AIMC Topic: Pathology, Clinical

Clear Filters Showing 71 to 79 of 79 articles

Artificial Intelligence-Based Screening for Mycobacteria in Whole-Slide Images of Tissue Samples.

American journal of clinical pathology Jun 17, 2021
OBJECTIVES: This study aimed to develop and validate a deep learning algorithm to screen digitized acid fast-stained (AFS) slides for mycobacteria within tissue sections.
Aged Aged, 80 and over Adult Humans Female Image Interpretation, Computer-Assisted Mycobacterium Pathology, Clinical Mycobacterium Infections Male Middle Aged Deep Learning
View on PubMed DOI

An artificial intelligence algorithm for prostate cancer diagnosis in whole slide images of core needle biopsies: a blinded clinical validation and deployment study.

The Lancet. Digital health Aug 1, 2020
BACKGROUND: There is high demand to develop computer-assisted diagnostic tools to evaluate prostate core needle biopsies (CNBs), but little clinical validation and a lack of clinical deployment of such tools. We report here on a blinded clinical vali...
Algorithms Aged Aged, 80 and over Humans Artificial Intelligence Data Analysis Pathology, Clinical ROC Curve Microscopy Neoplasm Grading Area Under Curve Image Interpretation, Computer-Assisted Adult Prostate Biopsy, Large-Core Needle Prostatic Neoplasms Male Pathologists Middle Aged
View on PubMed DOI

Quantitative Assessment of the Effects of Compression on Deep Learning in Digital Pathology Image Analysis.

JCO clinical cancer informatics Mar 1, 2020
PURPOSE: Deep learning (DL), a class of approaches involving self-learned discriminative features, is increasingly being applied to digital pathology (DP) images for tasks such as disease identification and segmentation of tissue primitives (eg, nucl...
Data Compression Pathology, Clinical Telepathology Quality Control Image Interpretation, Computer-Assisted Observer Variation Algorithms Neoplasms Deep Learning ROC Curve Signal Processing, Computer-Assisted Benchmarking Humans
View on PubMed DOI

Artificial Intelligence and Pathobiology Join Forces in The American Journal of Pathology.

The American journal of pathology Jan 1, 2019
This Editorial describes the extension in scope of The American Journal of Pathology.
Periodicals as Topic Pathology, Clinical Humans Artificial Intelligence
View on PubMed DOI

Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer.

The American journal of surgical pathology Dec 1, 2018
Advances in the quality of whole-slide images have set the stage for the clinical use of digital images in anatomic pathology. Along with advances in computer image analysis, this raises the possibility for computer-assisted diagnostics in pathology ...
Humans Female Reproducibility of Results Breast Neoplasms Neoplasm Micrometastasis Diagnosis, Computer-Assisted Workflow Image Interpretation, Computer-Assisted Lymphatic Metastasis Observer Variation Pattern Recognition, Automated Deep Learning Predictive Value of Tests Proof of Concept Study Time Factors Biopsy Pathology, Clinical Lymph Nodes
View on PubMed DOI

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.

JAMA Dec 12, 2017
IMPORTANCE: Application of deep learning algorithms to whole-slide pathology images can potentially improve diagnostic accuracy and efficiency.
Pathology, Clinical ROC Curve Humans Lymphatic Metastasis Machine Learning Pathologists Algorithms Female Breast Neoplasms
View on PubMed DOI

Challenges in adapting existing clinical natural language processing systems to multiple, diverse health care settings.

Journal of the American Medical Informatics Association : JAMIA Sep 1, 2017
OBJECTIVE: Widespread application of clinical natural language processing (NLP) systems requires taking existing NLP systems and adapting them to diverse and heterogeneous settings. We describe the challenges faced and lessons learned in adapting an ...
Colonoscopy Pathology, Clinical Early Detection of Cancer Humans Data Collection Natural Language Processing Electronic Health Records Information Dissemination Medical Records Systems, Computerized
View on PubMed DOI

AlphaGo, Deep Learning, and the Future of the Human Microscopist.

Archives of pathology & laboratory medicine May 1, 2017
Software Games, Recreational Humans Algorithms Computational Biology Deep Learning Microscopy Pathology, Clinical
View on PubMed DOI

Artificial Intelligence for Pathologists Is Not Near--It Is Here: Description of a Prototype That Can Transform How We Practice Pathology Tomorrow.

Archives of pathology & laboratory medicine Jul 1, 2015
CONTEXT: Pathologists' daily tasks consist of both the professional interpretation of slides and the secretarial tasks of translating these interpretations into final pathology reports, the latter of which is a time-consuming endeavor for most pathol...
Pathology, Clinical Humans Telepathology Artificial Intelligence Image Processing, Computer-Assisted
View on PubMed DOI
Popular Topics
Recent Journals