4.7 Article

CMM-Net: Contextual multi-scale multi-level network for efficient biomedical image segmentation

Related references

Note: Only part of the references are listed.
Article Geochemistry & Geophysics

Training- and Test-Time Data Augmentation for Hyperspectral Image Segmentation

Jakub Nalepa et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2020)

Article Computer Science, Interdisciplinary Applications

Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection

Sunyi Zheng et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Article Biology

DSNet: Automatic dermoscopic skin lesion segmentation

Md Kamrul Hasan et al.

COMPUTERS IN BIOLOGY AND MEDICINE (2020)

Article Computer Science, Interdisciplinary Applications

Dense Dilated Network With Probability Regularized Walk for Vessel Detection

Lei Mou et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Article Radiology, Nuclear Medicine & Medical Imaging

SUD-GAN: Deep Convolution Generative Adversarial Network Combined with Short Connection and Dense Block for Retinal Vessel Segmentation

Tiejun Yang et al.

JOURNAL OF DIGITAL IMAGING (2020)

Article Multidisciplinary Sciences

Test-time augmentation for deep learning-based cell segmentation on microscopy images

Nikita Moshkov et al.

SCIENTIFIC REPORTS (2020)

Article Computer Science, Interdisciplinary Applications

UNet plus plus : Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

Zongwei Zhou et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Article Computer Science, Interdisciplinary Applications

Multi-Task Siamese Network for Retinal Artery/Vein Separation via Deep Convolution Along Vessel

Zhiwei Wang et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Article Computer Science, Information Systems

An End-to-End Multi-Task Deep Learning Framework for Skin Lesion Analysis

Lei Song et al.

IEEE Journal of Biomedical and Health Informatics (2020)

Article Neuroimaging

Automated detection of cerebral microbleeds in MR images: A two-stage deep learning approach

Mohammed A. Al-masni et al.

NEUROIMAGE-CLINICAL (2020)

Article Computer Science, Information Systems

Attention Guided U-Net With Atrous Convolution for Accurate Retinal Vessels Segmentation

Yan Lv et al.

IEEE ACCESS (2020)

Article Computer Science, Information Systems

Attention Gate ResU-Net for Automatic MRI Brain Tumor Segmentation

Jianxin Zhang et al.

IEEE ACCESS (2020)

Article Computer Science, Information Systems

Skin Lesion Segmentation Based on Multi-Scale Attention Convolutional Neural Network

Yun Jiang et al.

IEEE ACCESS (2020)

Article Computer Science, Information Systems

HTTU-Net: Hybrid Two Track U-Net for Automatic Brain Tumor Segmentation

Nagwa M. Aboelenein et al.

IEEE ACCESS (2020)

Article Computer Science, Artificial Intelligence

Bi-Directional Dermoscopic Feature Learning and Multi-Scale Consistent Decision Fusion for Skin Lesion Segmentation

Xiaohong Wang et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2020)

Article Computer Science, Interdisciplinary Applications

HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation

Jose Dolz et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2019)

Article Computer Science, Artificial Intelligence

DUNet: A deformable network for retinal vessel segmentation

Qiangguo Jin et al.

KNOWLEDGE-BASED SYSTEMS (2019)

Article Health Care Sciences & Services

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

M. Mohammed Thaha et al.

JOURNAL OF MEDICAL SYSTEMS (2019)

Article Computer Science, Information Systems

Efficient Brain Tumor Segmentation With Multiscale Two-Pathway-Group Conventional Neural Networks

Muhammad Imran Razzak et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2019)

Article Computer Science, Information Systems

Dense Deconvolutional Network for Skin Lesion Segmentation

Hang Li et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2019)

Article Computer Science, Information Systems

A Three-Stage Deep Learning Model for Accurate Retinal Vessel Segmentation

Zengqiang Yan et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2019)

Article Computer Science, Interdisciplinary Applications

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

Zaiwang Gu et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2019)

Article Computer Science, Artificial Intelligence

Deep vessel segmentation by learning graphical connectivity

Seung Yeon Shin et al.

MEDICAL IMAGE ANALYSIS (2019)

Article Computer Science, Information Systems

Dense-Residual Network With Adversarial Learning for Skin Lesion Segmentation

Wenli Tu et al.

IEEE ACCESS (2019)

Proceedings Paper Engineering, Biomedical

Decision-Augmented Generative Adversarial Network for Skin Lesion Segmentation

Feng Jiang et al.

2019 IEEE 16TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2019) (2019)

Article Computer Science, Theory & Methods

Deep convolutional neural network based medical image classification for disease diagnosis

Samir S. Yadav et al.

JOURNAL OF BIG DATA (2019)

Article Computer Science, Interdisciplinary Applications

Simultaneous detection and classification of breast masses in digital mammograms via a deep learning YOLO-based CAD system

Mohammed A. Al-masni et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2018)

Article Computer Science, Interdisciplinary Applications

Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks

Mohammed A. Al-Masni et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2018)

Article Computer Science, Artificial Intelligence

Retinal vessel segmentation based on Fully Convolutional Neural Networks

Americo Oliveira et al.

EXPERT SYSTEMS WITH APPLICATIONS (2018)

Article Engineering, Biomedical

Joint Segment-Level and Pixel-Wise Losses for Deep Learning Based Retinal Vessel Segmentation

Zengqiang Yan et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2018)

Article Computer Science, Interdisciplinary Applications

Deep Convolutional Framelet Denosing for Low-Dose CT via Wavelet Residual Network

Eunhee Kang et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2018)

Article Computer Science, Artificial Intelligence

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2018)

Article Computer Science, Information Systems

A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification

Mugahed A. Al-antari et al.

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS (2018)

Article Computer Science, Artificial Intelligence

A deep learning model integrating FCNNs and CRFs for brain tumor segmentation

Xiaomei Zhao et al.

MEDICAL IMAGE ANALYSIS (2018)

Article Chemistry, Analytical

Skin Lesion Analysis towards Melanoma Detection Using Deep Learning Network

Yuexiang Li et al.

SENSORS (2018)

Article Multidisciplinary Sciences

Image reconstruction by domain-transform manifold learning

Bo Zhu et al.

NATURE (2018)

Review Engineering, Biomedical

Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks

Lei Bi et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2017)

Article Computer Science, Interdisciplinary Applications

Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

Lequan Yu et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2017)

Article Computer Science, Interdisciplinary Applications

Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks With Jaccard Distance

Yading Yuan et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2017)

Article Computer Science, Artificial Intelligence

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

Vijay Badrinarayanan et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2017)

Article Computer Science, Artificial Intelligence

Fully Convolutional Networks for Semantic Segmentation

Evan Shelhamer et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2017)

Article Computer Science, Artificial Intelligence

Brain tumor segmentation with Deep Neural Networks

Mohammad Havaei et al.

MEDICAL IMAGE ANALYSIS (2017)

Proceedings Paper Computer Science, Artificial Intelligence

Densely Connected Convolutional Networks

Gao Huang et al.

30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)

Article Computer Science, Interdisciplinary Applications

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

Sergio Pereira et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2016)

Article Computer Science, Interdisciplinary Applications

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

Bjoern H. Menze et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2015)

Article Computer Science, Artificial Intelligence

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

Kaiming He et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2015)

Article Computer Science, Artificial Intelligence

Computer-aided diagnosis of human brain tumor through MRI: A survey and a new algorithm

El-Sayed A. El-Dahshan et al.

EXPERT SYSTEMS WITH APPLICATIONS (2014)

Article Computer Science, Interdisciplinary Applications

A New Supervised Method for Blood Vessel Segmentation in Retinal Images by Using Gray-Level and Moment Invariants-Based Features

Diego Marin et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2011)

Article Chemistry, Analytical

Assessing the statistical validity of proteomics based biomarkers

Suzanne Smit et al.

ANALYTICA CHIMICA ACTA (2007)

Article Computer Science, Interdisciplinary Applications

Ridge-based vessel segmentation in color images of the retina

J Staal et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2004)