Deep learning and medical image processing for coronavirus (COVID-19) pandemic: A survey

Radiology Perspective of Coronavirus Disease 2019 (COVID-19): Lessons From Severe Acute Respiratory Syndrome and Middle East Respiratory Syndrome

(2020) Melina Hosseiny et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

The novel Chinese coronavirus (2019‐nCoV) infections: Challenges for fighting the storm

(2020) Matteo Bassetti et al.   EUROPEAN JOURNAL OF CLINICAL INVESTIGATION

Characteristics of and Important Lessons From the Coronavirus Disease 2019 (COVID-19) Outbreak in China

(2020) Zunyou Wu et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

The epidemiology and pathogenesis of coronavirus disease (COVID-19) outbreak

(2020) Hussin A. Rothan et al.   JOURNAL OF AUTOIMMUNITY

Genomic characterisation and epidemiology of 2019 novel coronavirus: implications for virus origins and receptor binding

(2020) Roujian Lu et al.   LANCET

Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study

(2020) Nanshan Chen et al.   LANCET

Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China

(2020) Chaolin Huang et al.   LANCET

Nowcasting and forecasting the potential domestic and international spread of the 2019-nCoV outbreak originating in Wuhan, China: a modelling study

(2020) Joseph T Wu et al.   LANCET

Deep learning in medical image registration: a survey

(2020) Grant Haskins et al.   MACHINE VISION AND APPLICATIONS

Chest CT Findings in Coronavirus Disease-19 (COVID-19): Relationship to Duration of Infection

(2020) Adam Bernheim et al.   RADIOLOGY

Evolution of the novel coronavirus from the ongoing Wuhan outbreak and modeling of its spike protein for risk of human transmission

(2020) Xintian Xu et al.   Science China-Life Sciences

The COVID‐19 epidemic

(2020) Thirumalaisamy P. Velavan et al.   TROPICAL MEDICINE & INTERNATIONAL HEALTH

Early Detection of Diabetic Retinopathy Using PCA-Firefly Based Deep Learning Model

(2020) Thippa Reddy Gadekallu et al.   Electronics

MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification

(2020) Thien Huynh-The et al.   IEEE COMMUNICATIONS LETTERS

Review of the 2019 novel coronavirus (SARS-CoV-2) based on current evidence

(2020) Lisheng Wang et al.   INTERNATIONAL JOURNAL OF ANTIMICROBIAL AGENTS

The SARS-CoV-2 outbreak: What we know

(2020) Di Wu et al.   INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES

Managing COVID-19 in Low- and Middle-Income Countries

(2020) Joost Hopman et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

COVID-19 and Italy: what next?

(2020) Andrea Remuzzi et al.   LANCET

The proximal origin of SARS-CoV-2

(2020) Kristian G. Andersen et al.   NATURE MEDICINE

A review on classification of imbalanced data for wireless sensor networks

(2020) Harshita Patel et al.   International Journal of Distributed Sensor Networks

Automated detection of COVID-19 cases using deep neural networks with X-ray images

(2020) Tulin Ozturk et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Applications of Google Search Trends for risk communication in infectious disease management: A case study of the COVID-19 outbreak in Taiwan

(2020) Atina Husnayain et al.   INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES

Texture based localization of a brain tumor from MR-images by using a machine learning approach

(2020) Zaka Ur Rehman et al.   MEDICAL HYPOTHESES

Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation

(2020) Nima Tajbakhsh et al.   MEDICAL IMAGE ANALYSIS

COVID-19 infection: Origin, transmission, and characteristics of human coronaviruses

(2020) Muhammad Adnan Shereen et al.   Journal of Advanced Research

COVID-19 Patient Health Prediction Using Boosted Random Forest Algorithm

(2020) Celestine Iwendi et al.   Frontiers in Public Health

Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network

(2019) Md Zahangir Alom et al.   JOURNAL OF DIGITAL IMAGING

Guiding new physics searches with unsupervised learning

(2019) Andrea De Simone et al.   EUROPEAN PHYSICAL JOURNAL C

Robust contour propagation using deep learning and image registration for online adaptive proton therapy of prostate cancer

(2019) Mohamed S. Elmahdy et al.   MEDICAL PHYSICS

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures

(2019) Yong Yu et al.   NEURAL COMPUTATION

Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach

(2019) Jinming Duan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

(2019) Zaiwang Gu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Arterial Spin Labeling Images Synthesis From sMRI Using Unbalanced Deep Discriminant Learning

(2019) Wei Huang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Evaluate the Malignancy of Pulmonary Nodules Using the 3-D Deep Leaky Noisy-OR Network

(2019) Fangzhou Liao et al.   IEEE Transactions on Neural Networks and Learning Systems

Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT

(2019) Philipp Seebock et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Boundary-Weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation

(2019) Qikui Zhu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Respiratory motion correction for free-breathing 3D abdominal MRI using CNN-based image registration: a feasibility study

(2018) Jun Lv et al.   BRITISH JOURNAL OF RADIOLOGY

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

(2018) Daniel S. Kermany et al.   CELL

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

(2018) Ozan Oktay et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep learning for pixel-level image fusion: Recent advances and future prospects

(2018) Yu Liu et al.   Information Fusion

A survey on deep learning for big data

(2018) Qingchen Zhang et al.   Information Fusion

Recurrent Neural Networks for Multivariate Time Series with Missing Values

(2018) Zhengping Che et al.   Scientific Reports

Deep Learning Applications in Medical Image Analysis

(2018) Justin Ker et al.   IEEE Access

Deep Learning and Its Applications in Biomedicine

(2018) Chensi Cao et al.   GENOMICS PROTEOMICS & BIOINFORMATICS

Predicting Infectious Disease Using Deep Learning and Big Data

(2018) Sangwon Chae et al.   International Journal of Environmental Research and Public Health

Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs

(2018) Sivaramakrishnan Rajaraman et al.   Applied Sciences-Basel

Medical Image Analysis using Convolutional Neural Networks: A Review

(2018) Syed Muhammad Anwar et al.   JOURNAL OF MEDICAL SYSTEMS

Deep learning in medical imaging and radiation therapy

(2018) Berkman Sahiner et al.   MEDICAL PHYSICS

An overview of deep learning in medical imaging focusing on MRI

(2018) Alexander Selvikvåg Lundervold et al.   Zeitschrift fur Medizinische Physik

Ensemble learning for data stream analysis: A survey

(2017) Bartosz Krawczyk et al.   Information Fusion

A fused deep learning architecture for viewpoint classification of echocardiography

(2017) Xiaohong Gao et al.   Information Fusion

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique

(2016) Hayit Greenspan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing

(2016) Florin C. Ghesu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deformable MR Prostate Segmentation via Deep Feature Learning and Sparse Patch Matching

(2016) Yanrong Guo et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images

(2016) Shadi Albarqouni et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images

(2016) Jun Xu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A general framework for image fusion based on multi-scale transform and sparse representation

(2015) Yu Liu et al.   Information Fusion

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

A Probabilistic Patch-Based Label Fusion Model for Multi-Atlas Segmentation With Registration Refinement: Application to Cardiac MR Images

(2013) Wenjia Bai et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data

(2013) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE