A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approaches

X Li, C Li, MM Rahaman, H Sun, X Li, J Wu… - Artificial Intelligence …, 2022 - Springer
With the development of Computer-aided Diagnosis (CAD) and image scanning techniques,
Whole-slide Image (WSI) scanners are widely used in the field of pathological diagnosis …

Robust nucleus/cell detection and segmentation in digital pathology and microscopy images: a comprehensive review

F ** clumps in pap smear images
Y Song, EL Tan, X Jiang, JZ Cheng, D Ni… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Accurate segmentation of cervical cells in Pap smear images is an important step in
automatic pre-cancer identification in the uterine cervix. One of the major segmentation …

Detection and classification of cancer from microscopic biopsy images using clinically significant and biologically interpretable features

R Kumar, R Srivastava… - Journal of medical …, 2015 - Wiley Online Library
A framework for automated detection and classification of cancer from microscopic biopsy
images using clinically significant and biologically interpretable features is proposed and …

Automatic cervical cell segmentation and classification in Pap smears

T Chankong, N Theera-Umpon… - Computer methods and …, 2014 - Elsevier
Cervical cancer is one of the leading causes of cancer death in females worldwide. The
disease can be cured if the patient is diagnosed in the pre-cancerous lesion stage or earlier …

Deep learning for cell image segmentation and ranking

FHD Araújo, RRV Silva, DM Ushizima… - … Medical Imaging and …, 2019 - Elsevier
Ninety years after its invention, the Pap test continues to be the most used method for the
early identification of cervical precancerous lesions. In this test, the cytopathologists look for …

Screening for cervical cancer using automated analysis of PAP‐smears

E Bengtsson, P Malm - Computational and mathematical …, 2014 - Wiley Online Library
Cervical cancer is one of the most deadly and common forms of cancer among women if no
action is taken to prevent it, yet it is preventable through a simple screening test, the so …

Automatic cell nuclei segmentation and classification of cervical Pap smear images

P Wang, L Wang, Y Li, Q Song, S Lv, X Hu - Biomedical Signal Processing …, 2019 - Elsevier
Pathological examination of microscopic image of Pap smear slide remains the main
method for cervical cancer diagnosis. The accurate segmentation and classification of …