or.kr/en/publication/0011-speckle-reduction-via-deep-content-aware-image-prior-for-precise-breast-tumor-segmentation-in-an-ultrasound-image/</link><pubDate>Mon, 25 Jul 2022 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0011-speckle-reduction-via-deep-content-aware-image-prior-for-precise-breast-tumor-segmentation-in-an-ultrasound-image/</guid><description/></item><item><title>Intelligent Smartphone-based Multimode Imaging Otoscope for the Mobile Diagnosis of Otitis Media</title><link>https://jbnu.macs.or.kr/en/publication/0009-intelligent-smartphone-based-multimode-imaging-otoscope-for-the-mobile-diagnosis-of-otitis-media/</link><pubDate>Tue, 23 Nov 2021 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0009-intelligent-smartphone-based-multimode-imaging-otoscope-for-the-mobile-diagnosis-of-otitis-media/</guid><description/></item><item><title>Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images</title><link>https://jbnu.macs.or.kr/en/publication/0008-self-mutating-network-for-domain-adaptive-segmentation-in-aerial-images/</link><pubDate>Sun, 17 Oct 2021 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0008-self-mutating-network-for-domain-adaptive-segmentation-in-aerial-images/</guid><description/></item><item><title>Boundary-oriented Binary Building Segmentation Model with Two Scheme Learning for Aerial Images</title><link>https://jbnu.macs.or.kr/en/publication/0007-boundary-oriented-binary-building-segmentation-model-with-two-scheme-learning-for-aerial-images/</link><pubDate>Mon, 26 Jul 2021 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0007-boundary-oriented-binary-building-segmentation-model-with-two-scheme-learning-for-aerial-images/</guid><description/></item><item><title>Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment</title><link>https://jbnu.macs.or.kr/en/publication/0006-federated-learning-for-thyroid-ultrasound-image-analysis-to-protect-personal-information--validation-study-in-a-real-health-care-environment/</link><pubDate>Tue, 18 May 2021 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0006-federated-learning-for-thyroid-ultrasound-image-analysis-to-protect-personal-information--validation-study-in-a-real-health-care-environment/</guid><description/></item><item><title>Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images</title><link>https://jbnu.macs.or.kr/en/publication/0005-local-similarity-siamese-network-for-urban-land-change-detection-on-remote-sensing-images/</link><pubDate>Fri, 26 Mar 2021 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0005-local-similarity-siamese-network-for-urban-land-change-detection-on-remote-sensing-images/</guid><description/></item><item><title>Imbalanced Loss-Integrated Deep-Learning-based Ultrasound Image Analysis for Diagnosis of Rotator-Cuff Tear</title><link>https://jbnu.macs.or.kr/en/publication/0004-imbalanced-loss-integrated-deep-learning-based-ultrasound-image-analysis-for-diagnosis-of-rotator-cuff-tear/</link><pubDate>Mon, 22 Mar 2021 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0004-imbalanced-loss-integrated-deep-learning-based-ultrasound-image-analysis-for-diagnosis-of-rotator-cuff-tear/</guid><description/></item><item><title>Domain Adaptive Transfer Attack-based Segmentation Networks for Building Extraction from Aerial Images</title><link>https://jbnu.macs.or.kr/en/publication/0003-domain-adaptive-transfer-attack-based-segmentation-networks-for-building-extraction-from-aerial-images/</link><pubDate>Fri, 31 Jul 2020 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0003-domain-adaptive-transfer-attack-based-segmentation-networks-for-building-extraction-from-aerial-images/</guid><description/></item><item><title>Fully-automatic Deep Learning-based Analysis for Determination of the Invasiveness of Breast Cancer Cells in an Acoustic Trap</title><link>https://jbnu.macs.or.kr/en/publication/0002-fully-automatic-deep-learning-based-analysis-for-determination-of-the-invasiveness-of-breast-cancer-cells-in-an-acoustic-trap/</link><pubDate>Mon, 11 May 2020 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0002-fully-automatic-deep-learning-based-analysis-for-determination-of-the-invasiveness-of-breast-cancer-cells-in-an-acoustic-trap/</guid><description/></item><item><title>Wide-field 3D Ultrasound Imaging Platform with a Semi-Automatic 3D Segmentation Algorithm for Quantitative Analysis of Rotator Cuff Tears</title><link>https://jbnu.macs.or.kr/en/publication/0001-wide-field-3d-ultrasound-imaging-platform-with-a-semi-automatic-3d-segmentation-algorithm-for-quantitative-analysis-of-rotator-cuff-tears/</link><pubDate>Mon, 06 Apr 2020 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0001-wide-field-3d-ultrasound-imaging-platform-with-a-semi-automatic-3d-segmentation-algorithm-for-quantitative-analysis-of-rotator-cuff-tears/</guid><description/></item><item><title>Smartphone-based Spectral Imaging Otoscope: System Development and Preliminary Study for Evaluation of Its Potential As a Mobile Diagnostic Tool</title><link>https://jbnu.macs.or.kr/en/publication/0000-smartphone-based-spectral-imaging-otoscope--system-development-and-preliminary-study-for-evaluation-of-its-potential-as-a-mobile-diagnostic-tool/</link><pubDate>Thu, 05 Mar 2020 00:00:00 +0000</pubDate><guid>https://jbnu.macs.or.kr/en/publication/0000-smartphone-based-spectral-imaging-otoscope--system-development-and-preliminary-study-for-evaluation-of-its-potential-as-a-mobile-diagnostic-tool/</guid><description/></item></channel></rss>