Multi-Layer Perceptron Classifier with the Proposed Combined Feature Vector of 3D CNN Features and Lung Radiomics Features for COPD Stage Classification

Early COPD Risk Decision for Adults Aged From 40 to 79 Years Based on Lung Radiomics Features

(2022) Yingjian Yang et al.   Frontiers in Medicine

The clinical classification of patients with COVID-19 pneumonia was predicted by Radiomics using chest CT

(2021) Fei Xiong et al.   MEDICINE

Radiomics analysis of chest CT to predict the overall survival for the severe patients of COVID-19 pneumonia

(2021) Feng Xiao et al.   PHYSICS IN MEDICINE AND BIOLOGY

Deep radiomics-based survival prediction in patients with chronic obstructive pulmonary disease

(2021) Jihye Yun et al.   Scientific Reports

Auto-Metric Graph Neural Network Based on a Meta-Learning Strategy for the Diagnosis of Alzheimer's Disease

(2021) Xiaofan Song et al.   IEEE Journal of Biomedical and Health Informatics

Radiomics in Lung Diseases Imaging: State-of-the-Art for Clinicians

(2021) Anne-Noëlle Frix et al.   Journal of Personalized Medicine

Development and validation of a preoperative CT-based radiomic nomogram to predict pathology invasiveness in patients with a solitary pulmonary nodule: a machine learning approach, multicenter, diagnostic study

(2021) Luyu Huang et al.   EUROPEAN RADIOLOGY

An integrated framework with machine learning and radiomics for accurate and rapid early diagnosis of COVID-19 from Chest X-ray

(2021) Mahbubunnabi Tamal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Impact of image pre-processing methods on computed tomography radiomics features in chronic obstructive pulmonary disease

(2021) Ryan C Au et al.   PHYSICS IN MEDICINE AND BIOLOGY

Global Strategy for the Diagnosis, Management, and Prevention of Chronic Obstructive Lung Disease: The GOLD Science Committee Report 2019

(2019) Dave Singh et al.   EUROPEAN RESPIRATORY JOURNAL

Assessment of energy consumption and modeling of output energy for wheat production by neural network (MLP and RBF) and Gaussian process regression (GPR) models

(2018) Morteza Taki et al.   JOURNAL OF CLEANER PRODUCTION

Multiple instance learning: A survey of problem characteristics and applications

(2018) Marc-André Carbonneau et al.   PATTERN RECOGNITION

Prediction models for the development of COPD: a systematic review

(2018) Melanie Matheson et al.   International Journal of Chronic Obstructive Pulmonary Disease

Deep Multi-Layer Perceptron Classifier for Behavior Analysis to Estimate Parkinson’s Disease Severity Using Smartphones

(2018) Shaohua Wan et al.   IEEE Access

Using Lasso for Predictor Selection and to Assuage Overfitting: A Method Long Overlooked in Behavioral Sciences

(2015) Daniel M. McNeish   MULTIVARIATE BEHAVIORAL RESEARCH

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent

(2015) Noah Simon et al.   Journal of Statistical Software

Distinct Quantitative Computed Tomography Emphysema Patterns Are Associated with Physiology and Function in Smokers

(2013) Peter J. Castaldi et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Radiomics: Extracting more information from medical images using advanced feature analysis

(2012) Philippe Lambin et al.   EUROPEAN JOURNAL OF CANCER

The Progression of Chronic Obstructive Pulmonary Disease Is Heterogeneous

(2011) Ciro Casanova et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Pulmonary Vascular Involvement in COPD

(2008) Víctor I. Peinado et al.   CHEST

Logistic Regression

(2008) Michael P. LaValley   CIRCULATION

Exercise Testing in Severe Emphysema: Association with Quality of Life and Lung Function

(2008) Cynthia D. Brown et al.   COPD-Journal of Chronic Obstructive Pulmonary Disease

AdaBoost-Based Algorithm for Network Intrusion Detection

(2008) Weiming Hu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS