Cargando…

A multi-phase deep CNN based mitosis detection framework for breast cancer histopathological images

The mitotic activity index is a key prognostic measure in tumour grading. Microscopy based detection of mitotic nuclei is a significant overhead and necessitates automation. This work proposes deep CNN based multi-phase mitosis detection framework “MP-MitDet” for mitotic nuclei identification in bre...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sohail, Anabia, Khan, Asifullah, Wahab, Noorul, Zameer, Aneela, Khan, Saranjam
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7973714/ https://www.ncbi.nlm.nih.gov/pubmed/33737632 http://dx.doi.org/10.1038/s41598-021-85652-1

Ejemplares similares

COVID-19 Detection in Chest X-ray Images Using a New Channel Boosted CNN
por: Khan, Saddam Hussain, et al.
Publicado: (2022)

Lymphocyte detection for cancer analysis using a novel fusion block based channel boosted CNN
por: Rauf, Zunaira, et al.
Publicado: (2023)

Coronavirus disease analysis using chest X-ray images and a novel deep convolutional neural network
por: Khan, Saddam Hussain, et al.
Publicado: (2021)

Artificial Intelligence-Based Mitosis Detection in Breast Cancer Histopathology Images Using Faster R-CNN and Deep CNNs
por: Mahmood, Tahir, et al.
Publicado: (2020)

COVID-19 detection in chest X-ray images using deep boosted hybrid learning
por: Khan, Saddam Hussain, et al.
Publicado: (2021)

Detection and Classification of Histopathological Breast Images Using a Fusion of CNN Frameworks
por: Rafiq, Ahsan, et al.
Publicado: (2023)

A Multi-Classifier System for Automatic Mitosis Detection in Breast Histopathology Images Using Deep Belief Networks
Publicado: (2017)

Multi- class classification of breast cancer abnormalities using Deep Convolutional Neural Network (CNN)
por: Heenaye-Mamode Khan, Maleika, et al.
Publicado: (2021)

Neuro-Evolutionary Framework for Design Optimization of Two-Phase Transducer with Genetic Algorithms
por: Zameer, Aneela, et al.
Publicado: (2023)

IoT malware detection architecture using a novel channel boosted and squeezed CNN
por: Asam, Muhammad, et al.
Publicado: (2022)

Automated mitosis detection in histopathology using morphological and multi-channel statistics features
por: Irshad, Humayun
Publicado: (2013)

A Deep CNN-LSTM Framework for Fast Video Coding
por: Bouaafia, Soulef, et al.
Publicado: (2020)

Predictions for COVID-19 with deep learning models of LSTM, GRU and Bi-LSTM
por: Shahid, Farah, et al.
Publicado: (2020)

Dynamic Learning Rate in Deep CNN Model for Metastasis Detection and Classification of Histopathology Images
por: Johny, Anil, et al.
Publicado: (2021)

A Novel Deep Learning-Based Mitosis Recognition Approach and Dataset for Uterine Leiomyosarcoma Histopathology
por: Zehra, Talat, et al.
Publicado: (2022)

BCR-Net: A deep learning framework to predict breast cancer recurrence from histopathology images
por: Su, Ziyu, et al.
Publicado: (2023)

Federated learning framework integrating REFINED CNN and Deep Regression Forests
por: Nolte, Daniel, et al.
Publicado: (2023)

Prevention of Cholera in Rural India
por: Khan, Saranjam
Publicado: (1934)

Fine-Grained Face Annotation Using Deep Multi-Task CNN
por: Celona, Luigi, et al.
Publicado: (2018)

Atrial scar quantification via multi-scale CNN in the graph-cuts framework
por: Li, Lei, et al.
Publicado: (2020)

pcPromoter-CNN: A CNN-Based Prediction and Classification of Promoters
por: Shujaat, Muhammad, et al.
Publicado: (2020)

Explainable AI for CNN-based prostate tumor segmentation in multi-parametric MRI correlated to whole mount histopathology
por: Gunashekar, Deepa Darshini, et al.
Publicado: (2022)

Histopathological Tissue Segmentation of Lung Cancer with Bilinear CNN and Soft Attention
por: Xu, Rui, et al.
Publicado: (2022)

An Innovative Faster R-CNN-Based Framework for Breast Cancer Detection in MRI
por: Raimundo, João Nuno Centeno, et al.
Publicado: (2023)

O-Net: A Novel Framework With Deep Fusion of CNN and Transformer for Simultaneous Segmentation and Classification
por: Wang, Tao, et al.
Publicado: (2022)

A Novel CAD System for Mitosis detection Using Histopathology Slide Images
por: Tashk, Ashkan, et al.
Publicado: (2014)

A new numerical approach to solve Thomas–Fermi model of an atom using bio-inspired heuristics integrated with sequential quadratic programming
por: Raja, Muhammad Asif Zahoor, et al.
Publicado: (2016)

Short-term solar energy forecasting: Integrated computational intelligence of LSTMs and GRU
por: Zameer, Aneela, et al.
Publicado: (2023)

Deep Multi-Branch CNN Architecture for Early Alzheimer’s Detection from Brain MRIs
por: Mandal, Paul K., et al.
Publicado: (2023)

Breast Cancer Multi-classification from Histopathological Images with Structured Deep Learning Model
por: Han, Zhongyi, et al.
Publicado: (2017)

ResMem-Net: memory based deep CNN for image memorability estimation
por: Praveen, Arockia, et al.
Publicado: (2021)

Performance Evaluation of Deep CNN-Based Crack Detection and Localization Techniques for Concrete Structures
por: Ali, Luqman, et al.
Publicado: (2021)

A deep learning framework using CNN and stacked Bi-GRU for COVID-19 predictions in India
por: Ahuja, Sahil, et al.
Publicado: (2021)

CNN-Res: deep learning framework for segmentation of acute ischemic stroke lesions on multimodal MRI images
por: Gheibi, Yousef, et al.
Publicado: (2023)

BTC-fCNN: Fast Convolution Neural Network for Multi-class Brain Tumor Classification
por: Abd El-Wahab, Basant S., et al.
Publicado: (2023)

Classification of benign and malignant subtypes of breast cancer histopathology imaging using hybrid CNN-LSTM based transfer learning
por: Srikantamurthy, Mahati Munikoti, et al.
Publicado: (2023)

SSMD-UNet: semi-supervised multi-task decoders network for diabetic retinopathy segmentation
por: Ullah, Zahid, et al.
Publicado: (2023)

A CNN-RNN Framework for Crop Yield Prediction
por: Khaki, Saeed, et al.
Publicado: (2020)

Ransomware detection using deep learning based unsupervised feature extraction and a cost sensitive Pareto Ensemble classifier
por: Zahoora, Umme, et al.
Publicado: (2022)

Dual Deep CNN for Tumor Brain Classification
por: Al-Zoghby, Aya M., et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_3ejr45gfo1dqp24am72m45tf9r