Medical | MacsLABhttps://jbnu.macs.or.kr/ko/tag/medical/MedicalHugo Blox Builder (https://hugoblox.com)koFri, 30 Jan 2026 00:00:00 +0000https://jbnu.macs.or.kr/media/icon_hu006eacee63deb1d8999057a3cbfdb748_78083_512x512_fill_lanczos_center_3.pngMedicalhttps://jbnu.macs.or.kr/ko/tag/medical/Human-Centered Personalization in Radiology AI: Evaluating Trust, Usability, and Cross-Hospital Robustnesshttps://jbnu.macs.or.kr/ko/publication/0027-human-centered-personalization-in-radiology-ai/Fri, 30 Jan 2026 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0027-human-centered-personalization-in-radiology-ai/Anatomy-Aware Distillation with Memory-Augmented SAM2 for Fracture Detectionhttps://jbnu.macs.or.kr/ko/publication/0033-anatomy-aware-distillation-with-memory-augmented-sam2-for-fracture-detection/Fri, 07 Nov 2025 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0033-anatomy-aware-distillation-with-memory-augmented-sam2-for-fracture-detection/SAM2-based Bayesian Prompt Adaptation for Cross-Modality Medical Segmentationhttps://jbnu.macs.or.kr/ko/publication/0034-sam2-based-bayesian-prompt-adaptation-for-cross-modality-medical-segmentation/Fri, 07 Nov 2025 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0034-sam2-based-bayesian-prompt-adaptation-for-cross-modality-medical-segmentation/Memory-Guided Personalization for Physician-Specific Diagnostic Inferencehttps://jbnu.macs.or.kr/ko/publication/0032-memory-guided-personalization-for-physician-specific-diagnostic-inference/Sun, 19 Oct 2025 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0032-memory-guided-personalization-for-physician-specific-diagnostic-inference/Patient-Centric Statistical Multi-Modal Fusion for Medical Diagnosis: Integrating DICOM, Radiomics, and Patient Attributeshttps://jbnu.macs.or.kr/ko/publication/0031-patient-centric-statistical-multi-modal-fusion-for-medical-diagnosis-integrating-dicom-radiomics-and-patient-attributes/Sun, 19 Oct 2025 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0031-patient-centric-statistical-multi-modal-fusion-for-medical-diagnosis-integrating-dicom-radiomics-and-patient-attributes/Statistical Multi-Modal Fusion for Patient-Centric Medical Diagnosis Using DICOMhttps://jbnu.macs.or.kr/ko/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/ko/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/ko/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/ko/publication/0029-expert-level-differentiation-of-incomplete-kawasaki-disease-and-pneumonia-from-echocardiography-via-multiple-large-receptive-attention-mechanisms/Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Informationhttps://jbnu.macs.or.kr/ko/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/ko/publication/0023-connectome-mapping-shape-memory-network-via-interpretation-of-contextual-semantic-information/Machine Learning-Enhanced Skull-Universal Acoustic Hologram for Efficient Transcranial Ultrasound Neuromodulation Across Varied Rodent Skullshttps://jbnu.macs.or.kr/ko/publication/0022-machine-learning-enhanced-skull-universal-acoustic-hologram-for-efficient-transcranial-ultrasound-neuromodulation-across-varied-rodent-skulls/Sun, 01 Dec 2024 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0022-machine-learning-enhanced-skull-universal-acoustic-hologram-for-efficient-transcranial-ultrasound-neuromodulation-across-varied-rodent-skulls/Predicting Obstructive Sleep Apnea Based on Computed Tomography Scan Using Deep Learning Modelshttps://jbnu.macs.or.kr/ko/publication/0021-predicting-obstructive-sleep-apnea-based-on-computed-tomography-scan-using-deep-learning-models/Tue, 12 Mar 2024 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0021-predicting-obstructive-sleep-apnea-based-on-computed-tomography-scan-using-deep-learning-models/Intelligent Bladder Volume Monitoring for Wearable Ultrasound Devices: Enhancing Accuracy through Deep Learning-based Coarse-to-Fine Shape Estimationhttps://jbnu.macs.or.kr/ko/publication/0019-bladder/Fri, 05 Jan 2024 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0019-bladder/Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosishttps://jbnu.macs.or.kr/ko/publication/0018-fine-tuning-network-in-federated-learning-for-personalized-skin-diagnosis/Sun, 01 Oct 2023 00:00:00 +0000https://jbnu.macs.or.kr/ko/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/ko/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/ko/publication/0017-self-supervised-domain-adaptive-segmentation-of-breast-cancer-via-test-time-fine-tuning/CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tearhttps://jbnu.macs.or.kr/ko/publication/0015-css-net--classification-and-substitution-for-segmentation-of-rotator-cuff-tear/Thu, 08 Dec 2022 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0015-css-net--classification-and-substitution-for-segmentation-of-rotator-cuff-tear/Deep-Learning Model Associating Lateral Cervical Radiographic Features with Cormack--lehane Grade 3 Or 4 Glottic Viewhttps://jbnu.macs.or.kr/ko/publication/0013-deep-learning-model-associating-lateral-cervical-radiographic-features-with-cormack--lehane-grade-3-or-4-glottic-view/Wed, 05 Oct 2022 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0013-deep-learning-model-associating-lateral-cervical-radiographic-features-with-cormack--lehane-grade-3-or-4-glottic-view/USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographerhttps://jbnu.macs.or.kr/ko/publication/0012-usg-net--deep-learning-based-ultrasound-scanning-guide-for-an-orthopedic-sonographer/Sat, 17 Sep 2022 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0012-usg-net--deep-learning-based-ultrasound-scanning-guide-for-an-orthopedic-sonographer/Multi-task and Few-shot Learning-based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseaseshttps://jbnu.macs.or.kr/ko/publication/0010-multi-task-and-few-shot-learning-based-fully-automatic-deep-learning-platform-for-mobile-diagnosis-of-skin-diseases/Mon, 25 Jul 2022 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0010-multi-task-and-few-shot-learning-based-fully-automatic-deep-learning-platform-for-mobile-diagnosis-of-skin-diseases/Speckle Reduction Via Deep Content-aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Imagehttps://jbnu.macs.or.kr/ko/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/ko/publication/0011-speckle-reduction-via-deep-content-aware-image-prior-for-precise-breast-tumor-segmentation-in-an-ultrasound-image/Intelligent Smartphone-based Multimode Imaging Otoscope for the Mobile Diagnosis of Otitis Mediahttps://jbnu.macs.or.kr/ko/publication/0009-intelligent-smartphone-based-multimode-imaging-otoscope-for-the-mobile-diagnosis-of-otitis-media/Tue, 23 Nov 2021 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0009-intelligent-smartphone-based-multimode-imaging-otoscope-for-the-mobile-diagnosis-of-otitis-media/Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environmenthttps://jbnu.macs.or.kr/ko/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/ko/publication/0006-federated-learning-for-thyroid-ultrasound-image-analysis-to-protect-personal-information--validation-study-in-a-real-health-care-environment/Imbalanced Loss-Integrated Deep-Learning-based Ultrasound Image Analysis for Diagnosis of Rotator-Cuff Tearhttps://jbnu.macs.or.kr/ko/publication/0004-imbalanced-loss-integrated-deep-learning-based-ultrasound-image-analysis-for-diagnosis-of-rotator-cuff-tear/Mon, 22 Mar 2021 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0004-imbalanced-loss-integrated-deep-learning-based-ultrasound-image-analysis-for-diagnosis-of-rotator-cuff-tear/Wide-field 3D Ultrasound Imaging Platform with a Semi-Automatic 3D Segmentation Algorithm for Quantitative Analysis of Rotator Cuff Tearshttps://jbnu.macs.or.kr/ko/publication/0001-wide-field-3d-ultrasound-imaging-platform-with-a-semi-automatic-3d-segmentation-algorithm-for-quantitative-analysis-of-rotator-cuff-tears/Mon, 06 Apr 2020 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0001-wide-field-3d-ultrasound-imaging-platform-with-a-semi-automatic-3d-segmentation-algorithm-for-quantitative-analysis-of-rotator-cuff-tears/Smartphone-based Spectral Imaging Otoscope: System Development and Preliminary Study for Evaluation of Its Potential As a Mobile Diagnostic Toolhttps://jbnu.macs.or.kr/ko/publication/0000-smartphone-based-spectral-imaging-otoscope--system-development-and-preliminary-study-for-evaluation-of-its-potential-as-a-mobile-diagnostic-tool/Thu, 05 Mar 2020 00:00:00 +0000https://jbnu.macs.or.kr/ko/publication/0000-smartphone-based-spectral-imaging-otoscope--system-development-and-preliminary-study-for-evaluation-of-its-potential-as-a-mobile-diagnostic-tool/