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Cardiovascular disease: Research, Events & Art

Cardiovascular disease (CVD) is any disease involving the heart or blood vessels. CVDs include coronary artery diseases (e.g. angina, heart attack), heart failure, hypertensive heart disease, rheumatic heart disease, cardiomyopathy, arrhythmia, congenital heart disease, valvular heart disease, carditis, aortic aneurysms, peripheral artery disease…

Language: English [EN]
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Cardiovascular disease topic overview

The analysis highlights Research, Events and Art as prominent areas in the source structure around Cardiovascular disease.

Related topics
195
Source areas
10
Connected nodes
205
Extracted relationships
181
Related term clusters
74
Bridge connections
205

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

Overview · 77 topics
Risk factors · 36 topics
Prevention · 30 topics
Types · 21 topics
Diet · 15 topics
Screening · 7 topics
Management · 6 topics
Epidemiology · 1 topics
Pathophysiology · 1 topics
Research · 1 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

Key facts & relationships

High-confidence facts extracted from structured source data. Use them as anchors for further research.

Complications
Heart failure, heart attack, stroke, aneurysm, peripheral artery disease, sudden cardiac arrest.
Deaths
17.9 million / 32% (2015)
Medication
Aspirin, beta blockers, blood thinners
Prevention
Healthy eating, exercise, avoiding tobacco smoke, limited alcohol intake, Overall lifestyle changes
Risk factors
Diabetes, high blood lipids, excess weight, Smoking, excessive drug use, excessive alcohol intake, genetic predisposition
Specialty
Cardiology

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Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Overview

Types

Risk factors

Diet

Pathophysiology

Screening

Prevention

Management

Epidemiology

Research

For the semantics nerds

You can skip this section if you’re here for content ideas and keyword inspiration.

Advanced semantic analysis

How Cardiovascular disease connects Entity context

The extracted context around Cardiovascular disease shows recurring relationship patterns in the source. For example, Cardiovascular disease → Adults, American Heart Association, Currently, CVD, Decrease, Decreasing, EVENTs, Excessive, HDL, Limit, Lower, Lowering, Maintaining, Mediterranean, Mental, People, Predicting Risk, PREVENT, Psychosocial, Replacing Another extracted example is Cardiovascular disease → ACE, Aspirin, Cardiovascular, CVD, Influenza, MI, PA, Proper CVD, QALY, Regarding MI, US. Use these groups to spot repeated connection types before inspecting the individual relationships.

Cardiovascular disease

Top relations

has prevention · 26
Cardiovascular disease → Adults, American Heart Association, Currently, CVD, Decrease, Decreasing, EVENTs, Excessive, HDL, Limit, Lower, Lowering, Maintaining, Mediterranean, Mental, People, Predicting Risk, PREVENT, Psychosocial, Replacing
related to Management · 11
Cardiovascular disease → ACE, Aspirin, Cardiovascular, CVD, Influenza, MI, PA, Proper CVD, QALY, Regarding MI, US
related to Sex · 11
Cardiovascular disease → Among, Another, Coronary, CVD, Estrogen, HDL, LDL, One, UN, Women, World Health Organization
related to Cardiovascular risk assessment · 9
Cardiovascular disease → A-I, Age, B-type, C-reactive, CRP, Existing, High, N-terminal, NT-proBNP
related to Medication · 9
Cardiovascular disease → Adherence, Blood, CETP Inhibitors, Fibrates, HDL, Larger, Niacin, Statins, United States
related to Screening · 9
Cardiovascular disease → ABI, Additionally, Ankle-brachial, C-reactive, ECGs, Health, NIH, Screening ECGs, The National Institutes
related to Epidemiology · 8
Cardiovascular disease → According, Africa, Cardiovascular, Deaths, Indian Heart Association, Organizations, South Asian, World Heart Federation
related to Radiation therapy · 7
Cardiovascular disease → Radiation, Radiation-induced, RT, Side-effects, Symptoms, Therapeutic, Use
related to Socioeconomic disadvantage · 7
Cardiovascular disease → Although, Cardiovascular, Health, Policies, Psychosocial, Social Determinants, The Commission
related to Air pollution · 6
Cardiovascular disease → Currently, CVD, Overall, Particulate, PM, PM2

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

disease cardiovascular risk heart blood may pressure associated high coronary evidence also stroke people factors found cvd diseases increased sleep

Cardiovascular disease relationships Subject–Predicate–Object triples

TTTA extracted 181 structured relationships around Cardiovascular disease. Examples in this analysis include Cardiovascular disease → Complications → Heart failure, heart attack, stroke, aneurysm, peripheral artery disease, sudden cardiac arrest. and Cardiovascular disease → Deaths → 17.9 million / 32% (2015). The table shows each extracted connection, where it came from and its confidence.

SubjectPredicateObjectConfidenceSrc
Cardiovascular diseaseComplicationsHeart failure, heart attack, stroke, aneurysm, peripheral artery disease, sudden cardiac arrest.1.00infobox
Cardiovascular diseaseDeaths17.9 million / 32% (2015)1.00infobox
Cardiovascular diseaseMedicationAspirin, beta blockers, blood thinners1.00infobox
Cardiovascular diseasePreventionHealthy eating, exercise, avoiding tobacco smoke, limited alcohol intake, Overall lifestyle changes1.00infobox
Cardiovascular diseaseRisk factorsDiabetes, high blood lipids, excess weight, Smoking, excessive drug use, excessive alcohol intake, genetic predisposition1.00infobox
Cardiovascular diseaseSpecialtyCardiology1.00infobox
Cardiovascular diseaseSymptomsChest pain, shortness of breath, fatigue, loss of consciousness1.00infobox
Cardiovascular diseaseTreatmentTreating high blood pressure, high blood lipids, diabetes1.00infobox
Cardiovascular diseaseTypesCoronary artery diseases, stroke, heart failure, hypertensive heart disease, rheumatic heart disease, cardiomyopathy, Arrhythmia1.00infobox
Cardiovascular diseaseUsual onsetOlder adults1.00infobox
Cardiovascular diseaseis amost life-threatening of the diabetic complications and diabetics are two- to four-fold more likely to die of cardiovascular-related causes than nondiabetics0.90text
cholineinstance ofThis is produced by gut bacteria from compounds0.80text

Related concept clusters Related term clusters

The concept neighborhoods around Cardiovascular disease bring nearby vocabulary together. In this analysis, examples include Disease, Risk and May. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

  • Cardiovascular disease
    • Disease
    • Risk
    • May
    • Evidence
    • Coronary
    • Diseases
    • Associated
    • Found
    • Diet
    • Factors
    • Increased
    • Heart
  • cardiovascular disease
    • Disease
    • Risk
    • Heart
    • May
    • Evidence
    • Coronary
    • Diseases
    • Associated
    • Increased
    • Found
    • People
    • Diet
  • disease
    • Heart
    • Risk
    • Coronary
    • Associated
    • Increased
    • May
    • People
    • Consumption
    • Diseases
    • Evidence
    • Stroke
    • Found
  • blood vessels
    • Pressure
    • High
    • Also
    • Diabetes
    • Cholesterol
    • Risk
    • Heart
    • Cardiovascular
    • Sleep
    • Evidence
    • Diet
    • May
  • coronary artery diseases
    • Coronary
    • Heart
    • Stroke
    • Disease
    • Also
    • Factors
    • Deaths
    • Diabetes
    • Diseases
    • Increased
    • Health
    • People
  • hypertensive heart disease
    • Heart
    • Risk
    • Stroke
    • Coronary
    • Associated
    • Increased
    • May
    • People
    • Consumption
    • Diseases
    • Evidence
    • Found
  • rheumatic heart disease
    • Heart
    • Risk
    • Stroke
    • Coronary
    • Associated
    • Increased
    • May
    • People
    • Consumption
    • Diseases
    • Evidence
    • Found
  • congenital heart disease
    • Heart
    • Risk
    • Stroke
    • Coronary
    • Associated
    • Increased
    • May
    • People
    • Consumption
    • Diseases
    • Evidence
    • Found

Connections between topic areas Semantic bridges

For Cardiovascular disease, one of the stronger structural bridges in this analysis connects Cardiovascular disease with Overview. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3
Cardiovascular disease — Overview · splits 128 ⟂ 78
Cardiovascular disease — Risk factors · splits 169 ⟂ 37
Cardiovascular disease — Prevention · splits 175 ⟂ 31
Cardiovascular disease — Types · splits 184 ⟂ 22
Cardiovascular disease — Diet · splits 190 ⟂ 16
Cardiovascular disease — Screening · splits 198 ⟂ 8
Cardiovascular disease — Management · splits 199 ⟂ 7

Map overview Semantic statistics

Cardiovascular disease

Nodes206
Edges205
Triples181
Avg. degree1.99
Density0.009709
Components1

Source & methodology

TTTA analyzes the structure around Cardiovascular disease to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Research, Events & Art, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — Cardiovascular disease · EN edition · Analysis: TopicsToTalkAbout

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