Results 11 to 20 of about 2,871,782 (268)
Mitosis detection, fast and slow: Robust and efficient detection of mitotic figures [PDF]
Medical Image AnalysisCounting of mitotic figures is a fundamental step in grading and prognostication of several cancers. However, manual mitosis counting is tedious and time-consuming. In addition, variation in the appearance of mitotic figures causes a high degree of discordance among pathologists.
Neda Zamanitajeddin +2 more
exaly +6 more sources
Enhancing mitosis quantification and detection in meningiomas with computational digital pathology [PDF]
Acta Neuropathologica CommunicationsMitosis is a critical criterion for meningioma grading. However, pathologists’ assessment of mitoses is subject to significant inter-observer variation due to challenges in locating mitosis hotspots and accurately detecting mitotic figures.
Hongyan Gu +15 more
doaj +6 more sources
MitoDet: Simple and Robust Mitosis Detection [PDF]
, 2022 Mitotic figure detection is a challenging task in digital pathology that has a direct impact on therapeutic decisions. While automated methods often achieve acceptable results under laboratory conditions, they frequently fail in the clinical deployment phase. This problem can be mainly attributed to a phenomenon called domain shift. An important source
Jakob Dexl +4 more
openaire +5 more sources
Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection [PDF]
, 2018 Accepted for MICCAI COMPAY 2018 ...
Saad Ullah Akram +5 more
core +7 more sources
Journal of Pathology Informatics, 2013 Context: According to Nottingham grading system, mitosis count plays a critical role in cancer diagnosis and grading. Manual counting of mitosis is tedious and subject to considerable inter- and intra-reader variations.
Humayun Irshad
doaj +2 more sources
Automated mitosis detection using texture, SIFT features and HMAX biologically inspired approach
Journal of Pathology Informatics, 2013 Context: According to Nottingham grading system, mitosis count in breast cancer histopathology is one of three components required for cancer grading and prognosis. Manual counting of mitosis is tedious and subject to considerable inter- and intra-reader
Humayun Irshad +6 more
doaj +2 more sources
Mitosis Detection using YOLOv5 and EfficientNet
, 2023 To accurately assess the prognosis of various tumors, mitosis de- tection plays a crucial role. The objective of the MIDOG 2022 MICCAI challenge is to develop approaches that are indepen- dent of tissue-related domain shifts and tissue types. We pro- pose a two-stage mitosis detection system, utilizing YOLOv5 as the candidate mitosis generator and ...
Engin Bozaba
openaire +2 more sources
A Subphase-Labeled Mitotic Dataset for AI-powered Cell Division Analysis [PDF]
Scientific DataMitosis detection represents a critical task in digital pathology, as it plays an important role in the tumor grading and prognosis of patients. Manual determination is a labor-intensive task for practitioners with high interobserver variability, thus ...
Zsanett Zsofia Ivan +14 more
doaj +2 more sources
Breast cancer survival prediction using an automated mitosis detection pipeline [PDF]
The Journal of Pathology: Clinical ResearchMitotic count (MC) is the most common measure to assess tumor proliferation in breast cancer patients and is highly predictive of patient outcomes. It is, however, subject to inter‐ and intraobserver variation and reproducibility challenges that may ...
Nikolas Stathonikos +6 more
doaj +2 more sources
How Cells Handle DNA Breaks during Mitosis: Detection, Signaling, Repair, and Fate Choice [PDF]
Cells, 2019 Mitosis is controlled by a complex series of signaling pathways but mitotic control following DNA damage remains poorly understood. Effective DNA damage sensing and repair is integral to survival but is largely thought to occur primarily in interphase ...
Ruth Thompson +2 more
doaj +2 more sources