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Digital twins for health: a sco** review
The use of digital twins (DTs) has proliferated across various fields and industries, with a
recent surge in the healthcare sector. The concept of digital twin for health (DT4H) holds …
recent surge in the healthcare sector. The concept of digital twin for health (DT4H) holds …
A review in radiomics: making personalized medicine a reality via routine imaging
J Guiot, A Vaidyanathan, L Deprez… - Medicinal research …, 2022 - Wiley Online Library
Radiomics is the quantitative analysis of standard‐of‑care medical imaging; the information
obtained can be applied within clinical decision support systems to create diagnostic …
obtained can be applied within clinical decision support systems to create diagnostic …
An overview of deep learning methods for multimodal medical data mining
Deep learning methods have achieved significant results in various fields. Due to the
success of these methods, many researchers have used deep learning algorithms in …
success of these methods, many researchers have used deep learning algorithms in …
Omics sciences for systems biology in Alzheimer's disease: State-of-the-art of the evidence
Alzheimer's disease (AD) is characterized by non-linear, genetic-driven pathophysiological
dynamics with high heterogeneity in biological alterations and disease spatial-temporal …
dynamics with high heterogeneity in biological alterations and disease spatial-temporal …
Brain imaging genomics: integrated analysis and machine learning
Brain imaging genomics is an emerging data science field, where integrated analysis of
brain imaging and genomics data, often combined with other biomarker, clinical, and …
brain imaging and genomics data, often combined with other biomarker, clinical, and …
LNCDS: A 2D-3D cascaded CNN approach for lung nodule classification, detection and segmentation
The early detection of lung cancer is attained with the detection of initial stage nodules (3−
30 mm) which can exorbitantly increase the 5-year survival rate of lung cancer patients …
30 mm) which can exorbitantly increase the 5-year survival rate of lung cancer patients …
Transpathology: molecular imaging-based pathology
M Tian, X He, C **, X He, S Wu, R Zhou… - European journal of …, 2021 - Springer
Pathology is the medical specialty concerned with the study of the disease nature and
causes, playing a key role in bridging basic researches and clinical medicine. In the course …
causes, playing a key role in bridging basic researches and clinical medicine. In the course …
Computational techniques and tools for omics data analysis: state-of-the-art, challenges, and future directions
The heterogeneous and high-dimensional nature of omics data presents various challenges
in gaining insights while analysis. In the era of big data, omics data is available as genome …
in gaining insights while analysis. In the era of big data, omics data is available as genome …
Radiomics in stratification of pancreatic cystic lesions: Machine learning in action
Pancreatic cystic lesions (PCLs) are well-known precursors of pancreatic cancer. Their
diagnosis can be challenging as their behavior varies from benign to malignant disease …
diagnosis can be challenging as their behavior varies from benign to malignant disease …
What scans we will read: imaging instrumentation trends in clinical oncology
Oncological diseases account for a significant portion of the burden on public healthcare
systems with associated costs driven primarily by complex and long-lasting therapies …
systems with associated costs driven primarily by complex and long-lasting therapies …