Artificial intelligence identifies inflammation and confirms fibroblast foci as prognostic tissue biomarkers in idiopathic pulmonary fibrosis

Deep neural network analysis - a paradigm shift for histological examination of health and welfare of farmed fish

(2020) Lene Sveen et al.   AQUACULTURE

Inflammation and Immunity in IPF Pathogenesis and Treatment

(2019) P. Heukels et al.   RESPIRATORY MEDICINE

Increased monocyte count as a cellular biomarker for poor outcomes in fibrotic diseases: a retrospective, multicentre cohort study

(2019) Madeleine K D Scott et al.   Lancet Respiratory Medicine

Visual and Automated CT Measurements of Lung Volume Loss in Idiopathic Pulmonary Fibrosis

(2019) Hasti Robbie et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Robust and accurate quantification of biomarkers of immune cells in lung cancer micro-environment using deep convolutional neural networks

(2019) Lilija Aprupe et al.   PeerJ

Inorganic particulate matter in the lung tissue of idiopathic pulmonary fibrosis patients reflects population density and fine particle levels

(2019) Kati Mäkelä et al.   Annals of Diagnostic Pathology

Use of a molecular classifier to identify usual interstitial pneumonia in conventional transbronchial lung biopsy samples: a prospective validation study

(2019) Ganesh Raghu et al.   Lancet Respiratory Medicine

Predicting Outcomes in Idiopathic Pulmonary Fibrosis Using Automated CT Analysis

(2018) Joseph Jacob et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

A fully automated image analysis method to quantify lung fibrosis in the bleomycin-induced rat model

(2018) Shanon Seger et al.   PLoS One

Spatial Organization and Molecular Correlation of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images

(2018) Joel Saltz et al.   Cell Reports

Diagnosis of Idiopathic Pulmonary Fibrosis. An Official ATS/ERS/JRS/ALAT Clinical Practice Guideline

(2018) Ganesh Raghu et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Implementation of deep neural networks to count dopamine neurons in substantia nigra

(2018) Anna-Maija Penttinen et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Histopathologic and Molecular Analysis of Idiopathic Pulmonary Fibrosis Lungs from Patients Treated with Pirfenidone or Nintedanib

(2018) Yingwei Zhang et al.   HISTOPATHOLOGY

Deep neural network based histological scoring of lung fibrosis and inflammation in the mouse model system

(2018) Fabian Heinemann et al.   PLoS One

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

Deep learning for detecting tumour-infiltrating lymphocytes in testicular germ cell tumours

(2018) Nina Linder et al.   JOURNAL OF CLINICAL PATHOLOGY

Quantification of Pulmonary Fibrosis in a Bleomycin Mouse Model Using Automated Histological Image Analysis

(2017) Jean-Claude Gilhodes et al.   PLoS One

Radiologic–pathologic discordance in biopsy-proven usual interstitial pneumonia

(2016) Kunihiro Yagihashi et al.   EUROPEAN RESPIRATORY JOURNAL

Immune Inflammation and Disease Progression in Idiopathic Pulmonary Fibrosis

(2016) Elisabetta Balestro et al.   PLoS One

Usual interstitial pneumonia end-stage features from explants with radiologic and pathological correlations

(2015) Maud Rabeyrin et al.   Annals of Diagnostic Pathology

Minute lesions of alveolar damage in lungs of patients with stable idiopathic pulmonary fibrosis

(2015) Iwao Emura et al.   HISTOPATHOLOGY

Classification of usual interstitial pneumonia in patients with interstitial lung disease: assessment of a machine learning approach using high-dimensional transcriptional data

(2015) Su Yeon Kim et al.   Lancet Respiratory Medicine

Automated quantification of radiological patterns predicts survival in idiopathic pulmonary fibrosis

(2013) F. Maldonado et al.   EUROPEAN RESPIRATORY JOURNAL

Pathological differentiation of chronic hypersensitivity pneumonitis from idiopathic pulmonary fibrosis/usual interstitial pneumonia

(2012) Tamiko Takemura et al.   HISTOPATHOLOGY

Prognostic significance of fibroblastic foci in usual interstitial pneumonia and non-specific interstitial pneumonia

(2012) TAISHI HARADA et al.   RESPIROLOGY

Quantitative Image Analysis of Cellular Heterogeneity in Breast Tumors Complements Genomic Profiling

(2012) Y. Yuan et al.   Science Translational Medicine

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

Medical Research Council dyspnea scale does not relate to fibroblast foci profusion in IPF

(2011) Christina Triantafillidou et al.   Diagnostic Pathology

The distribution of immunomodulatory cells in the lungs of patients with idiopathic pulmonary fibrosis

(2011) Gerard J Nuovo et al.   MODERN PATHOLOGY

Proliferative activity in fibrosing lung diseases: a comparative study of Ki-67 immunoreactivity in diffuse alveolar damage, bronchiolitis obliterans–organizing pneumonia, and usual interstitial pneumonia

(2009) Ola El-Zammar et al.   HUMAN PATHOLOGY

Profusion of fibroblast foci in patients with idiopathic pulmonary fibrosis does not predict outcome

(2008) Viktor Hanak et al.   RESPIRATORY MEDICINE