Keiko Ishii - Publications

Predicting DNA replication-related protein expression at the nucleus level from HE: A deep learning study with same-specimen paired data.

Journal: Acta histochemica

Published: January 22, 2026

Robust Papanicolaou Stain Quantification Insensitive to Imaging System Variations by Sparsity-based Stain Unmixing.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Papanicolaou stain unmixing for RGB image using weighted nucleus sparsity and total variation regularization.

Journal: Medical & biological engineering & computing

Published: July 15, 2025

Image Quantification Analysis of Cytoplasmic Mucin and Interpretation of Mucin Color in Lobular Endocervical Glandular Hyperplasia.

Journal: Acta cytologica

Published: September 16, 2024

Immunohistochemistry and machine learning study of DNA replication-associated proteins in uterine epithelial tumors and precursor lesions.

Journal: Acta histochemica

Published: May 24, 2024

Dye amount quantification of Papanicolaou-stained cytological images by multispectral unmixing: spectral analysis of cytoplasmic mucin.

Journal: Journal of medical imaging (Bellingham, Wash.)

Published: April 14, 2024

Discriminant Analysis Using Gabor Filter Sets for Lobular Endocervical Glandular Hyperplasia: Numerical Interpretation of Nuclear Atypia by Gabor Filter Features.

Journal: Acta cytologica

Published: April 14, 2023

Immunostaining With Immunoglobulin G Subclass Antibody Cocktail for Diagnosis of Type 1 Autoimmune Pancreatitis.

Journal: International journal of surgical pathology

Published: May 28, 2020

Discriminant analysis and interpretation of nuclear chromatin distribution and coarseness using gray-level co-occurrence matrix features for lobular endocervical glandular hyperplasia.

Journal: Diagnostic cytopathology

Published: April 17, 2019

Metachronous Thin-Walled Cavity Lung Cancers Exhibiting Variable Histopathology.

Journal: The Annals of thoracic surgery

Published: February 12, 2019

Image quantification technology of the heterochromatin and euchromatin region for differential diagnosis in the lobular endocervical glandular hyperplasia.

Journal: Diagnostic cytopathology

Published: September 07, 2018

Recurrent sternal thymoma after thymectomy by video-assisted thoracic surgery.

Journal: Asian cardiovascular & thoracic annals

Published: August 15, 2018