4.6 Review

Artificial Intelligence in Lung Cancer Pathology Image Analysis

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Review Pathology

Pathology Image Analysis Using Segmentation Deep Learning Algorithms

Shidan Wang et al.

AMERICAN JOURNAL OF PATHOLOGY (2019)

Review Public, Environmental & Occupational Health

Global Epidemiology of Lung Cancer

Julie A. Barta et al.

ANNALS OF GLOBAL HEALTH (2019)

Article Computer Science, Interdisciplinary Applications

A GPU-based symmetric non-rigid image registration method in human lung

Babak Haghighi et al.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (2018)

Article Biochemical Research Methods

Microvessel prediction in H&E Stained Pathology Images using fully convolutional neural networks

Faliu Yi et al.

BMC BIOINFORMATICS (2018)

Editorial Material Computer Science, Interdisciplinary Applications

Image Reconstruction Is a New Frontier of Machine Learning

Ge Wang et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2018)

Article Multidisciplinary Sciences

Predicting cancer outcomes from histology and genomics using convolutional networks

Pooya Mobadersany et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2018)

Article Biochemistry & Molecular Biology

Classification and mutation prediction from non-small cell lung cancer histopathology images using deep learning

Nicolas Coudray et al.

NATURE MEDICINE (2018)

Article Multidisciplinary Sciences

Automated Gleason grading of prostate cancer tissue microarrays via deep learning

Eirini Arvaniti et al.

SCIENTIFIC REPORTS (2018)

Review Oncology

The epidemiology of lung cancer

Patricia M. de Groot et al.

TRANSLATIONAL LUNG CANCER RESEARCH (2018)

Review Oncology

Artificial intelligence in radiology

Ahmed Hosny et al.

NATURE REVIEWS CANCER (2018)

Article Computer Science, Artificial Intelligence

Fully Convolutional Networks for Semantic Segmentation

Evan Shelhamer et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2017)

Review Oncology

Radiomics: the bridge between medical imaging and personalized medicine

Philippe Lambin et al.

NATURE REVIEWS CLINICAL ONCOLOGY (2017)

Article Radiology, Nuclear Medicine & Medical Imaging

Machine Learning for Medical Imaging1

Bradley J. Erickson et al.

RADIOGRAPHICS (2017)

Article Computer Science, Artificial Intelligence

Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders

Hai Su et al.

DEEP LEARNING AND CONVOLUTIONAL NEURAL NETWORKS FOR MEDICAL IMAGE COMPUTING: PRECISION MEDICINE, HIGH PERFORMANCE AND LARGE-SCALE DATASETS (2017)

Proceedings Paper Computer Science, Artificial Intelligence

MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network

Zizhao Zhang et al.

30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)

Article Computer Science, Hardware & Architecture

ImageNet Classification with Deep Convolutional Neural Networks

Alex Krizhevsky et al.

COMMUNICATIONS OF THE ACM (2017)

Article Cell Biology

Validation of digital pathology imaging for primary histopathological diagnosis

David R. J. Snead et al.

HISTOPATHOLOGY (2016)

Article Computer Science, Interdisciplinary Applications

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

Hoo-Chang Shin et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2016)

Article Radiology, Nuclear Medicine & Medical Imaging

Radiomics: Images Are More than Pictures, They Are Data

Robert J. Gillies et al.

RADIOLOGY (2016)

Article Multidisciplinary Sciences

Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features

Kun-Hsing Yu et al.

NATURE COMMUNICATIONS (2016)

Proceedings Paper Computer Science, Artificial Intelligence

ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation

Francesco Visin et al.

PROCEEDINGS OF 29TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, (CVPRW 2016) (2016)

Article Computer Science, Interdisciplinary Applications

Novel structural descriptors for automated colon cancer detection and grading

Saima Rathore et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2015)

Article Computer Science, Artificial Intelligence

Mitosis Detection for Invasive Breast Cancer Grading in Histopathological Images

Angshuman Paul et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2015)

Review Multidisciplinary Sciences

Deep learning

Yann LeCun et al.

NATURE (2015)

Article Medicine, General & Internal

Pembrolizumab for the Treatment of Non-Small-Cell Lung Cancer

Edward B. Garon et al.

NEW ENGLAND JOURNAL OF MEDICINE (2015)

Review Multidisciplinary Sciences

Neoantigens in cancer immunotherapy

Ton N. Schumacher et al.

SCIENCE (2015)

Article

Review The Cancer Genome Atlas (TCGA): an immeasurable source of knowledge

Katarzyna Tomczak et al.

Wspolczesna Onkologia-Contemporary Oncology (2015)

Article Oncology

Adaptive Prediction Model in Prospective Molecular Signature-Based Clinical Studies

Guanghua Xiao et al.

CLINICAL CANCER RESEARCH (2014)

Article Computer Science, Interdisciplinary Applications

Prostate Cancer Grading: Use of Graph Cut and Spatial Arrangement of Nuclei

Kien Nguyen et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2014)

Article Urology & Nephrology

Fractal geometry in the objective grading of prostate carcinoma

P. Waliszewski et al.

UROLOGE (2014)

Article Engineering, Biomedical

Computational grading of hepatocellular carcinoma using multifractal feature description

Chamidu Atupelage et al.

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS (2013)

Article Engineering, Electrical & Electronic

High-Performance SIFT Hardware Accelerator for Real-Time Image Feature Extraction

Feng-Cheng Huang et al.

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (2012)

Proceedings Paper Optics

Detection of Cancer Metastasis Using a Novel Macroscopic Hyperspectral Method

Hamed Akbari et al.

MEDICAL IMAGING 2012: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING (2012)

Article Radiology, Nuclear Medicine & Medical Imaging

Dynamic contrast-enhanced imaging techniques: CT and MRI

J. P. B. O'Connor et al.

BRITISH JOURNAL OF RADIOLOGY (2011)

Article Respiratory System

Lung Cancer: Epidemiology, Etiology, and Prevention

Charles S. Dela Cruz et al.

CLINICS IN CHEST MEDICINE (2011)

Article Cell Biology

Systematic Analysis of Breast Cancer Morphology Uncovers Stromal Features Associated with Survival

Andrew H. Beck et al.

SCIENCE TRANSLATIONAL MEDICINE (2011)

Article Computer Science, Artificial Intelligence

A Survey on Transfer Learning

Sinno Jialin Pan et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2010)

Article Computer Science, Artificial Intelligence

Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation

Weiling Cai et al.

PATTERN RECOGNITION (2007)