Cervical Lesion Classification Method Based on Cross-Validation Decision Fusion Method of Vision Transformer and DenseNet

A Fast Hybrid Classification Algorithm with Feature Reduction for Medical Images

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MDC-net: A new convolutional neural network for nucleus segmentation in histopathology images with distance maps and contour information

(2021) Xiaoming Liu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images

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A fuzzy rank-based ensemble of CNN models for classification of cervical cytology

(2021) Ankur Manna et al.   Scientific Reports

Integration of Global and Local Features for Specular Reflection Inpainting in Colposcopic Images

(2021) Xiaoxia Wang et al.   Journal of Healthcare Engineering

Computer-aided diagnostic system based on deep learning for classifying colposcopy images

(2021) Lu Liu et al.   Annals of Translational Medicine

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ColpoNet for automated cervical cancer screening using colposcopy images

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The application of deep learning based diagnostic system to cervical squamous intraepithelial lesions recognition in colposcopy images

(2020) Chunnv Yuan et al.   Scientific Reports

Classification of cervical neoplasms on colposcopic photography using deep learning

(2020) Bum-Joo Cho et al.   Scientific Reports

Multimodal MR Image Synthesis Using Gradient Prior and Adversarial Learning

(2020) Xiaoming Liu et al.   IEEE Journal of Selected Topics in Signal Processing

Development and validation of an artificial intelligence system for grading colposcopic impressions and guiding biopsies

(2020) Peng Xue et al.   BMC Medicine

Cervical precancerous lesions classification using pre-trained densely connected convolutional networks with colposcopy images

(2019) Tao Zhang et al.   Biomedical Signal Processing and Control

Detection of cervical lesion region from colposcopic images based on feature reselection

(2019) Bing Bai et al.   Biomedical Signal Processing and Control

Deep learning for image-based cancer detection and diagnosis − A survey

(2018) Zilong Hu et al.   PATTERN RECOGNITION

Cervical image classification based on image segmentation preprocessing and a CapsNet network model

(2018) XiaoQing Zhang et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

An Observational Study of Deep Learning and Automated Evaluation of Cervical Images for Cancer Screening

(2018) Liming Hu et al.   JNCI-Journal of the National Cancer Institute

Development of Algorithms for Automated Detection of Cervical Pre-Cancers With a Low-Cost, Point-of-Care, Pocket Colposcope

(2018) Mercy Nyamewaa Asiedu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Multi-feature based benchmark for cervical dysplasia classification evaluation

(2017) Tao Xu et al.   PATTERN RECOGNITION

Multimodal Entity Coreference for Cervical Dysplasia Diagnosis

(2015) Dezhao Song et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Domain-Specific Image Analysis for Cervical Neoplasia Detection Based on Conditional Random Fields

(2011) S Y Park et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Effectiveness of VIA, Pap, and HPV DNA Testing in a Cervical Cancer Screening Program in a Peri-Urban Community in Andhra Pradesh, India

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