Efficient deep learning architecture with dimension-wise pyramid pooling for nuclei segmentation of histopathology images

Computerized Medical Imaging and Graphics ◽

10.1016/j.compmedimag.2021.101975 ◽

2021 ◽

Vol 93 ◽

pp. 101975

Author(s):

Anirudh Ashok Aatresh ◽

Rohit Prashant Yatgiri ◽

Amit Kumar Chanchal ◽

Aman Kumar ◽

Akansh Ravi ◽

...

Keyword(s):

Deep Learning ◽

Nuclei Segmentation ◽

Histopathology Images

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Deep learning-based nuclei segmentation and classification in histopathology images with application to imaging genomics

Computer Vision for Microscopy Image Analysis ◽

10.1016/b978-0-12-814972-0.00008-4 ◽

2021 ◽

pp. 185-201

Author(s):

Dimitris Metaxas ◽

Hui Qu ◽

Gregory Riedlinger ◽

Pengxiang Wu ◽

Qiaoying Huang ◽

...

Keyword(s):

Deep Learning ◽

Imaging Genomics ◽

Nuclei Segmentation ◽

Histopathology Images

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A deep learning algorithm for one-step contour aware nuclei segmentation of histopathology images

Medical & Biological Engineering & Computing ◽

10.1007/s11517-019-02008-8 ◽

2019 ◽

Vol 57 (9) ◽

pp. 2027-2043 ◽

Cited By ~ 12

Author(s):

Yuxin Cui ◽

Guiying Zhang ◽

Zhonghao Liu ◽

Zheng Xiong ◽

Jianjun Hu

Keyword(s):

Deep Learning ◽

Learning Algorithm ◽

Nuclei Segmentation ◽

Deep Learning Algorithm ◽

One Step ◽

Histopathology Images

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NucleiSegNet: Robust deep learning architecture for the nuclei segmentation of liver cancer histopathology images

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2020.104075 ◽

2021 ◽

Vol 128 ◽

pp. 104075

Author(s):

Shyam Lal ◽

Devikalyan Das ◽

Kumar Alabhya ◽

Anirudh Kanfade ◽

Aman Kumar ◽

...

Keyword(s):

Deep Learning ◽

Liver Cancer ◽

Nuclei Segmentation ◽

Histopathology Images

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Faculty Opinions recommendation of Classification and mutation prediction from non-small cell lung cancer histopathology images using deep learning.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.734021700.793563646 ◽

2019 ◽

Author(s):

Saikat Chakrabarti

Keyword(s):

Lung Cancer ◽

Deep Learning ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Small Cell ◽

Small Cell Lung ◽

Histopathology Images ◽

Mutation Prediction

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Deep Learning Based Automated tool for cancer diagnosis from bone histopathology images

2021 International Conference on Intelligent Technologies (CONIT) ◽

10.1109/conit51480.2021.9498367 ◽

2021 ◽

Author(s):

B.S Vandana ◽

Sathyavathi R. Alva

Keyword(s):

Deep Learning ◽

Cancer Diagnosis ◽

Histopathology Images ◽

Automated Tool

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Nuclei Segmentation in Histopathology Images Using Rotation Equivariant and Multi-level Feature Aggregation Neural Network

2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm49941.2020.9313413 ◽

2020 ◽

Author(s):

Yiqi Chen ◽

Xuanya Li ◽

Kai Hu ◽

Zhineng Chen ◽

Xieping Gao

Keyword(s):

Neural Network ◽

Nuclei Segmentation ◽

Feature Aggregation ◽

Multi Level ◽

Histopathology Images

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Classiﬁcation of Breast Cancer Histopathology Images by Cell-Centered Deep Learning Approach

2020 28th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu49456.2020.9302066 ◽

2020 ◽

Author(s):

Emre Egriboz ◽

Berkay Gokcen ◽

Gokhan Bilgin

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Learning Approach ◽

Histopathology Images

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Efficient and robust deep learning architecture for segmentation of kidney and breast histopathology images

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2021.107177 ◽

2021 ◽

Vol 92 ◽

pp. 107177

Author(s):

Amit Kumar Chanchal ◽

Aman Kumar ◽

Shyam Lal ◽

Jyoti Kini

Keyword(s):

Deep Learning ◽

Histopathology Images

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Analyze Skin Histopathology Images Using Multiple Deep Learning Methods

10.1109/icftic54370.2021.9647425 ◽

2021 ◽

Author(s):

Peizhen Xie ◽

Tao Li ◽

Jie Liu ◽

Fangfang Li ◽

Jiao Zhou ◽

...

Keyword(s):

Deep Learning ◽

Learning Methods ◽

Histopathology Images

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Cervical Nuclei Segmentation in Whole Slide Histopathology Images Using Convolution Neural Network

Communications in Computer and Information Science - Soft Computing in Data Science ◽

10.1007/978-981-13-3441-2_8 ◽

2018 ◽

pp. 99-109 ◽

Cited By ~ 2

Author(s):

Qiuju Yang ◽

Kaijie Wu ◽

Hao Cheng ◽

Chaochen Gu ◽

Yuan Liu ◽

...

Keyword(s):

Neural Network ◽

Convolution Neural Network ◽

Nuclei Segmentation ◽

Histopathology Images

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