0000000001064395

AUTHOR

Muhammad K. Niazi

showing 1 related works from this author

Ki-67 assessment of pancreatic neuroendocrine neoplasms: Systematic review and meta-analysis of manual vs. digital pathology scoring

2022

Ki-67 assessment is a key step in the diagnosis of neuroendocrine neoplasms (NENs) from all anatomic locations. Several challenges exist related to quantifying the Ki-67 proliferation index due to lack of method standardization and inter-reader variability. The application of digital pathology coupled with machine learning has been shown to be highly accurate and reproducible for the evaluation of Ki-67 in NENs. We systematically reviewed all published studies on the subject of Ki-67 assessment in pancreatic NENs (PanNENs) employing digital image analysis (DIA). The most common advantages of DIA were improvement in the standardization and reliability of Ki-67 evaluation, as well as its spee…

Reproducibility of ResultsBreast NeoplasmsCarcinoid TumorPathology and Forensic MedicinePancreatic Neoplasmsneuroendocrine neoplasms pancreasNeuroendocrine TumorsKi-67 AntigenGastroenteropancreatic Neuroendocrine TumorBiomarkers TumorImage Processing Computer-AssistedHumansGastroenteropancreatic Neuroendocrine Tumor; Cancer; Carcinoid TumorFemaleCell ProliferationCancer
researchProduct