Natural Language Processing in Pathology: Current Trends and Future Insights

Automated classification of cancer morphology from Italian pathology reports using Natural Language Processing techniques: A rule-based approach

(2021) Linda Hammami et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A Deep Learning Approach to Diagnostic Classification of Prostate Cancer Using Pathology–Radiology Fusion

(2021) Pegah Khosravi et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Using case-level context to classify cancer pathology reports

(2020) Shang Gao et al.   PLoS One

Artificial Intelligence in Pathology

(2020) Keluo Yao et al.   ADVANCES IN ANATOMIC PATHOLOGY

Closing the translation gap: AI applications in digital pathology

(2020) David F. Steiner et al.   BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER

Transformation of Pathology Reports Into the Common Data Model With Oncology Module: Use Case for Colon Cancer

(2020) Borim Ryu et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

(2019) Jinhyuk Lee et al.   BIOINFORMATICS

Strengths, Weaknesses, Opportunities, and Threats Analysis of Artificial Intelligence and Machine Learning Applications in Radiology

(2019) Teodoro Martín Noguerol et al.   Journal of the American College of Radiology

Classifying cancer pathology reports with hierarchical self-attention networks

(2019) Shang Gao et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks

(2019) Mohammed Alawad et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Next generation diagnostic pathology: use of digital pathology and artificial intelligence tools to augment a pathological diagnosis

(2019) Anil V. Parwani   Diagnostic Pathology

Artificial intelligence approaches using natural language processing to advance EHR-based clinical research

(2019) Young Juhn et al.   JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY

Deep Learning for Automated Extraction of Primary Sites From Cancer Pathology Reports

(2018) John X. Qiu et al.   IEEE Journal of Biomedical and Health Informatics

Artificial intelligence in medicine

(2017) Pavel Hamet et al.   METABOLISM-CLINICAL AND EXPERIMENTAL

Machine learning classification of surgical pathology reports and chunk recognition for information extraction noise reduction

(2016) Giulio Napolitano et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Preparing a collection of radiology examinations for distribution and retrieval

(2015) Dina Demner-Fushman et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Symbolic rule-based classification of lung cancer stages from free-text pathology reports

(2010) Anthony N Nguyen et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications

(2010) Guergana K Savova et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

What can natural language processing do for clinical decision support?

(2009) Dina Demner-Fushman et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Automatically extracting cancer disease characteristics from pathology reports into a Disease Knowledge Representation Model

(2008) Anni Coden et al.   JOURNAL OF BIOMEDICAL INFORMATICS