Discovery Viewer (DV): Web-Based Medical AI Model Development Platform and Deployment HubCommunication Published on 2023-12-062024-09-05 Journal: Bioengineering [Category] update2024, [키워드] AI Digital twin federated learning imaging medical viewers Medicine transfer learning web app [DOI] 10.3390/bioengineering10121396 PMC 바로가기 [Article Type] Communication
MERGE: A model for multi-input biomedical federated learningarticle Published on 2023-10-062024-09-05 Journal: Patterns [Category] update2024, [키워드] biomedical imaging federated classification federated learning mixed-data deep learning multi-input classification [DOI] 10.1016/j.patter.2023.100856 PMC 바로가기 [Article Type] article
Systematic review of MCDM approach applied to the medical case studies of COVID-19: trends, bibliographic analysis, challenges, motivations, recommendations, and future directionsarticle Published on 2023-02-032024-09-05 Journal: Complex & Intelligent Systems [Category] update2024, [키워드] COVID-19 Data Privacy federated learning monoclonal antibodies Multi-criterion decision making Treatment الأجسام المضادة وحيدة النسيلة التعلم الاتحادي خصوصية البيانات صنع القرار متعدد المعايير علاج كوفيد -19 [DOI] 10.1007/s40747-023-00972-1 PMC 바로가기 [Article Type] article
A Blockchain and Artificial Intelligence-Based, Patient-Centric Healthcare System for Combating the COVID-19 Pandemic: Opportunities and ApplicationsReview Published on 2021-08-082022-10-31 Journal: International journal for equity in health [Category] COVID-19, [키워드] addition application artificial artificial intelligence Blockchain caused coronavirus Coronavirus (COVID-19) country COVID-19 COVID-19 pandemic COVID-19 situation data management digital healthcare ecosystem federated learning handling healthcare healthcare service healthcare transformation highlight implication IMPROVE limitation mitigate opportunity outbreak pandemic Pandemic management Pandemics patient-centric problem provide public health strategies Research researcher social distancing Symptom System [DOI] 10.3390/healthcare9081019 PMC 바로가기 [Article Type] Review
Federated Semi-Supervised Multi-Task Learning to Detect COVID-19 and Lungs Segmentation Marking Using Chest Radiography Images and Raspberry Pi Devices: An Internet of Medical Things Application흉부 방사선 촬영 이미지와 Raspberry Pi 장치를 사용하여 COVID-19 및 폐 분할 표시를 감지하기 위한 연합 준지도 다중 작업 학습: 의료 사물 인터넷 응용 프로그램Article Published on 2021-07-242022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 치료기술, [키워드] Accuracy applicability application average benefit Chest radiography COVID-19 decision support systems domain effective equipment experiment federated learning Image Internet internet of medical things issue learning less lung marking multi-task learning Precision provide Radiography Raspberry Raspberry Pi recall Segmentation semi-supervised learning semi-supervised machine learning Support transfer transfer learning [DOI] 10.3390/s21155025 PMC 바로가기 [Article Type] Article
Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, JapanArticle Published on 2021-05-012023-06-19 Journal: Medical image analysis [Category] MERS, [키워드] Chest CT COVID-19 federated learning Semi-supervision. [DOI] 10.1016/j.media.2021.101992 PMC 바로가기