☆ 4.6 Article

A deep learning algorithm to detect cutaneous squamous cell carcinoma on frozen sections in Mohs micrographic surgery: A retrospective assessment

EXPERIMENTAL DERMATOLOGY (2024)

相关参考文献

注意：仅列出部分参考文献，下载原文获取全部文献信息。

Article Dermatology

Artificial intelligence for automatic detection of basal cell carcinoma from frozen tissue tangential biopsies

Dennis H Murphree et al.

CLINICAL AND EXPERIMENTAL DERMATOLOGY (2023)

添加到收藏夹

Review Dermatology

Artificial intelligence and frozen section histopathology: A systematic review

Benjamin G. Gorman et al.

Summary: Frozen sections are a useful tool in pathology, but their variable image quality might hinder the use of artificial intelligence and machine learning. This study identifies research on machine learning models trained or tested on frozen section images. Overall, convolutional neural networks perform the best, with physicians' involvement improving the model's performance. Models trained on frozen sections show good generalizability, while models trained on formalin-fixed tissue perform significantly worse.

JOURNAL OF CUTANEOUS PATHOLOGY (2023)

添加到收藏夹

Review Medicine, General & Internal

Artificial Intelligence-Based Approaches to Reflectance Confocal Microscopy Image Analysis in Dermatology

Ana Maria Malciu et al.

Summary: Reflectance confocal microscopy (RCM) is a non-invasive imaging method designed for identifying various skin diseases, but the diagnosis process may be subjective. Deep learning technologies and machine learning algorithms developed in recent years provide a more objective approach to RCM image analysis, reducing artifacts and evaluation times.

JOURNAL OF CLINICAL MEDICINE (2022)

添加到收藏夹

Article Engineering, Biomedical

Graph representation learning in biomedicine and healthcare

Michelle M. Li et al.

Summary: This Perspective discusses the use of representation learning, particularly graph representation learning, in biomedical and healthcare applications. It argues that graph representation learning will continue to advance machine learning in the fields of medicine and healthcare, and outlines potential applications and directions for development.

NATURE BIOMEDICAL ENGINEERING (2022)

添加到收藏夹

Letter Dermatology

A deep learning algorithm to detect the presence of basal cell carcinoma on Mohs micrographic surgery frozen sections

Grace K. Sohn et al.

JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY (2021)

添加到收藏夹

Letter Dermatology

A deep learning algorithm with high sensitivity for the detection of basal cell carcinoma in Mohs micrographic surgery frozen sections

Gabriele Campanella et al.

JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY (2021)

添加到收藏夹

Article Health Care Sciences & Services

Developing a delivery science for artificial intelligence in healthcare

Ron C. Li et al.

NPJ DIGITAL MEDICINE (2020)

添加到收藏夹

Article Oncology

Digital pathology and artificial intelligence

Muhammad Khalid Khan Niazi et al.

LANCET ONCOLOGY (2019)

添加到收藏夹

Editorial Material Dermatology

Mohs micrographic surgery for cutaneous squamous cell carcinoma

R. Motley et al.

BRITISH JOURNAL OF DERMATOLOGY (2019)

添加到收藏夹

Article Dermatology

Survival of Patients with Cutaneous Squamous Cell Carcinoma: Results of a Prospective Cohort Study

Thomas K. Eigentler et al.

JOURNAL OF INVESTIGATIVE DERMATOLOGY (2017)

添加到收藏夹

Article Dermatology

Defining recurrence of nonmelanoma skin cancer after Mohs micrographic surgery: Report of the American College of Mohs Surgery Registry and Outcomes Committee

Justin J. Leitenberger et al.

JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY (2016)

添加到收藏夹

Review Multidisciplinary Sciences

Deep learning

Yann LeCun et al.

NATURE (2015)

添加到收藏夹

Article Dermatology

Incidence Estimate of Nonmelanoma Skin Cancer in the United States, 2006

Howard W. Rogers et al.

ARCHIVES OF DERMATOLOGY (2010)

添加到收藏夹

Letter Ophthalmology

Mohs surgery: efficient and effective

CC Otley et al.

BRITISH JOURNAL OF OPHTHALMOLOGY (2004)

添加到收藏夹

Article Dermatology

Mohs micrographic surgery vs traditional surgical excision - A cost comparison analysis

TL Bialy et al.

ARCHIVES OF DERMATOLOGY (2004)

添加到收藏夹

Review Dermatology

Histologic subtyping and malignancy assessment of cutaneous squamous cell carcinoma

G Petter et al.

DERMATOLOGIC SURGERY (2000)

添加到收藏夹

© Peeref 2019-2024. All rights reserved.