Towards laryngeal cancer diagnosis using Dandelion Optimizer Algorithm with ensemble learning on biomedical throat region imagesArticle Published on 2024-08-242024-09-05 Journal: Scientific Reports [Category] update2024, [키워드] Biomedical image Computer science Dandelion Optimizer Algorithm Ensemble learning information technology Laryngeal cancer Narrow-band imaging [DOI] 10.1038/s41598-024-70525-0 PMC 바로가기 [Article Type] Article
A comprehensive health assessment approach using ensemble deep learning model for remote patient monitoring with IoTArticle Published on 2024-07-082024-09-05 Journal: Scientific Reports [Category] update2024, [키워드] CNN deep learning Diseases Ensemble learning Health care IoT LSTM Medical research neuroscience Remote patient monitoring [DOI] 10.1038/s41598-024-66427-w PMC 바로가기 [Article Type] Article
An Ensemble Machine Learning and Data Mining Approach to Enhance Stroke PredictionArticle Published on 2024-07-022024-09-05 Journal: Bioengineering [Category] update2024, [키워드] Ensemble learning machine learning Prediction model stroke [DOI] 10.3390/bioengineering11070672 PMC 바로가기 [Article Type] 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
Multitask Learning for Mental Health: Depression, Anxiety, Stress (DAS) Using WearablesArticle Published on 2024-02-262024-09-05 Journal: Diagnostics [Category] update2024, [키워드] deep learning Digital biomarker Digital health Ensemble learning LSTM mental health Multitask learning pervasive health Random forest Regression wearable devices XGBoost [DOI] 10.3390/diagnostics14050501 PMC 바로가기 [Article Type] Article
A methodical exploration of imaging modalities from dataset to detection through machine learning paradigms in prominent lung disease diagnosis: a reviewResearch Published on 2024-02-012024-09-05 Journal: BMC Medical Imaging [Category] update2024, [키워드] CNN CT scan deep learning Ensemble learning transfer learning X-ray [DOI] 10.1186/s12880-024-01192-w PMC 바로가기 [Article Type] Research
An Enhanced LightGBM-Based Breast Cancer Detection Technique Using Mammography ImagesArticle Published on 2024-01-222024-09-05 Journal: Diagnostics [Category] update2024, [키워드] Breast cancer deep learning EfficientNet Ensemble learning Feature engineering [DOI] 10.3390/diagnostics14020227 PMC 바로가기 [Article Type] Article
Breast cancer detection employing stacked ensemble model with convolutional featuresResearch Article Published on 2023-12-192024-09-05 Journal: Cancer biomarkers : section A of Disease markers [Category] update2024, [키워드] Breast cancer detection deep convoluted features Ensemble learning healthcare Image processing machine learning [DOI] 10.3233/CBM-230294 PMC 바로가기 [Article Type] Research Article
Improved Prediction of Ovarian Cancer Using Ensemble Classifier and Shaply Explainable AIArticle Published on 2023-12-112024-09-05 Journal: Cancers [Category] update2024, [키워드] bagging and boosting Ensemble learning Explainable AI ovarian cancer detection [DOI] 10.3390/cancers15245793 PMC 바로가기 [Article Type] Article
COV-MobNets: a mobile networks ensemble model for diagnosis of COVID-19 based on chest X-ray imagesarticle Published on 2023-06-152024-09-05 Journal: BMC Medical Imaging [Category] update2024, [키워드] Chest X-ray images COVID-19 diagnosis deep learning Ensemble learning MobileNetV3 MobileViT [DOI] 10.1186/s12880-023-01039-w PMC 바로가기 [Article Type] article