A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images

BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks

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How far have we come? Artificial intelligence for chest radiograph interpretation

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Lung Nodule Detection in CT Images Using a Raw Patch-Based Convolutional Neural Network

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Causability and explainabilty of artificial intelligence in medicine

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A transfer learning method with deep residual network for pediatric pneumonia diagnosis

(2019) Gaobo Liang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A neuro-heuristic approach for recognition of lung diseases from X-ray images

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Efficient Deep Network Architectures for Fast Chest X-Ray Tuberculosis Screening and Visualization

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Deep learning based computer-aided diagnosis systems for diabetic retinopathy: A survey

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An automatic method for lung segmentation and reconstruction in chest X-ray using deep neural networks

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Deep neural network ensemble for pneumonia localization from a large-scale chest x-ray database

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Automated Lung Nodule Detection and Classification Using Deep Learning Combined with Multiple Strategies

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Multi-Scale Heterogeneous 3D CNN for False-Positive Reduction in Pulmonary Nodule Detection, Based on Chest CT Images

(2019) Zhitao Xiao et al.   Applied Sciences-Basel

Multi-resolution convolutional networks for chest X-ray radiograph based lung nodule detection

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Identifying pneumonia in chest X-rays: A deep learning approach

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Semi-supervised adversarial model for benign–malignant lung nodule classification on chest CT

(2019) Yutong Xie et al.   MEDICAL IMAGE ANALYSIS

Multiple Feature Integration for Classification of Thoracic Disease in Chest Radiography

(2019) Thi Kieu Ho et al.   Applied Sciences-Basel

Deep learning, reusable and problem-based architectures for detection of consolidation on chest X-ray images

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Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

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Machine learning “red dot”: open-source, cloud, deep convolutional neural networks in chest radiograph binary normality classification

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Small lung nodules detection based on local variance analysis and probabilistic neural network

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Survey on deep learning for radiotherapy

(2018) Philippe Meyer et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Exploiting Convolutional Neural Networks With Deeply Local Description for Remote Sensing Image Classification

(2018) Na Liu et al.   IEEE Access

Development and Validation of Deep Learning–based Automatic Detection Algorithm for Malignant Pulmonary Nodules on Chest Radiographs

(2018) Ju Gang Nam et al.   RADIOLOGY

Automatic lung nodule detection using a 3D deep convolutional neural network combined with a multi-scale prediction strategy in chest CTs

(2018) Yu Gu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Effective feature learning and fusion of multimodality data using stage-wise deep neural network for dementia diagnosis

(2018) Tao Zhou et al.   HUMAN BRAIN MAPPING

Lung nodule malignancy classification in chest computed tomography images using transfer learning and convolutional neural networks

(2018) Raul Victor M. da Nóbrega et al.   NEURAL COMPUTING & APPLICATIONS

Computer-assisted frameworks for classification of liver, breast and blood neoplasias via neural networks: A survey based on medical images

(2018) Antonio Brunetti et al.   NEUROCOMPUTING

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists

(2018) Pranav Rajpurkar et al.   PLOS MEDICINE

Automated detection of moderate and large pneumothorax on frontal chest X-rays using deep convolutional neural networks: A retrospective study

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Classification of lung nodules in CT scans using three-dimensional deep convolutional neural networks with a checkpoint ensemble method

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3-D Convolutional Neural Networks for Automatic Detection of Pulmonary Nodules in Chest CT

(2018) Aria Pezeshk et al.   IEEE Journal of Biomedical and Health Informatics

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

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

(2017) Paras Lakhani et al.   RADIOLOGY

Advances in the causes and management of community acquired pneumonia in adults

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Advances in the causes and management of community acquired pneumonia in adults

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Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis

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Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

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A Literature Review and Survey of Childhood Pneumonia Etiology Studies: 2000–2010

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Pneumonia research to reduce childhood mortality in the developing world

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