A Survey Study of the 3D Facial Landmark Detection Techniques Used as a Screening Tool for Diagnosis of the Obstructive Sleep Apnea SyndromeReview Published on 2024-08-142024-09-05 Journal: Advances in respiratory medicine [Category] update2024, [키워드] 3D anatomical landmark detection data augmentation deep learning hybrid template and knowledge-based landmark detection obstructive sleep apnea transfer learning [DOI] 10.3390/arm92040030 PMC 바로가기 [Article Type] Review
Three-Stage Framework for Accurate Pediatric Chest X-ray Diagnosis Using Self-Supervision and Transfer Learning on Small DatasetsArticle Published on 2024-07-292024-09-05 Journal: Diagnostics [Category] update2024, [키워드] chest X-ray Medical image analysis Model interpretability Self-supervised learning transfer learning [DOI] 10.3390/diagnostics14151634 PMC 바로가기 [Article Type] Article
Utilizing Deep Feature Fusion for Automatic Leukemia Classification: An Internet of Medical Things-Enabled Deep Learning FrameworkArticle Published on 2024-07-082024-09-05 Journal: Sensors (Basel, Switzerland) [Category] update2024, [키워드] Densenet-121 feature fusion internet of medical things leukemia Segmentation transfer learning VGG16 [DOI] 10.3390/s24134420 PMC 바로가기 [Article Type] Article
An explainable AI-based blood cell classification using optimized convolutional neural networkOriginal Research Article Published on 2024-07-022024-09-05 Journal: Journal of Pathology Informatics [Category] update2024, [키워드] Explainable AI GRAD- CAM LIME Optimized CNN SHAP transfer learning White blood cells [DOI] 10.1016/j.jpi.2024.100389 PMC 바로가기 [Article Type] Original Research Article
Melanoma identification and classification model based on fine-tuned convolutional neural networkOriginal Research Article Published on 2024-05-242024-09-05 Journal: Digital Health [Category] update2024, [키워드] Convolutional neural networks deep learning hyperparameter fine-tuning internet of medical things Melanoma support vectormachine transfer learning [DOI] 10.1177/20552076241253757 PMC 바로가기 [Article Type] Original Research Article
Toward explainable AI in radiology: Ensemble-CAM for effective thoracic disease localization in chest X-ray images using weak supervised learningBig Data Original Research Published on 2024-05-022024-09-05 Journal: Frontiers in Big Data [Category] update2024, [키워드] Class activation maps Computer aided diagnosis Ensemble learning Explainable artificial intelligence transfer learning weak supervised learning [DOI] 10.3389/fdata.2024.1366415 PMC 바로가기 [Article Type] Big Data Original Research
Development and external validation of a transfer learning-based system for the pathological diagnosis of colorectal cancer: a large emulated prospective studyOncology Original Research Published on 2024-04-252024-09-05 Journal: Frontiers in Oncology [Category] update2024, [키워드] AI-assisted pathological diagnosis Artificial intelligence (AI) CRC (colorectal cancer) pathological diagnosis transfer learning [DOI] 10.3389/fonc.2024.1365364 PMC 바로가기 [Article Type] Oncology Original Research
Joint transformer architecture in brain 3D MRI classification: its application in Alzheimer’s disease classificationArticle Published on 2024-04-182024-09-05 Journal: Scientific Reports [Category] update2024, [키워드] Alzheimer’s disease Image processing machine learning MRI Neurological disorders Sequence classification transfer learning vision transformer [DOI] 10.1038/s41598-024-59578-3 PMC 바로가기 [Article Type] Article
Integrating hybrid transfer learning with attention-enhanced deep learning models to improve breast cancer diagnosisData Science Published on 2024-02-282024-09-05 Journal: PeerJ Computer Science [Category] update2024, [키워드] attention mechanism Breast cancer deep learning feature fusion transfer learning [DOI] 10.7717/peerj-cs.1850 PMC 바로가기 [Article Type] Data Science
An Explainable AI Paradigm for Alzheimer’s Diagnosis Using Deep Transfer LearningArticle Published on 2024-02-052024-09-05 Journal: Diagnostics [Category] update2024, [키워드] Alzheimer’s disease explainable AI (XAI) grad-CAM Saliency maps transfer learning [DOI] 10.3390/diagnostics14030345 PMC 바로가기 [Article Type] Article