Deep radiomics-based survival prediction in patients with chronic obstructive pulmonary disease
出版年份 2021 全文链接
标题
Deep radiomics-based survival prediction in patients with chronic obstructive pulmonary disease
作者
关键词
-
出版物
Scientific Reports
Volume 11, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-07-26
DOI
10.1038/s41598-021-94535-4
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Radiomics approach for survival prediction in chronic obstructive pulmonary disease
- (2021) Young Hoon Cho et al. EUROPEAN RADIOLOGY
- Machine Learning and Prediction of All-Cause Mortality in Chronic Obstructive Pulmonary Disease
- (2020) Matthew Moll et al. CHEST
- Global Initiative for the Diagnosis, Management, and Prevention of Chronic Obstructive Lung Disease. The 2020 GOLD Science Committee Report on COVID-19 and Chronic Obstructive Pulmonary Disease
- (2020) David M. G. Halpin et al. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE
- Disease Staging and Prognosis in Smokers Using Deep Learning in Chest Computed Tomography
- (2018) Germán González et al. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE
- Radiomics analysis at PET/CT contributes to prognosis of recurrence and survival in lung cancer treated with stereotactic body radiotherapy
- (2018) Anastasia Oikonomou et al. Scientific Reports
- Prevalence and factor/s associated with smoking among adults in Malaysia - Findings from the National Health and Morbidity Survey (NHMS) 2015
- (2018) Kuang Lim et al. Tobacco Induced Diseases
- QUANTITATIVE ASSESSMENT OF PULMONARY VASCULAR ALTERATIONS IN CHRONIC OBSTRUCTIVE LUNG DISEASE: ASSOCIATIONS WITH PULMONARY FUNCTION TEST AND SURVIVAL IN THE KOLD COHORT
- (2018) Young Hoon Cho et al. EUROPEAN JOURNAL OF RADIOLOGY
- A novel CT-emphysema index/FEV1 approach of phenotyping COPD to predict mortality
- (2018) Li-Cher Loh et al. International Journal of Chronic Obstructive Pulmonary Disease
- Management of COPD: Is there a role for quantitative imaging?
- (2017) Miranda Kirby et al. EUROPEAN JOURNAL OF RADIOLOGY
- Prediction of malignancy by a radiomic signature from contrast agent-free diffusion MRI in suspicious breast lesions found on screening mammography.
- (2017) Sebastian Bickelhaupt et al. JOURNAL OF MAGNETIC RESONANCE IMAGING
- CT-based radiomics signature: a potential biomarker for preoperative prediction of early recurrence in hepatocellular carcinoma
- (2017) Ying Zhou et al. Abdominal Radiology
- Texture analysis as a radiomic marker for differentiating renal tumors
- (2017) HeiShun Yu et al. Abdominal Radiology
- Deep Learning based Radiomics (DLR) and its usage in noninvasive IDH1 prediction for low grade glioma
- (2017) Zeju Li et al. Scientific Reports
- A Deep Learning-Based Radiomics Model for Prediction of Survival in Glioblastoma Multiforme
- (2017) Jiangwei Lao et al. Scientific Reports
- Sex Differences in Chronic Obstructive Pulmonary Disease Mechanisms
- (2016) Peter J. Barnes AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE
- Fusion of Quantitative Image and Genomic Biomarkers to Improve Prognosis Assessment of Early Stage Lung Cancer Patients
- (2016) Nastaran Emaminejad et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- 2015 ESC/ERS Guidelines for the diagnosis and treatment of pulmonary hypertension
- (2015) Nazzareno Galiè et al. EUROPEAN HEART JOURNAL
- The Asian Network for Obstructive Lung Disease (ANOLD)-COPD from an Asian perspective
- (2015) L.-C. Loh et al. QJM-AN INTERNATIONAL JOURNAL OF MEDICINE
- Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
- (2014) Hugo J. W. L. Aerts et al. Nature Communications
- Mortality by Level of Emphysema and Airway Wall Thickness
- (2013) Ane Johannessen et al. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE
- Relationships Between Airflow Obstruction and Quantitative CT Measurements of Emphysema, Air Trapping, and Airways in Subjects With and Without Chronic Obstructive Pulmonary Disease
- (2013) Joyce D. Schroeder et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Radiomics: Extracting more information from medical images using advanced feature analysis
- (2012) Philippe Lambin et al. EUROPEAN JOURNAL OF CANCER
- Computed tomography–based biomarker provides unique signature for diagnosis of COPD phenotypes and disease progression
- (2012) Craig J Galbán et al. NATURE MEDICINE
- Comparison of Clinico-Physiologic and CT Imaging Risk Factors for COPD Exacerbation
- (2011) Jung-Wan Yoo et al. JOURNAL OF KOREAN MEDICAL SCIENCE
- CT Scan Findings of Emphysema Predict Mortality in COPD
- (2010) Akane Haruna et al. CHEST
- Relationship of emphysema and airway disease assessed by CT to exercise capacity in COPD
- (2010) Alejandro A. Diaz et al. RESPIRATORY MEDICINE
- Whole-lung densitometry versus visual assessment of emphysema
- (2009) Edoardo Cavigli et al. EUROPEAN RADIOLOGY
- Random survival forests
- (2008) Hemant Ishwaran et al. Annals of Applied Statistics
- Sex differences in mortality in patients with COPD
- (2008) J. P. de Torres et al. EUROPEAN RESPIRATORY JOURNAL
- Quantitative Assessment of Emphysema, Air Trapping, and Airway Thickening on Computed Tomography
- (2008) Young Kyung Lee et al. LUNG
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now