On the public citation graph
Exploiting semantic patterns over biomedical knowledge graphs for predicting treatment and causative relations
0 signed · 96 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.
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known work and none has been retracted — and get a dated CiteStamped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.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/asi.1104.absopenalex-snapshot
Using concepts in literature‐based discovery: Simulating Swanson's Raynaud–fish oil and migraine–magnesium discoveries
inferredcites →https://doi.org/10.1007/978-3-319-26832-3_55openalex-snapshot
Predicting Treatment Relations with Semantic Patterns over Biomedical Knowledge Graphs
inferredcites →https://doi.org/10.1007/978-3-642-15939-8_10openalex-snapshot
Modeling Relations and Their Mentions without Labeled Text
inferredcites →https://doi.org/10.1007/978-3-642-23780-5openalex-snapshot
Label Noise-Tolerant Hidden Markov Models for Segmentation: Application to ECGs
inferredcites →https://doi.org/10.1016/j.jbi.2003.11.003openalex-snapshot
The interaction of domain knowledge and linguistic structure in natural language processing: interpreting hypernymic propositions in biomedical text
inferredcites →https://doi.org/10.1016/j.jbi.2009.09.003openalex-snapshot
Reflective Random Indexing and indirect inference: A scalable method for discovery of implicit connections
inferredcites →https://doi.org/10.1016/j.jbi.2011.04.005openalex-snapshot
Using a shallow linguistic kernel for drug–drug interaction extraction
inferredcites →https://doi.org/10.1016/j.jbi.2012.07.003openalex-snapshot
Discovering discovery patterns with predication-based Semantic Indexing
inferredcites →https://doi.org/10.1016/j.jbi.2012.09.004openalex-snapshot
A graph-based recovery and decomposition of Swanson’s hypothesis using semantic predications
inferredcites →https://doi.org/10.1016/j.jbi.2014.01.004openalex-snapshot
Using semantic predications to uncover drug–drug interactions in clinical data
inferredcites →https://doi.org/10.1016/j.jbi.2015.01.014openalex-snapshot
Context-driven automatic subgraph creation for literature-based discovery
inferredcites →https://doi.org/10.1016/j.jbi.2015.03.002openalex-snapshot
Extracting drug–drug interactions from literature using a rich feature-based linear kernel approach
inferredcites →https://doi.org/10.1016/j.jbi.2017.06.010openalex-snapshot
Predicting mental conditions based on “history of present illness” in psychiatric notes with deep neural networks
inferredcites →https://doi.org/10.1038/psp.2014.37openalex-snapshot
Predicting High‐Throughput Screening Results With Scalable Literature‐Based Discovery Methods
inferredcites →https://doi.org/10.1038/sdata.2017.29openalex-snapshot
A standard database for drug repositioning
inferredcites →https://doi.org/10.1093/bib/bbr005openalex-snapshot
Literature mining, ontologies and information visualization for drug repurposing
inferredcites →https://doi.org/10.1093/bib/bbv020openalex-snapshot
A survey of current trends in computational drug repositioning
inferredcites →https://doi.org/10.1093/bib/bbw001openalex-snapshot
Bridging semantics and syntax with graph algorithms—state-of-the-art of extracting biomedical relations
inferredcites →https://doi.org/10.1093/bioinformatics/btl616openalex-snapshot
RelEx—Relation extraction using dependency parse trees
inferredcites →https://doi.org/10.1093/bioinformatics/bts591openalex-snapshot
SemMedDB: a PubMed-scale repository of biomedical semantic predications
inferredcites →https://doi.org/10.1093/database/baq036openalex-snapshot
PubMed and beyond: a survey of web tools for searching biomedical literature
inferredcites →https://doi.org/10.1093/nar/gkw993openalex-snapshot
DrugCentral: online drug compendium
inferredcites →https://doi.org/10.1136/amiajnl-2011-000203openalex-snapshot
2010 i2b2/VA challenge on concepts, assertions, and relations in clinical text
inferredcites →https://doi.org/10.1136/amiajnl-2014-002649openalex-snapshot
Validating drug repurposing signals using electronic health records: a case study of metformin associated with reduced cancer mortality
inferredcites →https://doi.org/10.1145/2110363.2110396openalex-snapshot
An up-to-date knowledge-based literature search and exploration framework for focused bioscience domains
inferredcites →https://doi.org/10.1162/tacl_a_00234openalex-snapshot
Modeling Missing Data in Distant Supervision for Information Extraction
inferredcites →https://doi.org/10.1186/2041-1480-2-s5-s4openalex-snapshot
Automatic extraction of semantic relations between medical entities: a rule based approach
inferredcites →https://doi.org/10.3115/1572364.1572373openalex-snapshot
Investigation of unsupervised pattern learning techniques for bootstrap construction of a medical treatment lexicon
inferredcites →https://doi.org/10.3115/1690219.1690287openalex-snapshot
Distant supervision for relation extraction without labeled data
inferredcites →https://doi.org/10.3115/981311openalex-snapshot
Proceedings of the 21st annual meeting on Association for Computational Linguistics -
inferredcites →https://doi.org/10.4137/cin.s13889openalex-snapshot
Exploiting Literature-derived Knowledge and Semantics to Identify Potential Prostate Cancer Drugs
inferredcites →https://doi.org/10.48550/arxiv.1201.0490openalex-snapshot
Scikit-learn: Machine Learning in Python
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-030-59137-3_12openalex-snapshot
Drug-Drug Interaction Prediction on a Biomedical Literature Knowledge Graph
inferred← citeshttps://doi.org/10.1007/978-3-031-33455-9_1openalex-snapshot
Explainable Drug Repurposing in Context via Deep Reinforcement Learning
inferred← citeshttps://doi.org/10.1007/978-3-031-88999-8_14openalex-snapshot
Drug Repositioning via Entity Transformation in Biomedical Knowledge Systems
inferred← citeshttps://doi.org/10.1007/978-3-031-97141-9_6openalex-snapshot
How Important is Domain-Specific Language Model Pretraining and Instruction Finetuning for Biomedical Relation Extraction?
inferred← citeshttps://doi.org/10.1007/978-981-19-5194-7_20openalex-snapshot
Visual Analysis of the National Characteristics of the COVID-19 Vaccine Based on Knowledge Graph
inferred← citeshttps://doi.org/10.1007/s11192-021-03880-8openalex-snapshot
Towards medical knowmetrics: representing and computing medical knowledge using semantic predications as the knowledge unit and the uncertainty as the knowledge context
inferred← citeshttps://doi.org/10.1007/s13755-022-00179-7openalex-snapshot
Exploring relationship between emotion and probiotics with knowledge graphs
inferred← citeshttps://doi.org/10.1007/s42001-023-00236-5openalex-snapshot
An empirical study of sentiment analysis utilizing machine learning and deep learning algorithms
inferred← citeshttps://doi.org/10.1016/j.artmed.2020.101927openalex-snapshot
Learning an expandable EMR-based medical knowledge network to enhance clinical diagnosis
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.113092openalex-snapshot
Combining N-grams and graph convolution for text classification
inferred← citeshttps://doi.org/10.1016/j.cmpb.2024.108106openalex-snapshot
Medical long-tailed learning for imbalanced data: Bibliometric analysis
inferred← citeshttps://doi.org/10.1016/j.cotox.2019.05.005openalex-snapshot
Ontology-based data integration for advancing toxicological knowledge
inferred← citeshttps://doi.org/10.1016/j.jbi.2021.103710openalex-snapshot
Knowledge-aware multi-center clinical dataset adaptation: Problem, method, and application
inferred← citeshttps://doi.org/10.1016/j.jbi.2021.103820openalex-snapshot
Causal relationship extraction from biomedical text using deep neural models: A comprehensive survey
inferred← citeshttps://doi.org/10.1016/j.jbi.2023.104307openalex-snapshot
Defining the distance between diseases using SNOMED CT embeddings
inferred← citeshttps://doi.org/10.1016/j.jbi.2023.104403openalex-snapshot
Towards electronic health record-based medical knowledge graph construction, completion, and applications: A literature study
inferred← citeshttps://doi.org/10.1016/j.jbi.2024.104607openalex-snapshot
Temporal attention networks for biomedical hypothesis generation
inferred← citeshttps://doi.org/10.1016/j.jocs.2026.103029openalex-snapshot
A Siamese Neural Network framework for computational drug repositioning using literature-derived biomedical knowledge
inferred← citeshttps://doi.org/10.1017/s135132492100036xopenalex-snapshot
A survey of the extraction and applications of causal relations
inferred← citeshttps://doi.org/10.1038/s41598-023-34981-4openalex-snapshot
From language models to large-scale food and biomedical knowledge graphs
inferred← citeshttps://doi.org/10.1038/s41598-025-14467-1openalex-snapshot
Deep learning approach for automated hMPV classification
inferred← citeshttps://doi.org/10.1055/s-0039-1677937openalex-snapshot
A Year of Papers Using Biomedical Texts: Findings from the Section on Natural Language Processing of the IMIA Yearbook
inferred← citeshttps://doi.org/10.1093/database/baac037openalex-snapshot
AnthraxKP: a knowledge graph-based, Anthrax Knowledge Portal mined from biomedical literature
inferred← citeshttps://doi.org/10.1101/2020.04.30.071407openalex-snapshot
A Framework for Automated Construction of Heterogeneous Large-Scale Biomedical Knowledge Graphs
inferred← citeshttps://doi.org/10.1101/2025.10.17.683161openalex-snapshot
Biomedical Hypothesis Explainability with Graph-Based Context Retrieval
inferred← citeshttps://doi.org/10.1101/2025.11.05.686382openalex-snapshot
ECLIPSE: Exploration of Complex Ligand-Protein Interactions through Learning from Systems-level Heterogeneous Biomedical Knowledge Graphs
inferred← citeshttps://doi.org/10.1109/access.2018.2886311openalex-snapshot
GrEDeL: A Knowledge Graph Embedding Based Method for Drug Discovery From Biomedical Literatures
inferred← citeshttps://doi.org/10.1109/access.2023.3241806openalex-snapshot
A Place Recommendation Approach Using Word Embeddings in Conceptual Spaces
inferred← citeshttps://doi.org/10.1109/bigdata62323.2024.10825729openalex-snapshot
FPP-Hunter: Expert-Guided Discovery Of Functional Path Patterns
inferred← citeshttps://doi.org/10.1109/cbms58004.2023.00291openalex-snapshot
Analysing Biomedical Knowledge Graphs using Prime Adjacency Matrices
inferred← citeshttps://doi.org/10.1109/csrswtc50769.2020.9372678openalex-snapshot
Construction of Knowledge Graph of Stroke Based on Meta-analysis Literature
inferred← citeshttps://doi.org/10.1109/iccect57938.2023.10141245openalex-snapshot
Design of Translation Accuracy Correction Algorithm for English Translation Software Based on Semantic Relations
inferred← citeshttps://doi.org/10.1109/icei.2019.00045openalex-snapshot
Electric Device Abnormal Detection Based on IoT and Knowledge Graph
inferred← citeshttps://doi.org/10.1109/ichora69329.2026.11536978openalex-snapshot
Enhancing Trust in Automated Fact-Checking: Claim Veracity Classification Via Transformers and Explainable AI
inferred← citeshttps://doi.org/10.1109/jiot.2019.2960150openalex-snapshot
A Semantic Collaboration Method Based on Uniform Knowledge Graph
inferred← citeshttps://doi.org/10.1109/tcbb.2020.2979959openalex-snapshot
Biomedical Knowledge Graphs Construction From Conditional Statements
inferred← citeshttps://doi.org/10.1109/ubmk52708.2021.9558945openalex-snapshot
On Comparative Classification of Relevant Covid-19 Tweets
inferred← citeshttps://doi.org/10.1109/ubmk52708.2021.9559001openalex-snapshot
A Comparative Analysis on Medical Article Classification Using Text Mining & Machine Learning Algorithms
inferred← citeshttps://doi.org/10.1111/cpf.12686openalex-snapshot
Machine learning for predictive data analytics in medicine: A review illustrated by cardiovascular and nuclear medicine examples
inferred← citeshttps://doi.org/10.1145/3592597openalex-snapshot
A Survey of Threats to Research Literature-dependent Medical AI Solutions
inferred← citeshttps://doi.org/10.1146/annurev-biodatasci-010820-091627openalex-snapshot
Knowledge-Based Biomedical Data Science
inferred← citeshttps://doi.org/10.11606/t.55.2021.tde-20042022-141047openalex-snapshot
Uma abordagem híbrida para detecção de relacionamentos causais aplicados à descoberta baseada em literatura
inferred← citeshttps://doi.org/10.1186/s12859-020-3517-7openalex-snapshot
Broad-coverage biomedical relation extraction with SemRep
inferred← citeshttps://doi.org/10.1289/ehp7215openalex-snapshot
Community Approaches for Integrating Environmental Exposures into Human Models of Disease
inferred← citeshttps://doi.org/10.17615/dmfd-x198openalex-snapshot
Validation approaches for computational drug repurposing: a review.
inferred← citeshttps://doi.org/10.2147/dddt.s270379openalex-snapshot
Integrating Unified Medical Language System and Kleinberg’s Burst Detection Algorithm into Research Topics of Medications for Post-Traumatic Stress Disorder
inferred← citeshttps://doi.org/10.2196/13430openalex-snapshot
Impact of Automatic Query Generation and Quality Recognition Using Deep Learning to Curate Evidence From Biomedical Literature: Empirical Study
inferred← citeshttps://doi.org/10.2196/20675openalex-snapshot
The Unified Medical Language System at 30 Years and How It Is Used and Published: Systematic Review and Content Analysis
inferred← citeshttps://doi.org/10.2196/30426openalex-snapshot
Identifying Cases of Shoulder Injury Related to Vaccine Administration (SIRVA) in the United States: Development and Validation of a Natural Language Processing Method
inferred← citeshttps://doi.org/10.2196/32730openalex-snapshot
Adverse Drug Event Prediction Using Noisy Literature-Derived Knowledge Graphs: Algorithm Development and Validation
inferred← citeshttps://doi.org/10.2339/politeknik.1386467openalex-snapshot
Machine Learning based Network Intrusion Detection with Hybrid Frequent Item Set Mining
inferred← citeshttps://doi.org/10.26599/bdma.2022.9020021openalex-snapshot
Medical Knowledge Graph: Data Sources, Construction, Reasoning, and Applications
inferred← citeshttps://doi.org/10.31083/ko39497openalex-snapshot
Topical Evolution and Thematic Progression of Research Frontiers: The Field of Knowledge Graphs
inferred← citeshttps://doi.org/10.3389/fcpxs.2023.1208066openalex-snapshot
Information guided adaptation of complex biological systems
inferred← citeshttps://doi.org/10.3390/app10062157openalex-snapshot
Trends and Features of the Applications of Natural Language Processing Techniques for Clinical Trials Text Analysis
inferred← citeshttps://doi.org/10.3390/ijerph18178985openalex-snapshot
Catalyzing Knowledge-Driven Discovery in Environmental Health Sciences through a Community-Driven Harmonized Language
inferred← citeshttps://doi.org/10.35143/jkt.v8i1.5373openalex-snapshot
Knowledge Graph Modeling in Healthcare: A Bibliometric Analysis
inferred← citeshttps://doi.org/10.61112/jiens.1529215openalex-snapshot
Generating informative chest X-ray captions with LSTM architecture
inferred← citeshttps://doi.org/10.7150/jca.32739openalex-snapshot
Tracking knowledge evolution, hotspots and future directions of emerging technologies in cancers research: a bibliometrics review
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.