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 …
Transfer learning with pre-trained deep convolutional neural networks for serous cell classification
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 …
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 …
of pleural effusion specimens. However, this manual screening method is subjective and …
Modern convolutional object detectors for nuclei detection on pleural effusion cytology images
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 …
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 …
diagnosis is very important for predicting the course of HCC. In recent years, important …
Automated nuclei detection on pleural effusion cytopathology images using YOLOv3
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 …
nuclei provide quantitative information about malignancy of cancer. It is known that …
Automated nuclei detection in serous effusion cytology with stacked sparse autoencoders
Serous effusion is frequently encountered specimen type in (cyto) pathological assessment.
However, this assessment is time-consuming and leads to variability among pathologists …
However, this assessment is time-consuming and leads to variability among pathologists …
Derin konvolüsyonel nesne algılayıcı ile plevral efüzyon sitopatolojisinde otomatik çekirdek algılama
Plevral efüzyon, akciğer zarları arasında sıvı birikimi olup sitopatolojik değerlendirmede çok
sık karşılaşılan bir durumdur. Çekirdek algılama, plevral efüzyon tanısı için gerçekleştirilen …
sık karşılaşılan bir durumdur. Çekirdek algılama, plevral efüzyon tanısı için gerçekleştirilen …
[PDF][PDF] Cytology Image Analysis Techniques Towards Automation: Systematically Revisited
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 …
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