Machine learning for lung CT texture analysis: Improvement of inter-observer agreement for radiological finding classification in patients with pulmonary diseases

A deep convolutional neural network architecture for interstitial lung disease pattern classification

(2020) Sheng Huang et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Differentiation of Benign from Malignant Pulmonary Nodules by Using a Convolutional Neural Network to Determine Volume Change at Chest CT

(2020) Yoshiharu Ohno et al.   RADIOLOGY

Proceedings of the American College of Rheumatology/Association of Physicians of Great Britain and Ireland Connective Tissue Disease–Associated Interstitial Lung Disease Summit: A Multidisciplinary Approach to Address Challenges and Opportunities

(2019) Aryeh Fischer et al.   QJM-AN INTERNATIONAL JOURNAL OF MEDICINE

Automated CT quantification methods for the assessment of interstitial lung disease in collagen vascular diseases: A systematic review

(2019) Florien S. van Royen et al.   EUROPEAN JOURNAL OF RADIOLOGY

Visual vs. computer-based computed tomography analysis for the identification of functional patterns in interstitial lung diseases

(2019) Alexander J. Procter et al.   CURRENT OPINION IN PULMONARY MEDICINE

Computer-aided Quantification of Pulmonary Fibrosis in Patients with Lung Cancer: Relationship to Disease-free Survival

(2019) Tae Iwasawa et al.   RADIOLOGY

Comparison of computer-aided detection (CADe) capability for pulmonary nodules among standard-, reduced- and ultra-low-dose CTs with and without hybrid type iterative reconstruction technique

(2018) Yoshiharu Ohno et al.   EUROPEAN JOURNAL OF RADIOLOGY

Clinically applicable deep learning for diagnosis and referral in retinal disease

(2018) Jeffrey De Fauw et al.   NATURE MEDICINE

Deep learning for classifying fibrotic lung disease on high-resolution computed tomography: a case-cohort study

(2018) Simon L F Walsh et al.   Lancet Respiratory Medicine

Computed Tomography Imaging for Novel Therapies of Chronic Obstructive Pulmonary Disease

(2018) Hans-Ulrich Kauczor et al.   JOURNAL OF THORACIC IMAGING

Interstitial Lung Disease and Other Pulmonary Manifestations in Connective Tissue Diseases

(2018) Isabel Mira-Avendano et al.   MAYO CLINIC PROCEEDINGS

Prediction of survival by texture-based automated quantitative assessment of regional disease patterns on CT in idiopathic pulmonary fibrosis

(2017) Sang Min Lee et al.   EUROPEAN RADIOLOGY

Novel Assessment of Interstitial Lung Disease Using the “Computer-Aided Lung Informatics for Pathology Evaluation and Rating” (CALIPER) Software System in Idiopathic Inflammatory Myopathies

(2017) Patompong Ungprasert et al.   LUNG

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Idiopathic Pulmonary Fibrosis: Data-driven Textural Analysis of Extent of Fibrosis at Baseline and 15-Month Follow-up

(2017) Stephen M. Humphries et al.   RADIOLOGY

Evaluation of visual and computer-based CT analysis for the identification of functional patterns of obstruction and restriction in hypersensitivity pneumonitis

(2017) Joseph Jacob et al.   RESPIROLOGY

Comparative evaluation of newly developed model-based and commercially available hybrid-type iterative reconstruction methods and filter back projection method in terms of accuracy of computer-aided volumetry (CADv) for low-dose CT protocols in phantom study

(2016) Yoshiharu Ohno et al.   EUROPEAN JOURNAL OF RADIOLOGY

Present and future utility of computed tomography scanning in the assessment and management of COPD

(2016) Kristoffer Ostridge et al.   EUROPEAN RESPIRATORY JOURNAL

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Multicentre evaluation of multidisciplinary team meeting agreement on diagnosis in diffuse parenchymal lung disease: a case-cohort study

(2016) Simon L F Walsh et al.   Lancet Respiratory Medicine

An official European Respiratory Society/American Thoracic Society research statement: interstitial pneumonia with autoimmune features

(2015) Aryeh Fischer et al.   EUROPEAN RESPIRATORY JOURNAL

Interobserver agreement for the ATS/ERS/JRS/ALAT criteria for a UIP pattern on CT

(2015) Simon L F Walsh et al.   THORAX

CT staging and monitoring of fibrotic interstitial lung diseases in clinical practice and treatment trials: a Position Paper from the Fleischner society

(2015) David M Hansell et al.   Lancet Respiratory Medicine

Low-Normal Lung Volume Correlates With Pulmonary Hypertension in Fibrotic Idiopathic Interstitial Pneumonia: Computer-Aided 3D Quantitative Analysis of Chest CT

(2014) Tae Iwasawa et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Current approach to connective tissue disease-associated interstitial lung disease

(2014) Joshua J. Solomon et al.   CURRENT OPINION IN PULMONARY MEDICINE

Diagnosis and Treatment of Connective Tissue Disease-Associated Interstitial Lung Disease

(2013) Rekha Vij et al.   CHEST

Computer-aided detection of lung nodules on multidetector CT in concurrent-reader and second-reader modes: A comparative study

(2013) Sumiaki Matsumoto et al.   EUROPEAN JOURNAL OF RADIOLOGY

CT analysis of the effect of pirfenidone in patients with idiopathic pulmonary fibrosis

(2012) Tae Iwasawa et al.   EUROPEAN JOURNAL OF RADIOLOGY

A Radial Structure Tensor and Its Use for Shape-Encoding Medical Visualization of Tubular and Nodular Structures

(2012) Rafael Wiemker et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Interstitial lung disease in connective tissue disorders

(2012) Aryeh Fischer et al.   LANCET

Interobserver Variability in the CT Assessment of Honeycombing in the Lungs

(2012) Takeyuki Watadani et al.   RADIOLOGY

An Official ATS/ERS/JRS/ALAT Statement: Idiopathic Pulmonary Fibrosis: Evidence-based Guidelines for Diagnosis and Management

(2011) Ganesh Raghu et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Computer-assisted detection of infectious lung diseases: A review

(2011) Ulaş Bağcı et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Potential contribution of multiplanar reconstruction (MPR) to computer-aided detection of lung nodules on MDCT

(2011) Sumiaki Matsumoto et al.   EUROPEAN JOURNAL OF RADIOLOGY

Assessment of Prognosis of Patients With Idiopathic Pulmonary Fibrosis by Computer-aided Analysis of CT Images

(2009) Tae Iwasawa et al.   JOURNAL OF THORACIC IMAGING

Computer-aided detection of lung nodules on multidetector row computed tomography using three-dimensional analysis of nodule candidates and their surroundings

(2008) Sumiaki Matsumoto et al.  

Fleischner Society: Glossary of Terms for Thoracic Imaging

(2008) David M. Hansell et al.   RADIOLOGY