Unravelling machine learning: insights in respiratory medicine

SALMON: Survival Analysis Learning With Multi-Omics Neural Networks on Breast Cancer

(2019) Zhi Huang et al.   Frontiers in Genetics

Clinical applications of machine learning algorithms: beyond the black box

(2019) David S Watson et al.   BMJ-British Medical Journal

Predictive Modeling of the Hospital Readmission Risk from Patients’ Claims Data Using Machine Learning: A Case Study on COPD

(2019) Xu Min et al.   Scientific Reports

Evaluation and accurate diagnoses of pediatric diseases using artificial intelligence

(2019) Huiying Liang et al.   NATURE MEDICINE

The present and future of deep learning in radiology

(2019) Luca Saba et al.   EUROPEAN JOURNAL OF RADIOLOGY

Big data and machine learning algorithms for health-care delivery

(2019) Kee Yuan Ngiam et al.   LANCET ONCOLOGY

Prediction of IDH genotype in gliomas with dynamic susceptibility contrast perfusion MR imaging using an explainable recurrent neural network

(2019) Kyu Sung Choi et al.   NEURO-ONCOLOGY

Clinical considerations when applying machine learning to decision-support tasks versus automation

(2019) Trevor Jamieson et al.   BMJ Quality & Safety

Convolutional Neural Network Approach to Lung Cancer Classification Integrating Protein Interaction Network and Gene Expression Profiles

(2019) Teppei Matstubara et al.   Journal of Bioinformatics and Computational Biology

Evaluation of a machine learning algorithm for up to 48-hour advance prediction of sepsis using six vital signs

(2019) Christopher Barton et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Level of accuracy of diagnoses recorded in discharge summaries: A cohort study in three respiratory wards

(2018) Rosy Tsopra et al.   JOURNAL OF EVALUATION IN CLINICAL PRACTICE

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

Imaging Advances in Chronic Obstructive Pulmonary Disease: Insights from COPDGene

(2018) Surya P Bhatt et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks

(2017) Paras Lakhani et al.   RADIOLOGY

A Deep Learning Approach to on-Node Sensor Data Analytics for Mobile or Wearable Devices

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

Towards automatic pulmonary nodule management in lung cancer screening with deep learning

(2017) Francesco Ciompi et al.   Scientific Reports

Mortality prediction in idiopathic pulmonary fibrosis: evaluation of computer-based CT analysis with conventional severity measures

(2016) Joseph Jacob et al.   EUROPEAN RESPIRATORY JOURNAL

Predicting lung cancer prognosis using machine learning

(2016) Talha Khan Burki   LANCET ONCOLOGY

Adult Small Gut Intussusception Caused by Ascaris as a Lead Point

(2015) Shruti Thakur et al.   AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE