[HTML][HTML] Standardized classification of lung adenocarcinoma subtypes and improvement of grading assessment through deep learning

K Lami, N Ota, S Yamaoka, A Bychkov… - The American Journal of …, 2023 - Elsevier
The histopathologic distinction of lung adenocarcinoma (LADC) subtypes is subject to high
interobserver variability, which can compromise the optimal assessment of patient …

Deep learning-based diagnosis of histopathological patterns for invasive non-mucinous lung adenocarcinoma using semantic segmentation

Y Zhao, S He, D Zhao, M Ju, C Zhen, Y Dong… - BMJ open, 2023 - bmjopen.bmj.com
Objectives The application of artificial intelligence (AI) to the field of pathology has facilitated
the development of digital pathology, hence, making AI-assisted diagnosis possible. Due to …

Artificial Intelligence and Lung Pathology

E Caranfil, K Lami, W Uegami… - Advances in Anatomic …, 2024 - journals.lww.com
This manuscript provides a comprehensive overview of the application of artificial
intelligence (AI) in lung pathology, particularly in the diagnosis of lung cancer. It discusses …

Thoracic Frozen Section Pitfalls: Lung Adenocarcinoma Versus Selected Mimics

S Mukhopadhyay - Archives of Pathology & Laboratory …, 2024 - meridian.allenpress.com
Context.—Intraoperative (frozen section) analysis of lung lesions (nodules, masses, ground-
glass opacities) can occasionally be diagnostically challenging. Objective.—To describe …

[HTML][HTML] Efficacy of preoperative biopsy in predicting the newly proposed histologic grade of resected lung adenocarcinoma

SJ Ohtani-Kim, T Taki, K Tane, T Miyoshi, J Samejima… - Modern Pathology, 2023 - Elsevier
A novel histologic grading system for invasive lung adenocarcinomas (LUAD) has been
newly proposed and adopted by the World Health Organization (WHO) classification. We …

Establishment of artificial intelligence model for precise histological subty** of lung adenocarcinoma and its application to quantitative and spatial analysis

E Miura, K Emoto, T Abe, A Hashiguchi… - Japanese Journal of …, 2024 - academic.oup.com
Background The histological subtype of lung adenocarcinoma is a major prognostic factor.
We developed a new artificial intelligence model to classify lung adenocarcinoma images …

Invasion and Grading of Pulmonary Non-Mucinous Adenocarcinoma

AL Moreira, F Zhou - Surgical Pathology Clinics, 2024 - surgpath.theclinics.com
Lung adenocarcinoma staging and grading were recently updated to reflect the link between
histologic growth patterns and outcomes. The lepidic growth pattern is regarded as “in-situ,” …

Cell Maps Representation for Lung Adenocarcinoma Growth Patterns Classification in Whole Slide Images

A Al-Rubaian, GN Gunesli, WA Althakfi… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Lung adenocarcinoma is a morphologically heterogeneous disease, characterized by five
primary histologic growth patterns. The quantity of these patterns can be related to tumor …

Reproducibility of Assessment of Lepidic (Noninvasive) Patterns in Lung Adenocarcinoma With Cytokeratin Immunostain Compared With Hematoxylin and Eosin and …

E Yang, N Alshamlan, K Hueniken, J Weiss… - JTO Clinical and …, 2024 - Elsevier
Introduction Lepidic growth is considered noninvasive in lung nonmucinous
adenocarcinoma, whereas other patterns are invasive. Considerable interobserver …

Differential Gene Expression of Tumors Undergoing Lepidic-Acinar Transition in Lung Adenocarcinoma

EN Okoshi, S Fujita, K Lami, Y Kitamura, R Matsuda… - medRxiv, 2024 - medrxiv.org
Lung adenocarcinoma is the most frequent subtype of thoracic malignancy, which is itself
the largest contributor to cancer mortality. The lepidic subtype is a non-invasive tumor …