Interstitial lung disease diagnosis and prognosis using an AI system integrating longitudinal data

[1]  Wenjun Tan,et al.  Deep Learning With Radiomics for Disease Diagnosis and Treatment: Challenges and Potential , 2022, Frontiers in Oncology.

[2]  Sang Min Lee,et al.  Content-based Image Retrieval by Using Deep Learning for Interstitial Lung Disease Diagnosis with Chest CT. , 2021, Radiology.

[3]  Benjamin S. Glicksberg,et al.  Artificial Intelligence for Interstitial Lung Disease Analysis on Chest Computed Tomography: A Systematic Review. , 2021, Academic radiology.

[4]  Emanuela Tudorache,et al.  Deep learning in interstitial lung disease—how long until daily practice , 2020, European Radiology.

[5]  C. Ryerson,et al.  Progression of fibrosing interstitial lung disease , 2020, Respiratory Research.

[6]  Raúl San José Estépar,et al.  Classification of Interstitial Lung Abnormality Patterns with an Ensemble of Deep Convolutional Neural Networks , 2020, Scientific Reports.

[7]  Anand Devaraj,et al.  Role of imaging in progressive-fibrosing interstitial lung diseases , 2018, European Respiratory Review.

[8]  David J. Lederer,et al.  Barriers to timely diagnosis of interstitial lung disease in the real world: the INTENSITY survey , 2018, BMC Pulmonary Medicine.

[9]  Tianqi Chen,et al.  XGBoost: A Scalable Tree Boosting System , 2016, KDD.

[10]  Xavier Robin,et al.  pROC: an open-source package for R and S+ to analyze and compare ROC curves , 2011, BMC Bioinformatics.

[11]  Rodney X. Sturdivant,et al.  Applied Logistic Regression: Hosmer/Applied Logistic Regression , 2005 .

[12]  Marti A. Hearst Trends & Controversies: Support Vector Machines , 1998, IEEE Intell. Syst..

[13]  S. Hochreiter,et al.  Long Short-Term Memory , 1997, Neural Computation.

[14]  P. Grenier,et al.  Chronic diffuse interstitial lung disease: diagnostic value of chest radiography and high-resolution CT. , 1991, Radiology.

[15]  E. S. Pearson,et al.  THE USE OF CONFIDENCE OR FIDUCIAL LIMITS ILLUSTRATED IN THE CASE OF THE BINOMIAL , 1934 .