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Feature Papers in Medical Statistics and Data Science Section
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Recent years have witnessed an increase in the use of advanced data analysis methods in biomedical, clinical, and epidemiological research. The aim of this reprint is to highlight the practical aspects of new data analysis methods and to provide insights into the challenges in biostatistics and data science. By considering recent developments in medical technology, the reprint includes novel approaches in the field of medical statistics and data science, covering meta-analysis, the assessment of clinical outcomes, machine learning, medical diagnostics, and genomic factors.
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Keywords
- ACE2
- algorithmic fairness
- alpha and theta EEG band ratios
- AlphaFold2
- artificial intelligence
- automated detection
- automated meta-analysis
- Automation
- big data
- bioinformatic analysis
- C7
- Camelyon17
- Cancer
- carotid intima-media thickness
- childhood
- Chronic Kidney Disease
- clinical outcome assessment
- clinical trials
- colon adenocarcinoma
- CpG DNA
- craniovertebral angle
- data imputation
- data missingness
- data preprocessing
- data presentation
- Data science
- deep learning
- diabetes
- digital medicine
- dope
- Electronic Health Records
- event detection
- Gene expression
- genomic factors
- Genomics
- hyperbaric oxygen therapy
- Kaplan–Meier estimator
- laboratory diagnostics
- logrank test
- Machine learning
- machine-learning
- medical diagnostics
- membrane bilayer
- mental workload
- Meta-analysis
- Metagenomics
- MMP3 and TESC
- model explainability
- Modeller
- Nephrology
- neuronal network
- OpenPose
- ordinal variables
- outcomes
- outlier removal
- overweight
- parkinson’s disease
- patches
- personalized medicine
- prediction models
- primary prevention
- protein structures
- RCT
- recurrent neural networks
- requirements engineering
- Research Synthesis
- RGB
- SARS-CoV-2 vaccines
- Shapley-based feature selection
- single-cell RNA-seq
- spike protein
- standardized regression coefficient
- statistical feature selection
- Statistics
- structural models
- thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues::MBN Public health and preventive medicine
- tragus
- Treatment
- tumour
- Type 1 Diabetes
- weighted trajectory analysis
- WSI
Links
DOI: 10.3390/books978-3-7258-1044-4Editions