Results 31 to 40 of about 67,036 (249)

MiNuGAN: Dual Segmentation of Mitoses and Nuclei Using Conditional GANs on Multi-center Breast H&E Images

open access: yesJournal of Pathology Informatics, 2022
Breast cancer is the second most commonly diagnosed type of cancer among women as of 2021. Grading of histopathological images is used to guide breast cancer treatment decisions and a critical component of this is a mitotic score, which is related to ...
Salar Razavi   +5 more
doaj   +1 more source

Improving Mitosis Detection via UNet-Based Adversarial Domain Homogenizer

open access: yesProceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023
The effective localization of mitosis is a critical precursory task for deciding tumor prognosis and grade. Automated mitosis detection through deep learning-oriented image analysis often fails on unseen patient data due to inherent domain biases.
Chandr, Tirupati Saketh   +3 more
openaire   +2 more sources

Cell mitosis detection using deep neural networks [PDF]

open access: yesKnowledge-Based Systems, 2017
Quantitative analysis of cell mitosis, the process by which cells regenerate, is important in cell biology. Automatic cell mitosis detection can greatly facilitate the investigation of cell life cycle. However, cell-type diversity, cell non-rigid deformation and high cell density pose difficulties on handcrafting visual features for traditional ...
Zhou, Yao, Mao, Hua, Yi, Zhang
openaire   +1 more source

Environmental (e)RNA advances the reliability of eDNA by predicting its age

open access: yesScientific Reports, 2021
Environmental DNA (eDNA) analysis has advanced conservation biology and biodiversity management. However, accurate estimation of age and origin of eDNA is complicated by particle transport and the presence of legacy genetic material, which can obscure ...
Nathaniel T. Marshall   +2 more
doaj   +1 more source

They Might Cut It—Lysosomes and Autophagy in Mitotic Progression

open access: yesFrontiers in Cell and Developmental Biology, 2021
The division of one cell into two looks so easy, as if it happens without any control at all. Mitosis, the hallmark of mammalian life is, however, tightly regulated from the early onset to the very last phase. Despite the tight control, errors in mitotic
Saara Hämälistö   +2 more
doaj   +1 more source

The use of Allium cepa L. assay as bioindicator for the investigation of genotoxic effects of industrial waste water [PDF]

open access: yesArchives of Environmental Protection, 2021
In this study, genotoxic potential of industrial waste water (IWW) samples was investigated using Allium cepa assay. The root tips were treated with different IWW samples (A, B and C) for 48 hours. The effects of IWW oncytological effects were determined.
Pinar Goc Rasgele
doaj   +1 more source

Deep Learning for Semantic Segmentation vs. Classification in Computational Pathology: Application to Mitosis Analysis in Breast Cancer Grading

open access: yesFrontiers in Bioengineering and Biotechnology, 2019
Existing computational approaches have not yet resulted in effective and efficient computer-aided tools that are used in pathologists' daily practice. Focusing on a computer-based qualification for breast cancer diagnosis, the present study proposes two ...
Gabriel Jiménez   +2 more
doaj   +1 more source

Spectral band selection for mitosis detection in histopathology [PDF]

open access: yes2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 2014
This study aims at evaluating the accuracy of mitosis detection on multispectral histopathological images by developing a solution specifically designed to take advantage of multispectral information. The proposed framework includes a selection of spectral bands and focal plane, detection of candidate mitotic regions, computation of morphological ...
Humayun Irshad   +3 more
openaire   +1 more source

Spatiotemporal Joint Mitosis Detection Using CNN-LSTM Network in Time-Lapse Phase Contrast Microscopy Images

open access: yesIEEE Access, 2017
We present an approach to jointly detect mitotic events spatially and temporally in time-lapse phase contrast microscopy images. In particular, we combine a convolutional neural network (CNN) and a long short-term memory (LSTM) network to detect mitotic ...
Yu-Ting Su, Yao Lu, Mei Chen, An-An Liu
doaj   +1 more source

Intraoperative Flow Cytometry for the Evaluation of Meningioma Grade

open access: yesCurrent Oncology, 2023
Meningiomas are the most frequent central nervous system tumors in adults. The majority of these tumors are benign. Nevertheless, the intraoperative identification of meningioma grade is important for modifying surgical strategy in order to reduce ...
George A. Alexiou   +12 more
doaj   +1 more source

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