A novel intelligent medical decision support model based on soft computing and IoT

M Abdel-Basset, G Manogaran… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
… a comparison analysis among suggested method and other … a sensitivity analysis on the
result captured by the IoT system to … machine learning methods [24], [25]. 2) To extend the …

[HTML][HTML] Artificial intelligence and computational pathology

M Cui, DY Zhang - Laboratory Investigation, 2021 - Elsevier
treatment plans for patients. This review describes clinical perspectives and discusses the
statistical methods… and high capacity of computation will integrate, analyze, and store WSI data …

AI in medical imaging informatics: current challenges and future directions

AS Panayides, A Amini, ND Filipovic… - … and health …, 2020 - ieeexplore.ieee.org
… effective treatment planning, underpinning precision medicine. … The representation of solid
tissues and masses, ie tumors, … in transfer learning methods and computational efficiency [265]…

[图书][B] Handbook of medical image computing and computer assisted intervention

SK Zhou, D Rueckert, G Fichtinger - 2019 - books.google.com
… research methods, professional practices, or medical treatment … In the context of medical
imaging, both of these general … visualization or to facilitate further analysis for either clinical or …

AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system

…, Q Yan, H Xu, C Luo, L Wei, W Zhao, X Hou, W Ma… - … soft computing, 2021 - Elsevier
… The methodology not only included a library of models and … process for data collection,
annotation, testing, user interaction design, and clinical deployment. Based on this methodology, …

Big data analytics: Computational intelligence techniques and application areas

R Iqbal, F Doctor, B More, S Mahmud… - … Forecasting and Social …, 2020 - Elsevier
… , data storage and cloud computing, data mining techniques and machine learning algorithms
have resulted in the ability to easily acquire, analyze and store large amounts of data from …

Artificial intelligence with multi-functional machine learning platform development for better healthcare and precision medicine

Z Ahmed, K Mohamed, S Zeeshan, XQ Dong - Database, 2020 - academic.oup.com
… However, providing the correct in-time treatment plan for … and data intensive computational
and simulated analysis (8). … healthcare data analytics process; provide features to manage, …

[HTML][HTML] Medical image analysis based on deep learning approach

M Puttagunta, S Ravi - Multimedia tools and applications, 2021 - Springer
… ANN is a computational model structure that has some … imaging methods, and it is a
powerful tool for mass screening [… a critical role in treatment planning. Radiomics was defined …

[HTML][HTML] Data mining in clinical big data: the frequently used databases, steps, and methodological models

WT Wu, YJ Li, AZ Feng, L Li, T Huang, AD Xu… - Military Medical …, 2021 - Springer
… , scientific research in a structured form and characteristics of mass/… helpful in developing
personalized treatment plans [66]. … method exhibits low time complexity and high computing

Computational models in cardiology

SA Niederer, J Lumens, NA Trayanova - Nature reviews cardiology, 2019 - nature.com
… with population-based computational techniques, such as … Patient-specific computational
models provide a framework … and provides a platform to test multiple therapies and determine …