Haeyun Lee | MacsLABhttps://jbnu.macs.or.kr/en/author/haeyun-lee/Haeyun LeeHugo Blox Builder (https://hugoblox.com)en-usMon, 23 Feb 2026 00:00:00 +0000https://jbnu.macs.or.kr/media/icon_hu006eacee63deb1d8999057a3cbfdb748_78083_512x512_fill_lanczos_center_3.pngHaeyun Leehttps://jbnu.macs.or.kr/en/author/haeyun-lee/Bayesian Multiclass Segmentation for Remote Sensing: Integrating User Priors and Uncertaintyhttps://jbnu.macs.or.kr/en/publication/0039-bayesian-multi-class-segmentation-for-remote-sensing-integrating-user-priors-and-uncertainty/Mon, 23 Feb 2026 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0039-bayesian-multi-class-segmentation-for-remote-sensing-integrating-user-priors-and-uncertainty/Statistical Multi-Modal Fusion for Patient-Centric Medical Diagnosis Using DICOMhttps://jbnu.macs.or.kr/en/publication/0036-statistical-multi-modal-fusion-for-patient-centric-medical-diagnosis-using-dicom/Wed, 15 Oct 2025 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0036-statistical-multi-modal-fusion-for-patient-centric-medical-diagnosis-using-dicom/Expert-level differentiation of incomplete Kawasaki disease and pneumonia from echocardiography via multiple large receptive attention mechanismshttps://jbnu.macs.or.kr/en/publication/0029-expert-level-differentiation-of-incomplete-kawasaki-disease-and-pneumonia-from-echocardiography-via-multiple-large-receptive-attention-mechanisms/Mon, 01 Sep 2025 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0029-expert-level-differentiation-of-incomplete-kawasaki-disease-and-pneumonia-from-echocardiography-via-multiple-large-receptive-attention-mechanisms/Real-time Self-supervised Ultrasound Image Enhancement Using Test-Time Adaptation for Sophisticated Rotator Cuff Tear Diagnosishttps://jbnu.macs.or.kr/en/publication/0026-real-time-self-supervised-ultrasound-image-enhancement-using-test-time-adaptation-for-sophisticated-rotator-cuff-tear-diagnosis/Mon, 31 Mar 2025 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0026-real-time-self-supervised-ultrasound-image-enhancement-using-test-time-adaptation-for-sophisticated-rotator-cuff-tear-diagnosis/Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Informationhttps://jbnu.macs.or.kr/en/publication/0023-connectome-mapping-shape-memory-network-via-interpretation-of-contextual-semantic-information/Thu, 23 Jan 2025 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0023-connectome-mapping-shape-memory-network-via-interpretation-of-contextual-semantic-information/SoN: Selective Optimal Network for Smartphone-based Indoor Localization in Real-timehttps://jbnu.macs.or.kr/en/publication/0024-selective-optimal-network-for-smartphone-based-indoor-localization-in-real-time/Mon, 20 Jan 2025 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0024-selective-optimal-network-for-smartphone-based-indoor-localization-in-real-time/Fine-Grained Binary Object Segmentation in Remote Sensing Imagery via Path-Selective Test-Time Adaptationhttps://jbnu.macs.or.kr/en/publication/0020-fine-grained-binary-object-segmentation-in-remote-sensing-imagery-via-path-selective-test-time-adaptation/Wed, 20 Mar 2024 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0020-fine-grained-binary-object-segmentation-in-remote-sensing-imagery-via-path-selective-test-time-adaptation/Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosishttps://jbnu.macs.or.kr/en/publication/0018-fine-tuning-network-in-federated-learning-for-personalized-skin-diagnosis/Sun, 01 Oct 2023 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0018-fine-tuning-network-in-federated-learning-for-personalized-skin-diagnosis/Self-supervised Domain Adaptive Segmentation of Breast Cancer Via Test-time Fine-Tuninghttps://jbnu.macs.or.kr/en/publication/0017-self-supervised-domain-adaptive-segmentation-of-breast-cancer-via-test-time-fine-tuning/Sun, 01 Oct 2023 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0017-self-supervised-domain-adaptive-segmentation-of-breast-cancer-via-test-time-fine-tuning/USIM Gate: Upsampling Module for Segmenting Precise Boundaries Concerning Entropyhttps://jbnu.macs.or.kr/en/publication/0016-usim-gate--upsampling-module-for-segmenting-precise-boundaries-concerning-entropy/Thu, 27 Apr 2023 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0016-usim-gate--upsampling-module-for-segmenting-precise-boundaries-concerning-entropy/Stochastic Adaptive Activation Functionhttps://jbnu.macs.or.kr/en/publication/0014-stochastic-adaptive-activation-function/Sun, 04 Dec 2022 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0014-stochastic-adaptive-activation-function/Speckle Reduction Via Deep Content-aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Imagehttps://jbnu.macs.or.kr/en/publication/0011-speckle-reduction-via-deep-content-aware-image-prior-for-precise-breast-tumor-segmentation-in-an-ultrasound-image/Mon, 25 Jul 2022 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0011-speckle-reduction-via-deep-content-aware-image-prior-for-precise-breast-tumor-segmentation-in-an-ultrasound-image/Self-Mutating Network for Domain Adaptive Segmentation in Aerial Imageshttps://jbnu.macs.or.kr/en/publication/0008-self-mutating-network-for-domain-adaptive-segmentation-in-aerial-images/Sun, 17 Oct 2021 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0008-self-mutating-network-for-domain-adaptive-segmentation-in-aerial-images/Boundary-oriented Binary Building Segmentation Model with Two Scheme Learning for Aerial Imageshttps://jbnu.macs.or.kr/en/publication/0007-boundary-oriented-binary-building-segmentation-model-with-two-scheme-learning-for-aerial-images/Mon, 26 Jul 2021 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0007-boundary-oriented-binary-building-segmentation-model-with-two-scheme-learning-for-aerial-images/Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environmenthttps://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/Tue, 18 May 2021 00:00:00 +0000https://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/Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Imageshttps://jbnu.macs.or.kr/en/publication/0005-local-similarity-siamese-network-for-urban-land-change-detection-on-remote-sensing-images/Fri, 26 Mar 2021 00:00:00 +0000https://jbnu.macs.or.kr/en/publication/0005-local-similarity-siamese-network-for-urban-land-change-detection-on-remote-sensing-images/