A multi-phase deep CNN based mitosis detection framework for breast cancer histopathological images
出版年份 2021 全文链接
标题
A multi-phase deep CNN based mitosis detection framework for breast cancer histopathological images
作者
关键词
-
出版物
Scientific Reports
Volume 11, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-03-19
DOI
10.1038/s41598-021-85652-1
参考文献
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。- Computer-Aided Histopathological Image Analysis Techniques for Automated Nuclear Atypia Scoring of Breast Cancer: a Review
- (2020) Asha Das et al. JOURNAL OF DIGITAL IMAGING
- Deep Learning Models for Histopathological Classification of Gastric and Colonic Epithelial Tumours
- (2020) Osamu Iizuka et al. Scientific Reports
- A survey of the recent architectures of deep convolutional neural networks
- (2020) Asifullah Khan et al. ARTIFICIAL INTELLIGENCE REVIEW
- MaskMitosis: a deep learning framework for fully supervised, weakly supervised, and unsupervised mitosis detection in histopathology images
- (2020) Meriem Sebai et al. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
- Resolving challenges in deep learning-based analyses of histopathological images using explanation methods
- (2020) Miriam Hägele et al. Scientific Reports
- Artificial Intelligence-Based Mitosis Detection in Breast Cancer Histopathology Images Using Faster R-CNN and Deep CNNs
- (2020) Tahir Mahmood et al. Journal of Clinical Medicine
- Transfer learning based deep CNN for segmentation and detection of mitoses in breast cancer histopathological images
- (2019) Noorul Wahab et al. Microscopy
- Weakly supervised mitosis detection in breast histopathology images using concentric loss
- (2019) Chao Li et al. MEDICAL IMAGE ANALYSIS
- Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge
- (2019) Mitko Veta et al. MEDICAL IMAGE ANALYSIS
- Multi-Path Dilated Residual Network for Nuclei Segmentation and Detection
- (2019) Eric Ke Wang et al. Cells
- GRUU-Net: Integrated convolutional and gated recurrent neural network for cell segmentation
- (2019) T. Wollmann et al. MEDICAL IMAGE ANALYSIS
- Learning to detect lymphocytes in immunohistochemistry with deep learning
- (2019) Zaneta Swiderska-Chadaj et al. MEDICAL IMAGE ANALYSIS
- DeepMitosis: Mitosis detection via deep detection, verification and segmentation networks
- (2018) Chao Li et al. MEDICAL IMAGE ANALYSIS
- Deep learning based tissue analysis predicts outcome in colorectal cancer
- (2018) Dmitrii Bychkov et al. Scientific Reports
- Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
- (2018) Freddie Bray et al. CA-A CANCER JOURNAL FOR CLINICIANS
- Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
- (2017) Shaoqing Ren et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Deprotonation or protonation: The coordination properties, crystal structures and spectra of cobalt (II) complex with 1-(2-pyridylazo)-2-acenaphthequinol ligand
- (2017) Jian-Liang Zhou et al. JOURNAL OF MOLECULAR STRUCTURE
- Dermatologist-level classification of skin cancer with deep neural networks
- (2017) Andre Esteva et al. NATURE
- Classification of breast cancer histology images using Convolutional Neural Networks
- (2017) Teresa Araújo et al. PLoS One
- Mitosis Counting in Breast Cancer: Object-Level Interobserver Agreement and Comparison to an Automatic Method
- (2016) Mitko Veta et al. PLoS One
- ImageNet Large Scale Visual Recognition Challenge
- (2015) Olga Russakovsky et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Diagnostic Concordance Among Pathologists Interpreting Breast Biopsy Specimens
- (2015) Joann G. Elmore et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Transfer Learning for Visual Categorization: A Survey
- (2015) Ling Shao et al. IEEE Transactions on Neural Networks and Learning Systems
- Enrichment of cell populations in metaphase, anaphase, and telophase by synchronization using nocodazole and blebbistatin: A novel method suitable for examining dynamic changes in proteins during mitotic progression
- (2012) Yuki Matsui et al. EUROPEAN JOURNAL OF CELL BIOLOGY
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now