Cytology image analysis techniques toward automation: Systematically revisited

S Mitra, N Das, S Dey, S Chakraborty… - ACM Computing …, 2021 - dl.acm.org
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 …

Transfer learning with pre-trained deep convolutional neural networks for serous cell classification

E Baykal, H Dogan, ME Ercin, S Ersoz… - Multimedia Tools and …, 2020 - Springer
Serous effusion is a condition of excess accumulation of fluids in serous cavities due to
different underlying pathological conditions. The basis of cytopathological assessment of …

Computer aided diagnosis system for detection of cancer cells on cytological pleural effusion images

KY Win, S Choomchuay, K Hamamoto… - BioMed research …, 2018 - Wiley Online Library
Cytological screening plays a vital role in the diagnosis of cancer from the microscope slides
of pleural effusion specimens. However, this manual screening method is subjective and …

Modern convolutional object detectors for nuclei detection on pleural effusion cytology images

E Baykal, H Dogan, ME Ercin, S Ersoz… - Multimedia Tools and …, 2020 - Springer
Nuclei detection is a crucial step in the cell-based analysis of a wide range of pathological
images. It is also the basis of many automated methods such as cell counting, segmentation …

Missing data imputation using machine learning based methods to improve HCC survival prediction

M Yumuş, M Apaydın, A Değirmenci… - 2020 28th Signal …, 2020 - ieeexplore.ieee.org
Hepatocellular carcinoma (HCC) is the most common type of cancer in the liver. Early
diagnosis is very important for predicting the course of HCC. In recent years, important …

Automated nuclei detection on pleural effusion cytopathology images using YOLOv3

B Kilic, E Baykal, M Ekinci, H Dogan… - 2019 4th …, 2019 - ieeexplore.ieee.org
Nuclei detection is a critical step in cytopathology for pleural cancer diagnosis. Because
nuclei provide quantitative information about malignancy of cancer. It is known that …

Automated nuclei detection in serous effusion cytology with stacked sparse autoencoders

E Baykal, H Doğan, ME Ercin, Ş Ersöz… - 2018 26th Signal …, 2018 - ieeexplore.ieee.org
Serous effusion is frequently encountered specimen type in (cyto) pathological assessment.
However, this assessment is time-consuming and leads to variability among pathologists …

Derin konvolüsyonel nesne algılayıcı ile plevral efüzyon sitopatolojisinde otomatik çekirdek algılama

B Kılıç, EB Kablan, H Doğan, M Ekinci… - Türkiye Bilişim Vakfı …, 2020 - dergipark.org.tr
Plevral efüzyon, akciğer zarları arasında sıvı birikimi olup sitopatolojik değerlendirmede çok
sık karşılaşılan bir durumdur. Çekirdek algılama, plevral efüzyon tanısı için gerçekleştirilen …

[PDF][PDF] Cytology Image Analysis Techniques Towards Automation: Systematically Revisited

M SHYAMALI, N DAS, S DEY, S CHAKRABARTY… - 2010 - researchgate.net
Cancer, as of now, has become a soaring concern in individuals. Living organisms are
composed of a large number of cells. Normal cells have a specific lifetime in which they …

[IDÉZET][C] Panorama ile üretilen plevral efüzyon sitopatoloji görüntüleri üzerinde yolov3 ile otomatik çekirdek algılama

B Kiliç - 2020 - Fen Bilimleri Enstitüsü