What is the state of the art of computer vision-assisted cytology? A Systematic Literature Review
AV Matias, JGA Amorim, LAB Macarini… - … Medical Imaging and …, 2021 - Elsevier
Cytology is a low-cost and non-invasive diagnostic procedure employed to support the
diagnosis of a broad range of pathologies. Cells are harvested from tissues by aspiration or …
diagnosis of a broad range of pathologies. Cells are harvested from tissues by aspiration or …
Deep learning for computational cytology: A survey
Computational cytology is a critical, rapid-developing, yet challenging topic in medical
image computing concerned with analyzing digitized cytology images by computer-aided …
image computing concerned with analyzing digitized cytology images by computer-aided …
Cytology image analysis techniques toward automation: Systematically revisited
Cytology is a branch of pathology that deals with the microscopic examination of cells for
diagnosis of carcinoma or inflammatory conditions. In the present work, the term cytology is …
diagnosis of carcinoma or inflammatory conditions. In the present work, the term cytology is …
Challenges developing deep learning algorithms in cytology
ED McAlpine, L Pantanowitz, PM Michelow - Acta Cytologica, 2021 - karger.com
Background: The incorporation of digital pathology into routine pathology practice is
becoming more widespread. Definite advantages exist with respect to the implementation of …
becoming more widespread. Definite advantages exist with respect to the implementation of …
Deep learning in image cytometry: a review
Artificial intelligence, deep convolutional neural networks, and deep learning are all niche
terms that are increasingly appearing in scientific presentations as well as in the general …
terms that are increasingly appearing in scientific presentations as well as in the general …
Is it real or not? Toward artificial intelligence-based realistic synthetic cytology image generation to augment teaching and quality assurance in pathology
E McAlpine, P Michelow, E Liebenberg… - Journal of the American …, 2022 - Elsevier
Introduction Urine cytology offers a rapid and relatively inexpensive method to diagnose
urothelial neoplasia. In our setting of a public sector laboratory in South Africa, urothelial …
urothelial neoplasia. In our setting of a public sector laboratory in South Africa, urothelial …
“SMART” cytology: The next generation cytology for precision diagnosis
T Kim, J Rao - Seminars in Diagnostic Pathology, 2023 - Elsevier
Cytology plays an important role in diagnosing and managing human diseases, especially
cancer, as it is often a simple, low cost yet effective, and non-invasive or minimally invasive …
cancer, as it is often a simple, low cost yet effective, and non-invasive or minimally invasive …
Detection and segmentation of cell nuclei in virtual microscopy images: a minimum-model approach
S Wienert, D Heim, K Saeger, A Stenzinger, M Beil… - Scientific reports, 2012 - nature.com
Automated image analysis of cells and tissues has been an active research field in medical
informatics for decades but has recently attracted increased attention due to developments …
informatics for decades but has recently attracted increased attention due to developments …
A review of open-source image analysis tools for mammalian cell culture: algorithms, features and implementations
Cell culture is undeniably important for multiple scientific applications, including
pharmaceuticals, transplants, and cosmetics. However, cell culture involves multiple manual …
pharmaceuticals, transplants, and cosmetics. However, cell culture involves multiple manual …
A review: The detection of cancer cells in histopathology based on machine vision
W He, T Liu, Y Han, W Ming, J Du, Y Liu, Y Yang… - Computers in Biology …, 2022 - Elsevier
Abstract Machine vision is being employed in defect detection, size measurement, pattern
recognition, image fusion, target tracking and 3D reconstruction. Traditional cancer detection …
recognition, image fusion, target tracking and 3D reconstruction. Traditional cancer detection …