Feature selection under budget constraint in medical applications: analysis of penalized empirical risk minimization methods

An enhanced grey wolf optimizer with fusion strategies for identifying the parameters of photovoltaic models

(2022) Jinkun Luo et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Application of Deep Learning Techniques in Diagnosis of Covid-19 (Coronavirus): A Systematic Review

(2022) Yogesh H. Bhosale et al.   NEURAL PROCESSING LETTERS

MLFS-CCDE: multi-objective large-scale feature selection by cooperative coevolutionary differential evolution

(2021) Haoran Li et al.   Memetic Computing

Development and Validation of a LASSO Prediction Model for Better Identification of Ischemic Stroke: A Case-Control Study in China

(2021) Zirui Meng et al.   Frontiers in Aging Neuroscience

Controlling Costs: Feature Selection on a Budget

(2021) Guo Yu et al.   Stat

Re-epithelialization and immune cell behaviour in an ex vivo human skin model

(2020) Ana Rakita et al.   Scientific Reports

A review of feature selection methods in medical applications

(2019) Beatriz Remeseiro et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Comparison of variable selection methods for clinical predictive modeling

(2018) L. Nelson Sanchez-Pinto et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

The utility of LASSO-based models for real time forecasts of endemic infectious diseases: A cross country comparison

(2018) Yirong Chen et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Panning for gold: ‘model-X’ knockoffs for high dimensional controlled variable selection

(2018) Emmanuel Candès et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Cost-sensitive classifier chains: selecting low-cost features in multi-label classification

(2018) Paweł Teisseyre et al.   PATTERN RECOGNITION

Lasso Regression for the Prediction of Intermediate Outcomes Related to Cardiovascular Disease Prevention Using the TRANSIT Quality Indicators

(2018) Cynthia Khanji et al.   MEDICAL CARE

Cost-sensitive feature selection using random forest: Selecting low-cost subsets of informative features

(2016) Qifeng Zhou et al.   KNOWLEDGE-BASED SYSTEMS

Controlling the false discovery rate via knockoffs

(2015) Rina Foygel Barber et al.   ANNALS OF STATISTICS

Review and evaluation of penalised regression methods for risk prediction in low-dimensional data with few events

(2015) Menelaos Pavlou et al.   STATISTICS IN MEDICINE

A framework for cost-based feature selection

(2014) V. Bolón-Canedo et al.   PATTERN RECOGNITION

Multiparameter Intelligent Monitoring in Intensive Care II: A public-access intensive care unit database*

(2011) Mohammed Saeed et al.   CRITICAL CARE MEDICINE

To Explain or to Predict?

(2011) Galit Shmueli   STATISTICAL SCIENCE

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

Sparse regression techniques in low-dimensional survival data settings

(2009) Christine Porzelius et al.   STATISTICS AND COMPUTING

Cancer risks from diagnostic radiology

(2008) E J HALL et al.   BRITISH JOURNAL OF RADIOLOGY