4.7 Article

Joint categorical and ordinal learning for cancer grading in pathology images

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。
Article Computer Science, Interdisciplinary Applications

Multi-Task Deep Model With Margin Ranking Loss for Lung Nodule Analysis

Lihao Liu et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Article Computer Science, Interdisciplinary Applications

Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images

Muhammad Shaban et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Article Computer Science, Artificial Intelligence

Rank consistent ordinal regression for neural networks with application to age estimation

Wenzhi Cao et al.

PATTERN RECOGNITION LETTERS (2020)

Article Oncology

Digital pathology and artificial intelligence

Muhammad Khalid Khan Niazi et al.

LANCET ONCOLOGY (2019)

Article Computer Science, Interdisciplinary Applications

Joint Prostate Cancer Detection and Gleason Score Prediction in mp-MRI via FocalNet

Ruiming Cao et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2019)

Article Computer Science, Artificial Intelligence

Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images

Simon Graham et al.

MEDICAL IMAGE ANALYSIS (2019)

Review Medicine, General & Internal

Translational AI and Deep Learning in Diagnostic Pathology

Ahmed Serag et al.

FRONTIERS IN MEDICINE (2019)

Article Medicine, General & Internal

Trends in the US and Canadian Pathologist Workforces From 2007 to 2017

David M. Metter et al.

JAMA NETWORK OPEN (2019)

Review Multidisciplinary Sciences

An overview of multi-task learning

Yu Zhang et al.

NATIONAL SCIENCE REVIEW (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 Biology

Boosting support vector machines for cancer discrimination tasks

Turki Turki et al.

COMPUTERS IN BIOLOGY AND MEDICINE (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 Computer Science, Artificial Intelligence

Automatic grading of prostate cancer in digitized histopathology images: Learning from multiple experts

Guy Nir et al.

MEDICAL IMAGE ANALYSIS (2018)

Article Multidisciplinary Sciences

Automated Gleason grading of prostate cancer tissue microarrays via deep learning

Eirini Arvaniti et al.

SCIENTIFIC REPORTS (2018)

Article Computer Science, Artificial Intelligence

A survey on deep learning in medical image analysis

Geert Litjens et al.

MEDICAL IMAGE ANALYSIS (2017)

Article Multidisciplinary Sciences

Classification of breast cancer histology images using Convolutional Neural Networks

Teresa Araujo et al.

PLOS ONE (2017)

Article Computer Science, Interdisciplinary Applications

Multiview boosting digital pathology analysis of prostate cancer

Jin Tae Kwak et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2017)

Article Computer Science, Artificial Intelligence

Evolutionary undersampling boosting for imbalanced classification of breast cancer malignancy

Bartosz Krawczyk et al.

APPLIED SOFT COMPUTING (2016)

Article Computer Science, Interdisciplinary Applications

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

Shadi Albarqouni et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2016)

Editorial Material Computer Science, Artificial Intelligence

Image analysis and machine learning in digital pathology: Challenges and opportunities

Anant Madabhushi et al.

MEDICAL IMAGE ANALYSIS (2016)

Article Multidisciplinary Sciences

Multi-class texture analysis in colorectal cancer histology

Jakob Nikolas Kather et al.

SCIENTIFIC REPORTS (2016)

Correction Medicine, General & Internal

Diagnostic Concordance Among Pathologists Interpreting Breast Biopsy Specimens (vol 313, pg 1122, 2015)

Joann G. Elmore et al.

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2015)

Article Medicine, General & Internal

Diagnostic Concordance Among Pathologists interpreting Breast Biopsy Specimens

Joann G. Elmore et al.

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2015)

Article Cell Biology

Standardization of Gleason grading among 337 European pathologists

Lars Egevad et al.

HISTOPATHOLOGY (2013)

Article Computer Science, Interdisciplinary Applications

Prostate Histopathology: Learning Tissue Component Histograms for Cancer Detection and Classification

Lena Gorelick et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2013)

Article Computer Science, Interdisciplinary Applications

Multifeature prostate cancer diagnosis and Gleason grading of histological images

Ali Tabesh et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2007)

Article Computer Science, Interdisciplinary Applications

Simultaneous truth and performance level estimation (STAPLE): An algorithm for the validation of image segmentation

SK Warfield et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2004)