Deep Multi-Scale U-Net Architecture and Label-Noise Robust Training Strategies for Histopathological Image Segmentation-Reference-Cited by-同舟云学术

Deep Multi-Scale U-Net Architecture and Label-Noise Robust Training Strategies for Histopathological Image Segmentation

Published:2022-11 Issue: Volume: Page:
ISSN:
Container-title:2022 IEEE 22nd International Conference on Bioinformatics and Bioengineering (BIBE)
language:
Short-container-title:

Author:

Kurian Nikhil Cherian¹,Lehan Amit¹,Verghese Gregory²,Dharamshi Nimish¹,Meena Swati¹,Li Mengyuan²,Liu Fangfang²,Gillet Cheryl³,Rane Swapnil⁴,Grigoriadis Anita²,Sethi Amit¹

Affiliation:

1. Indian Institute of Technology Bombay,Department of Electrical Engineering,Mumbai,India

2. Cancer Bioinformatics, School of Cancer Pharmaceutical Sciences, King's College London,Faculty of Life Sciences & Medicine,London,UK

3. King's College London, Innovation Hub, Cancer Centre at Guy's Hospital,CRUK King's Health Partners Centre,London,UK

4. Tata Memorial Centre-Tata Memorial Hospital, HBNI,Dept. of Pathology,Mumbai,India

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9973398/9973401/09973629.pdf?arnumber=9973629

Reference15 articles.

1. U-net based architecture for an improved multiresolution segmentation in medical images;jahangard;ArXiv Preprint,2020

2. MSU-Net: Multi-Scale U-Net for 2D Medical Image Segmentation

3. Multi-resolution Path CNN with Deep Supervision for Intervertebral Disc Localization and Segmentation

4. Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation

5. Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Feasibility to virtually generate T2 fat-saturated breast MRI by convolutional neural networks;2024-06-25

2. Breast Ultrasound Images Augmentation and Segmentation Using GAN with Identity Block and Modified U-Net 3+;Sensors;2023-10-20

3. Computational pathology in cancer diagnosis, prognosis, and prediction – present day and prospects;The Journal of Pathology;2023-08

4. Fovea-UNet: detection and segmentation of lymph node metastases in colorectal cancer with deep learning;BioMedical Engineering OnLine;2023-07-21

5. Multiscale deep learning framework captures systemic immune features in lymph nodes predictive of triple negative breast cancer outcome in large‐scale studies;The Journal of Pathology;2023-05-25