Explainable AI (xAI) for anatomic pathology

AB Tosun, F Pullara, MJ Becich, DL Taylor… - Advances in …, 2020 - journals.lww.com
Pathologists are adopting whole slide images (WSIs) for diagnosis, thanks to recent FDA
approval of WSI systems as class II medical devices. In response to new market forces and …

Assessing the correlation between allostatic load and false-positive image-guided breast biopsies

M Lee, B Nguyen, J Jung, E Razzak… - Journal of Women's …, 2024 - liebertpub.com
Background: Allostatic load (AL) is the accumulation of physiological dysregulation
attributed to repeated activation of the stress response over a lifetime. We assessed the …

[HTML][HTML] Atypical ductal hyperplasia after vacuum-assisted breast biopsy: can we reduce the upgrade to breast cancer to an acceptable rate?

L Nicosia, A Latronico, F Addante, R De Santis… - Diagnostics, 2021 - mdpi.com
(1) Background: to evaluate which factors can reduce the upgrade rate of atypical ductal
hyperplasia (ADH) to in situ or invasive carcinoma in patients who underwent vacuum …

Atypical ductal hyperplasia: Our experience in the management and long term clinical follow-up in 71 patients

A Latronico, L Nicosia, A Faggian, F Abbate, S Penco… - The Breast, 2018 - Elsevier
Introduction Atypical ductal hyperplasia (ADH) is a high-risk benign lesion found in
approximately 1–10% of breast biopsies and associated with a variable incidence of …

[PDF][PDF] Ultrasound-guided wire localization biopsy in non-palpable breast lesions: predictive factors for malignancy.

S Yilmaz, GK Ünal, HS Aslan… - European Review for …, 2022 - europeanreview.org
OBJECTIVE: The aim of the study was to evaluate the results of ultrasound-guided
excisional biopsy in patients with nonpalpable breast lesions and examine factors …

Molecular fingerprint of precancerous lesions in breast atypical hyperplasia

C Zheng, HY Jia, LY Liu, Q Wang… - Journal of …, 2020 - journals.sagepub.com
Objective To identify atypical hyperplasia (AH) of the breast by shell-isolated nanoparticle-
enhanced Raman spectroscopy (SHINERS), and to explore the molecular fingerprinting …

Can machine learning be used to generate a model to improve management of high-risk breast lesions?

K Shaffer - Radiology, 2018 - pubs.rsna.org
Management of high-risk breast lesions such as papilloma, radial scar, atypical lobular
hyperplasia, and lobular carcinoma in situ, is a complex and controversial topic. Review of …

High-Risk Lesion Management

JV Horvat - Seminars in Ultrasound, CT and MRI, 2023 - Elsevier
High-risk lesions or lesions of uncertain malignant potential are frequent findings on image-
guided needle biopsy of the breast and comprise a number of distinct entities. These lesions …

Performance of a clinical and imaging-based multivariate model as decision support tool to help save unnecessary surgeries for high-risk breast lesions

DS Polat, JG Schopp, F Arjmandi, J Porembka… - Breast Cancer Research …, 2021 - Springer
Purpose To investigate the performance of an imaging and biopsy parameters-based
multivariate model in decreasing unnecessary surgeries for high-risk breast lesions …

[HTML][HTML] Cáncer de mama cercano a cicatriz radial

MA González Mariño - Cirujano general, 2022 - scielo.org.mx
Introducción: el cáncer de mama es la principal causa de muerte a nivel mundial, la cicatriz
radial es una lesión de alto riesgo para el desarrollo de cáncer, actualmente existe …