On the public citation graph

Use of BERT (Bidirectional Encoder Representations from Transformers)-Based Deep Learning Method for Extracting Evidences in Chinese Radiology Reports: Development of a Computer-Aided Liver Cancer Diagnosis Framework

0 signed · 92 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/pds.1981openalex-snapshot
Automated data capture from free-text radiology reports to enhance accuracy of hospital inpatient stroke codes
inferredcites →https://doi.org/10.1007/s10278-016-9931-8openalex-snapshot
Characterization of Change and Significance for Clinical Findings in Radiology Reports Through Natural Language Processing
inferredcites →https://doi.org/10.1007/s10278-019-00234-yopenalex-snapshot
Toward Complete Structured Information Extraction from Radiology Reports Using Machine Learning
inferredcites →https://doi.org/10.1007/s10278-019-00237-9openalex-snapshot
Automated Detection of Measurements and Their Descriptors in Radiology Reports Using a Hybrid Natural Language Processing Algorithm
inferredcites →https://doi.org/10.1007/s11239-017-1532-yopenalex-snapshot
The use of natural language processing on pediatric diagnostic radiology reports in the electronic health record to identify deep venous thrombosis in children
inferredcites →https://doi.org/10.1016/j.ijmedinf.2019.01.004openalex-snapshot
Using natural language processing to extract clinically useful information from Chinese electronic medical records
inferredcites →https://doi.org/10.1016/j.ijmedinf.2019.02.008openalex-snapshot
A systematic review of natural language processing and text mining of symptoms from electronic patient-authored text data
inferredcites →https://doi.org/10.1016/j.ijmedinf.2019.103985openalex-snapshot
Extracting comprehensive clinical information for breast cancer using deep learning methods
inferredcites →https://doi.org/10.1016/j.jbi.2012.12.005openalex-snapshot
A text processing pipeline to extract recommendations from radiology reports
inferredcites →https://doi.org/10.1016/j.jbi.2017.11.011openalex-snapshot
Clinical information extraction applications: A literature review
inferredcites →https://doi.org/10.1016/j.jbi.2019.103133openalex-snapshot
Incorporating dictionaries into deep neural networks for the Chinese clinical named entity recognition
inferredcites →https://doi.org/10.1016/j.jbi.2020.103395openalex-snapshot
Research on Chinese medical named entity recognition based on collaborative cooperation of multiple neural network models
inferredcites →https://doi.org/10.1016/j.jbi.2020.103396openalex-snapshot
Evaluating sentence representations for biomedical text: Methods and experimental results
inferredcites →https://doi.org/10.1038/s41467-018-06799-6openalex-snapshot
Master clinical medical knowledge at certificated-doctor-level with deep learning model
inferredcites →https://doi.org/10.1038/s41591-018-0335-9openalex-snapshot
Evaluation and accurate diagnoses of pediatric diseases using artificial intelligence
inferredcites →https://doi.org/10.1093/jamia/ocz200openalex-snapshot
Deep learning in clinical natural language processing: a methodical review
inferredcites →https://doi.org/10.1097/mlr.0b013e3182a30373openalex-snapshot
Validation of Case Finding Algorithms for Hepatocellular Cancer From Administrative Data and Electronic Health Records Using Natural Language Processing
inferredcites →https://doi.org/10.1109/access.2020.3020138openalex-snapshot
A Natural Language Processing Pipeline of Chinese Free-Text Radiology Reports for Liver Cancer Diagnosis
inferredcites →https://doi.org/10.1109/tcbb.2019.2914678openalex-snapshot
Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality Assurance
inferredcites →https://doi.org/10.1111/his.13975openalex-snapshot
The 2019 WHO classification of tumours of the digestive system
inferredcites →https://doi.org/10.1159/000449343openalex-snapshot
Hepatocellular Carcinoma: Therapeutic Guidelines and Medical Treatment
inferredcites →https://doi.org/10.18653/v1/n18-1202openalex-snapshot
Deep Contextualized Word Representations
inferredcites →https://doi.org/10.18653/v1/n19-1423openalex-snapshot
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
inferredcites →https://doi.org/10.2196/12239openalex-snapshot
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review
inferredcites →https://doi.org/10.24920/003589openalex-snapshot
Medical Knowledge Extraction and Analysis from Electronic Medical Records Using Deep Learning
inferredcites →https://doi.org/10.3115/v1/d14-1162openalex-snapshot
Glove: Global Vectors for Word Representation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-40688-1_6openalex-snapshot
Text Classifier of Sensationalist Headlines in Spanish Using BERT-Based Models
inferred← citeshttps://doi.org/10.1007/978-981-97-8093-8_26openalex-snapshot
Analyzing TF-IDF and BERT Approach for Bangla Text Classification Using Transformer-Based Embedding for Newspaper Sentiment Classification
inferred← citeshttps://doi.org/10.1007/s00261-025-05127-zopenalex-snapshot
Natural language processing and LLMs in liver imaging: a practical review of clinical applications
inferred← citeshttps://doi.org/10.1007/s10916-021-01761-4openalex-snapshot
Deep Learning-Based Natural Language Processing in Radiology: The Impact of Report Complexity, Disease Prevalence, Dataset Size, and Algorithm Type on Model Performance
inferred← citeshttps://doi.org/10.1007/s42979-023-01980-1openalex-snapshot
Protein Sequence Classification Using Bidirectional Encoder Representations from Transformers (BERT) Approach
inferred← citeshttps://doi.org/10.1016/b978-0-323-90032-4.00012-2openalex-snapshot
Multifractal complexity analysis-based dynamic media text categorization models by natural language processing with BERT
inferred← citeshttps://doi.org/10.1016/j.acra.2025.02.045openalex-snapshot
Knowledge Graph-Based Few-Shot Learning for Label of Medical Imaging Reports
inferred← citeshttps://doi.org/10.1016/j.artmed.2023.102552openalex-snapshot
Identifying stroke-related quantified evidence from electronic health records in real-world studies
inferred← citeshttps://doi.org/10.1016/j.csbj.2024.10.003openalex-snapshot
Text mining approach for feature extraction and cartilage disease grade classification using knee MRI radiology reports
inferred← citeshttps://doi.org/10.1016/j.dss.2024.114226openalex-snapshot
A meta-path, attention-based deep learning method to support hepatitis carcinoma predictions for improved cirrhosis patient management
inferred← citeshttps://doi.org/10.1016/j.ibmed.2026.100416openalex-snapshot
Transformer-based deep learning models for disease prediction: A systematic review
inferred← citeshttps://doi.org/10.1016/j.jacr.2024.01.012openalex-snapshot
Bidirectional Encoder Representations from Transformers in Radiology: A Systematic Review of Natural Language Processing Applications
inferred← citeshttps://doi.org/10.1016/j.patrec.2022.03.021openalex-snapshot
Scarcity-aware spam detection technique for big data ecosystem
inferred← citeshttps://doi.org/10.1038/s41598-025-95666-8openalex-snapshot
A vision attention driven Language framework for medical report generation
inferred← citeshttps://doi.org/10.1038/s41746-024-01219-0openalex-snapshot
A scoping review of large language model based approaches for information extraction from radiology reports
inferred← citeshttps://doi.org/10.1038/s41746-025-02072-5openalex-snapshot
Interpretable Multiomics Models for Predicting Surgical Interventions and Blood Transfusion Requirements in Traumatic Brain Injury
inferred← citeshttps://doi.org/10.1053/j.sult.2022.02.007openalex-snapshot
Use of Natural Language Processing (NLP) in Evaluation of Radiology Reports: An Update on Applications and Technology Advances
inferred← citeshttps://doi.org/10.1093/bib/bbac543openalex-snapshot
A comprehensive review on knowledge graphs for complex diseases
inferred← citeshttps://doi.org/10.1093/jamia/ocaf109openalex-snapshot
A DeepSeek-powered locally deployed closed-loop system for enhancing quality control in electronic nursing documentation: development and clinical validation
inferred← citeshttps://doi.org/10.1101/2024.11.13.24317214openalex-snapshot
Simple Words over Rich Imaging: Accurate Brain Disease Classification via Language Model Analysis of Radiological Reports
inferred← citeshttps://doi.org/10.1108/k-05-2022-0758openalex-snapshot
Induction of knowledge, attitude and practice of people toward a pandemic from Twitter: a comprehensive model based on opinion mining
inferred← citeshttps://doi.org/10.1109/access.2023.3245523openalex-snapshot
Identifying Alcohol-Related Information From Unstructured Bilingual Clinical Notes With Multilingual Transformers
inferred← citeshttps://doi.org/10.1109/access.2025.3582728openalex-snapshot
Natural Language Processing and Machine Learning for Analysis of Radiology Reports: A Systematic Review
inferred← citeshttps://doi.org/10.1109/blockchain53845.2021.00091openalex-snapshot
Full-Stack Hierarchical Fusion of Static Features for Smart Contracts Vulnerability Detection
inferred← citeshttps://doi.org/10.1109/icoris63540.2024.10903699openalex-snapshot
Clusterization Model of Hadith Topic in Bukhari Muslim Hadith using BERT Algorithm
inferred← citeshttps://doi.org/10.1109/jbhi.2022.3207502openalex-snapshot
Multi-Modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training
inferred← citeshttps://doi.org/10.1109/tase.2024.3515839openalex-snapshot
Knowledge-Informed Machine Learning for Cancer Diagnosis and Prognosis: A Review
inferred← citeshttps://doi.org/10.1109/tcbb.2022.3170301openalex-snapshot
PhenoBERT: A Combined Deep Learning Method for Automated Recognition of Human Phenotype Ontology
inferred← citeshttps://doi.org/10.1111/liv.15891openalex-snapshot
Using GPT ‐4 for LI‐RADS feature extraction and categorization with multilingual free‐text reports
inferred← citeshttps://doi.org/10.1148/ryai.210085openalex-snapshot
Automatic Diagnosis Labeling of Cardiovascular MRI by Using Semisupervised Natural Language Processing of Text Reports
inferred← citeshttps://doi.org/10.11591/ijai.v13.i2.pp1732-1740openalex-snapshot
Using natural language processing to evaluate the impact of specialized transformers models on medical domain tasks
inferred← citeshttps://doi.org/10.1186/s12876-025-03608-5openalex-snapshot
A foundation systematic review of natural language processing applied to gastroenterology & hepatology
inferred← citeshttps://doi.org/10.1186/s12911-022-01946-yopenalex-snapshot
Automatic text classification of actionable radiology reports of tinnitus patients using bidirectional encoder representations from transformer (BERT) and in-domain pre-training (IDPT)
inferred← citeshttps://doi.org/10.1186/s12911-023-02239-8openalex-snapshot
RegEMR: a natural language processing system to automatically identify premature ovarian decline from Chinese electronic medical records
inferred← citeshttps://doi.org/10.1186/s12911-025-02994-wopenalex-snapshot
MISTIC: a novel approach for metastasis classification in Italian electronic health records using transformers
inferred← citeshttps://doi.org/10.1186/s43055-026-01779-zopenalex-snapshot
A comprehensive review on deep learning for liver cancer detection: research challenges and future directions
inferred← citeshttps://doi.org/10.1200/cci.22.00153openalex-snapshot
Using Recurrent Neural Networks to Extract High-Quality Information From Lung Cancer Screening Computerized Tomography Reports for Inter-Radiologist Audit and Feedback Quality Improvement
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4249448/v1openalex-snapshot
Systematic Review of Natural Language Processing Applied to Gastroenterology & Hepatology: The Current State of the Art
inferred← citeshttps://doi.org/10.21203/rs.3.rs-5128451/v1openalex-snapshot
A Systematic Review of Large Language Models in Medical Specialties: Applications, Challenges and Future Directions
inferred← citeshttps://doi.org/10.21203/rs.3.rs-5128451/v2openalex-snapshot
A Systematic Review of Large Language Models in Medical Specialties: Applications, Challenges and Future Directions
inferred← citeshttps://doi.org/10.2174/1574893618666230419084754openalex-snapshot
Survival Prediction of Esophageal Squamous Cell Carcinoma Based on the Prognostic Index and Sparrow Search Algorithm-Support Vector Machine
inferred← citeshttps://doi.org/10.2196/19905openalex-snapshot
Patient Representation From Structured Electronic Medical Records Based on Embedding Technique: Development and Validation Study
inferred← citeshttps://doi.org/10.2196/26892openalex-snapshot
Constructing High-Fidelity Phenotype Knowledge Graphs for Infectious Diseases With a Fine-Grained Semantic Information Model: Development and Usability Study
inferred← citeshttps://doi.org/10.2196/37213openalex-snapshot
Deep Phenotyping of Chinese Electronic Health Records by Recognizing Linguistic Patterns of Phenotypic Narratives With a Sequence Motif Discovery Tool: Algorithm Development and Validation
inferred← citeshttps://doi.org/10.2196/40534openalex-snapshot
Natural Language Processing and Graph Theory: Making Sense of Imaging Records in a Novel Representation Frame
inferred← citeshttps://doi.org/10.2196/44537openalex-snapshot
Detecting Ground Glass Opacity Features in Patients With Lung Cancer: Automated Extraction and Longitudinal Analysis via Deep Learning–Based Natural Language Processing
inferred← citeshttps://doi.org/10.2196/54580openalex-snapshot
An Entity Extraction Pipeline for Medical Text Records Using Large Language Models: Analytical Study
inferred← citeshttps://doi.org/10.2196/60334openalex-snapshot
Chinese Clinical Named Entity Recognition With Segmentation Synonym Sentence Synthesis Mechanism: Algorithm Development and Validation
inferred← citeshttps://doi.org/10.2196/65984openalex-snapshot
Large Language Model Applications for Health Information Extraction in Oncology: Scoping Review
inferred← citeshttps://doi.org/10.2196/68707openalex-snapshot
Performance of Natural Language Processing for Information Extraction From Electronic Health Records Within Cancer: Systematic Review
inferred← citeshttps://doi.org/10.2214/ajr.23.29120openalex-snapshot
Development and External Validation of an Artificial Intelligence Model for Identifying Radiology Reports Containing Recommendations for Additional Imaging
inferred← citeshttps://doi.org/10.3389/fonc.2022.913806openalex-snapshot
Using a classification model for determining the value of liver radiological reports of patients with colorectal cancer
inferred← citeshttps://doi.org/10.3389/fphar.2021.831149openalex-snapshot
The Real-Time and Patient-Specific Prediction for Duration and Recovery Profile of Cisatracurium Based on Deep Learning Models
inferred← citeshttps://doi.org/10.3389/fpsyt.2022.966758openalex-snapshot
Association between depressive symptoms and diagnosis of diabetes and its complications: A network analysis in electronic health records
inferred← citeshttps://doi.org/10.3390/en14154649openalex-snapshot
Efficient Design of Energy Disaggregation Model with BERT-NILM Trained by AdaX Optimization Method for Smart Grid
inferred← citeshttps://doi.org/10.3390/info16060489openalex-snapshot
A Systematic Review of Large Language Models in Medical Specialties: Applications, Challenges and Future Directions
inferred← citeshttps://doi.org/10.3390/jimaging8050131openalex-snapshot
BI-RADS BERT and Using Section Segmentation to Understand Radiology Reports
inferred← citeshttps://doi.org/10.4018/979-8-3373-0442-7.ch031openalex-snapshot
Predictive Models for Recruiting Talent in Autonomous Vehicle Safety Development
inferred← citeshttps://doi.org/10.4018/979-8-3693-5613-5.ch011openalex-snapshot
Beyond Boundaries
inferred← citeshttps://doi.org/10.4018/979-8-3693-6824-4.ch014openalex-snapshot
The Future of ChatGPT
inferred← citeshttps://doi.org/10.4018/ijkm.336549openalex-snapshot
Application of Knowledge Sharing Decision Model Based on Computer-Aided System in Student Education Management Platform
inferred← citeshttps://doi.org/10.54254/2753-8818/46/20240618openalex-snapshot
Applications of machine learning to electronic health record data in liver-related disease
inferred← citeshttps://doi.org/10.5753/sbcas.2024.2761openalex-snapshot
LungRads+AI: Automatização do Índice Lung-RADS em Laudos de TC de Tórax
inferred← citeshttps://doi.org/10.6084/m9.figshare.20408836openalex-snapshot
Additional file 1 of Automatic text classification of actionable radiology reports of tinnitus patients using bidirectional encoder representations from transformer (BERT) and in-domain pre-training (IDPT)
inferred← citeshttps://doi.org/10.6084/m9.figshare.23707076openalex-snapshot
Additional file 1 of RegEMR: a natural language processing system to automatically identify premature ovarian decline from Chinese electronic medical records
inferred← citeshttps://doi.org/10.66224/jist.51529.14.54.99openalex-snapshot
Optimization of Hyperparameters of BERT Model in Sentiment Analysis Using Genetic Algorithm
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.