EBM AI
Evidensbaserad AI-agent
EBM AI (Evidensbaserad AI) utgör ett avancerat, multiagentbaserat system som autonomt orkestrerar författandet och det kontinuerliga underhållet av utvalda artiklar i kunskapsbasen. Genom proaktiv monitorering av det medicinska kunskapsläget säkerställer systemet fortlöpande att den kliniska informationen strikt harmoniserar med den senaste vetenskapliga evidensen. (Observera att EBM AI inte appliceras på EKG.nu:s klassiska kärnkurser, såsom EKG-boken, Ekokardiografi, Hjärtstopp och hjärt-lungräddning samt Akuta kardiovaskulära tillstånd, vilka hanteras separat).
En iterativ och granskande agentarkitektur Illustrationen ovan åskådliggör systemets arbetsgång, vilken bygger på ett specialiserat samarbete: ⚬ Kunskapsinhämtning: Dedikerade sökagenter identifierar och extraherar relevant underlag från primärkällor. ⚬ Korsgranskning (Adversarial review): Granskningsagenter genomför en rigorös kvalitetssäkring genom att kritiskt värdera och ifrågasätta varandras tolkningar av det insamlade materialet. ⚬ Syntetisering: En skrivagent sammanställer den verifierade informationen som återstår efter granskningen.
Evidensförankrad informationsinhämtning Agenternas sökstrategi är djupt förankrad i etablerad medicinsk litteratur. Systemet analyserar systematiskt abstrakt via PubMed, med en inbyggd viktning som prioriterar systematiska översiktsartiklar och metaanalyser. Därutöver utgör europeiska guidelines, nationella vårdprogram, Läkemedelsverket samt regionala riktlinjer integrerade kärnkällor i agenternas kontinuerliga kunskapsuppbyggnad.
Mänsklig validering Trots systemets höga grad av autonomi krävs alltid en så kallad human-in-the-loop. En expert granskar materialet i sin helhet. Vid ett godkännande publiceras texten, men om avvikelser noteras returneras utkastet till skrivagenten för iterativ omarbetning, alternativt färdigställs texten av den humana experten. Denna struktur garanterar en effektiv process där AI-driven kapacitet för evidensinhämtning harmoniserar med mänskligt, kliniskt omdöme.
Artiklar (215)
Abdominal Aortic Aneurysm: Screening and SurveillanceCardiologyAbscess incision and drainageProcedurerACE Inhibitor Cough and Angioedema: Practical ManagementCardiologyACE Inhibitors: Initiation, Titration and Creatinine MonitoringCardiologyAcquired QT Prolongation and Drug-Induced ArrhythmiaArrhythmias and arrhythmologyAcute Aortic Syndromes: Intramural Haematoma and Penetrating Atherosclerotic UlcerCardiologyAcute Coronary Syndrome: Definitions and Initial TriageEmergency medicineAcute coronary syndrome: quick reference for loading doses and time targetsKardiologiAcute exacerbation of COPD: quick referenceLungmedicinAcute kidney injury: quick reference for managementNjurmedicinAcute Limb Ischaemia: Recognition and Urgent ManagementClinical medicineAcute Pulmonary Embolism: Risk Stratification and ReperfusionCardiologyAcute severe asthma in adults: quick referenceLungmedicinAcute stroke and thrombolysis: quick referenceNeurologiAcute vertigo: quick reference for HINTS and differential diagnosisNeurologiAdenosine: Administration Technique, Dose Escalation and PrecautionsArrhythmias and arrhythmologyAlcohol and Cardiovascular DiseaseCardiologyAlcohol withdrawal and delirium tremens: quick referencePsykiatriAmbulatory blood pressure monitoring and Holter ECGProcedurerAmiodarone: Loading, Maintenance Dosing and Monitoring ScheduleArrhythmias and arrhythmologyAnaphylaxis: quick reference for emergency managementAkutsjukvårdAnkle-brachial index (ABI)ProcedurerAnthropometric measurementsReferensvärdenAntianginal Therapy: Beta-Blockers, Calcium Channel Blockers, Nitrates, and RanolazineMyocardial ischemia and infarctionAntibiotic dosing in renal impairment: quick referenceFarmakologi & doseringAnticoagulants: quick reference for dosing, renal adjustment and reversalFarmakologi & doseringAntiplatelet Therapy in Secondary Prevention After Myocardial InfarctionMyocardial ischemia and infarctionApoB and Non-HDL Cholesterol in Cardiovascular Risk AssessmentCardiologyArterial Hypertension: Definition, Diagnosis and Out-of-Office MeasurementCardiologyArterial lineProcedurerAspirin in Primary Prevention: Current RecommendationsCardiologyAtherosclerosis: Pathogenesis from Fatty Streak to Plaque RuptureCardiologyAtrial Fibrillation in the Critically Ill PatientArrhythmias and arrhythmologyAtrial fibrillation: quick reference for emergency managementKardiologiAtrial Flutter: Mechanisms, ECG Recognition and ManagementArrhythmias and arrhythmologyAtropine: Dosing in Bradycardia and Its LimitationsArrhythmias and arrhythmologyBempedoic Acid: Evidence and Clinical UseCardiologyBlood gas interpretation: quick reference for acid-base disordersKlinisk kemi & laboratoriemedicinBlood pressureReferensvärdenBlood Pressure Targets in Older and Frail AdultsCardiologyBlood transfusion and massive haemorrhageProcedurerBone marrow aspiration and biopsyProcedurerCardiac Rehabilitation After Myocardial InfarctionCardiologyCardiac Tamponade: Recognition and PericardiocentesisCardiologyCardiovascular Prevention in the Very ElderlyCardiologyCardiovascular Risk Assessment with SCORE2 and SCORE2-OPCardiologyCardiovascular Risk in Inflammatory and Autoimmune DiseaseCardiologyCardiovascular Risk in Women: Sex-Specific FactorsCardiologyCarotid Artery Disease: Screening, Medical Therapy and RevascularisationCardiologyCasting and immobilisationProcedurerCentral venous catheterProcedurerChest Pain in the Emergency Department: Diagnostic PathwaysEmergency medicineChronic Coronary Syndrome: Diagnosis and Initial EvaluationCardiologyChronic Heart Failure With Reduced Ejection Fraction: Four-Pillar TherapyCardiologyChronic Kidney Disease as a Cardiovascular Risk FactorCardiologyCirculatory and haemodynamic parametersReferensvärdenColchicine and Anti-inflammatory Therapy in Coronary DiseaseMyocardial ischemia and infarctionCommon laboratory testsReferensvärdenComplete Versus Culprit-Only Revascularization in Acute Coronary SyndromeMyocardial ischemia and infarctionComplications of Coronary Angiography and Vascular Access ManagementMyocardial ischemia and infarctionContrast-Associated Acute Kidney Injury: Risk Assessment and PreventionCardiologyCoronary Anatomy and Segmental Classification for the ClinicianCardiologyCoronary Anomalies and Myocardial BridgingCardiologyCoronary Artery Calcium Scoring: Prognostic Use in PracticeCardiologyCoronary CT Angiography and CAD-RADS ReportingCardiologyCorticosteroids: quick reference for dose equivalents and stress dosingEndokrinologi & metabolismCPAP and non-invasive ventilation (NIV)ProcedurerCryotherapy of skin lesionsProcedurerDe-escalation and Shortened Dual Antiplatelet Therapy in Patients at High Bleeding RiskMyocardial ischemia and infarctionDeceased donor organ donationProcedurerDelirium in older adults: quick referenceAkutsjukvårdDiabetic ketoacidosis and hyperosmolar hyperglycaemic state: quick referenceEndokrinologi & metabolismDietary Patterns and Cardiovascular OutcomesCardiologyDigoxin: Dosing, Therapeutic Range and Toxicity ManagementCardiologyDiuretic Strategy and Decongestion in Heart FailureCardiologyDix–Hallpike test and Epley manoeuvreProcedurerDrug-Eluting Coronary Stents: Evolution, Evidence and Stent ChoiceMyocardial ischemia and infarctionDrugs in the emergency settingProcedurerDual Antiplatelet Therapy Duration After Acute Coronary Syndromes and Elective Percutaneous Coronary InterventionMyocardial ischemia and infarctionECG interpretation method, adultsReferensvärdenECG parametersReferensvärdenEchocardiographyReferensvärdenEdrophonium testProcedurerElectrical cardioversionProcedurerEmpirical antibiotic therapy: quick reference for common infectionsInfektionssjukdomarEndotracheal intubationProcedurerEpistaxis — compression, cautery and anterior nasal packingProcedurerExercise Electrocardiographic Testing: Indications, Limitations and InterpretationECGExercise stress test on cycle ergometerProcedurerEye examination and corneal foreign bodyProcedurerEzetimibe: Place in Therapy and Expected LDL-C ReductionCardiologyFamilial and Genetic Screening in Premature Cardiovascular DiseaseCardiologyFamilial Hypercholesterolaemia: Diagnosis, Cascade Screening and TreatmentCardiologyForeign body in the ear and noseProcedurerFourth Universal Definition of Myocardial Infarction: Types 1–5Myocardial ischemia and infarctionFractional Flow Reserve and Non-Hyperaemic Pressure RatiosCardiologyGastric lavage and activated charcoalProcedurerGynaecological examination and cervical smearProcedurerHeart Failure With Mildly Reduced Ejection FractionCardiologyHeart Failure With Preserved Ejection Fraction: Diagnosis and TreatmentCardiologyHigh-Sensitivity Troponin: 0/1-Hour Rule-In and Rule-Out AlgorithmsClinical chemistry & laboratory medicineHyperkalaemia: quick reference for emergency treatmentNjurmedicinHypertension: Initial Combination Therapy and Drug SelectionCardiologyHypertensive crisis: drugs and dosesKardiologiHypertensive crisis: quick reference for acute blood pressure loweringKardiologiHypertensive Emergency and Urgency: Differentiation and TreatmentCardiologyHypertriglyceridaemia: Management and Cardiovascular RiskCardiologyHypoglycaemia: quick reference for emergency managementEndokrinologi & metabolismHyponatraemia: quick reference for work-up and correctionNjurmedicinImmediate Management of Type A and Type B Aortic DissectionCardiologyIn-Stent Restenosis: Mechanisms and TreatmentMyocardial ischemia and infarctionInclisiran and Emerging Lipid-Lowering AgentsCardiologyInjection technique — intramuscular, subcutaneous and intradermalProcedurerInotropes and vasopressors: doses, indications, contraindications and effectsKardiologiInpatient insulin therapy: quick referenceEndokrinologi & metabolismIntensive care parametersReferensvärdenInterpreting NT-proBNP and BNP in Clinical Decision-MakingCardiologyIntravascular Imaging: IVUS and OCT for PCI OptimisationMyocardial ischemia and infarctionInvasive Coronary Angiography: Indications and Vascular AccessMyocardial ischemia and infarctionIschemic Cardiomyopathy: Myocardial Viability Assessment and RevascularizationCardiologyIsoprenaline and Dopamine Infusions for BradycardiaArrhythmias and arrhythmologyIvabradine: Indications, Dosing and Heart-Rate TargetsCardiologyJoint aspirationProcedurerLaryngeal mask and difficult airwayProcedurerLDL Cholesterol Targets Across Cardiovascular Risk CategoriesCardiologyLeft Bundle Branch Block: ECG criteria and clinical implicationsConduction defectsLeft Main Coronary Artery Disease: Revascularisation StrategyMyocardial ischemia and infarctionLeft Ventricular Thrombus After Myocardial InfarctionEchocardiographyLeg ulcers — wound debridement and compression therapyProcedurerLipid-Lowering Therapy: Statins as First-Line TreatmentCardiologyLipoprotein(a): Measurement and Clinical ImplicationsCardiologyLiver parametersReferensvärdenLumbar punctureProcedurerLung function and respirationReferensvärdenMassive haemorrhage and transfusion: quick referenceAkutsjukvårdMetabolic Syndrome: Definition and Clinical SignificanceCardiologyMicrovascular Angina and INOCA: Diagnosis with CFR and IMRCardiologyMyocardial Infarction with Non-Obstructive Coronary Arteries: Causes, Work-up and ManagementMyocardial ischemia and infarctionMyocardial Injury Versus Infarction: Interpreting Troponin ElevationClinical chemistry & laboratory medicineMyocardial Perfusion Imaging With SPECT and PETCardiologyNail procedures — paronychia, ingrown toenail and subungual haematomaProcedurerNasogastric tubeProcedurerNeutropenic fever: quick reference for emergency managementHematologi & onkologiNo-Reflow Phenomenon During Percutaneous Coronary Intervention: Prevention and TreatmentMyocardial ischemia and infarctionNoradrenaline, Dobutamine and Levosimendan: Practical Infusion UseCardiologyNSTEMI: Risk Stratification and Timing of the Invasive StrategyMyocardial ischemia and infarctionObesity and Cardiovascular Disease: Assessment and TreatmentCardiologyOesophageal ECGProcedurerOpioid therapy in severe painProcedurerOpioids in acute pain: quick reference for dosing and conversionFarmakologi & doseringOtoscopy and ear syringingProcedurerOxygen therapyProcedurerPaediatric and neonatal ECG interpretationReferensvärdenParacentesisProcedurerPCSK9 Inhibitors: Indications, Efficacy and AccessCardiologyPercutaneous Coronary Intervention for Chronic Total Occlusions: Indications and OutcomesMyocardial ischemia and infarctionPercutaneous Coronary Intervention Versus Coronary Artery Bypass Grafting in Multivessel Coronary Artery DiseaseMyocardial ischemia and infarctionPericardiocentesisProcedurerPerioperative Management of Patients with Cardiac Implantable Electronic DevicesArrhythmias and arrhythmologyPeripheral Artery Disease: Diagnosis, Ankle–Brachial Index and Risk ManagementCardiologyPeripheral venous cannula and intraosseous accessProcedurerPeriprocedural Myocardial Infarction After PCI and CABGMyocardial ischemia and infarctionPhysical Activity Prescription for Cardiovascular PreventionCardiologyPleural aspiration and chest drainProcedurerPoisoning: quick reference for antidotes and initial managementAkutsjukvårdPost-Infarction Mechanical Complications: Ventricular Septal, Free-Wall, and Papillary Muscle RuptureEchocardiographyPost-Infarction Pericarditis and Dressler SyndromeCardiologyPosterior Myocardial Infarction: Diagnosis on the Standard ECGECGPre-test Probability and Selection of Non-invasive Testing in Stable AnginaCardiologyPreeclampsia and Hypertensive Pregnancy Disorders as Future Cardiovascular RiskCardiologyPrimary Aldosteronism: Screening and ManagementCardiologyPulmonary embolism: quick reference for risk stratification and treatmentLungmedicinPulmonary Hypertension: Classification and Treatment PrinciplesCardiologyReduction of dislocationsProcedurerRefractory Angina: Options When Standard Therapy FailsCardiologyRenal parametersReferensvärdenResistant Hypertension: Evaluation and TreatmentCardiologyRight Ventricular Infarction: Recognition and Haemodynamic ManagementEmergency medicineRisk Factor Modification: The Evidence Base for Primary PreventionCardiologySecondary Hypertension: When and How to InvestigateCardiologySepsis and septic shock: quick reference for the first hourInfektionssjukdomarSGLT2 Inhibitors for Cardiovascular and Renal ProtectionCardiologyShort Synacthen testProcedurerSkin biopsy — punch, shave and excisionProcedurerSmoking Cessation: Pharmacotherapy and Cardiovascular BenefitCardiologySoft tissue corticosteroid injectionProcedurerSotalol: Initiation, QT Monitoring and Renal DosingArrhythmias and arrhythmologySpirometryProcedurerSpontaneous Coronary Artery DissectionCardiologyST-Elevation Myocardial Infarction Complicated by Cardiogenic ShockCritical careST-Elevation Myocardial Infarction: Diagnosis and Electrocardiographic CriteriaMyocardial ischemia and infarctionST-Segment Elevation Myocardial Infarction: Diagnosis and ECG CriteriaECGStatin Intolerance and Statin-Associated Muscle SymptomsCardiologyStatus epilepticus: quick reference for emergency treatmentNeurologiSTEMI: Fibrinolysis, Indications, Contraindications and Rescue PCIMyocardial ischemia and infarctionSTEMI: Primary PCI and System-of-Care Time TargetsEmergency medicineStent Thrombosis: Timing, Causes, Diagnosis, and PreventionMyocardial ischemia and infarctionStress Echocardiography: Protocols and InterpretationEchocardiographyStroke Prevention in Atrial Fibrillation: Choosing AnticoagulationArrhythmias and arrhythmologyTargeted temperature management after cardiac arrestProcedurerThe Cardiac Electrical Axis: ECG Criteria, Definition, Clinical ImplicationsECGThe Fourth Universal Definition of Myocardial Infarction: Types 1–5Clinical chemistry & laboratory medicineTorsades de Pointes: Definition, Characteristics, and ManagementArrhythmias and arrhythmologyTranscutaneous and transvenous pacingProcedurerType 2 Diabetes and Cardiovascular Risk ManagementCardiologyType 2 Myocardial Infarction: Mechanisms and ManagementMyocardial ischemia and infarctionUnstable Angina: Definition and Contemporary ManagementMyocardial ischemia and infarctionUpper gastrointestinal bleeding: quick referenceGastroenterologi & hepatologiUrinary alkalinisationProcedurerUrinary catheterisationProcedurerVasospastic (Prinzmetal) Angina: Provocation Testing and TreatmentCardiologyVasovagal Syncope: Diagnosis, Tilt Testing and TreatmentArrhythmias and arrhythmologyVulnerable Plaque and Mechanisms of Acute Coronary OcclusionCardiologyWarfarin therapyProcedurerWound suturingProcedurer