2022
An Explainable Machine Learning Approach Reveals Prognostic Significance of Right Ventricular Dysfunction in Nonischemic Cardiomyopathy
Fahmy A, Csecs I, Arafati A, Assana S, Yankama T, Al-Otaibi T, Rodriguez J, Chen Y, Ngo L, Manning W, Kwong R, Nezafat R. An Explainable Machine Learning Approach Reveals Prognostic Significance of Right Ventricular Dysfunction in Nonischemic Cardiomyopathy. JACC Cardiovascular Imaging 2022, 15: 766-779. PMID: 35033500, DOI: 10.1016/j.jcmg.2021.11.029.Peer-Reviewed Original ResearchConceptsNonischemic dilated cardiomyopathyBeth Israel Deaconess Medical CenterComposite endpointRight ventricular (RV) dysfunctionCardiovascular hospitalizationRisk prediction modelAdverse outcomesRisk markersMarker of adverse outcomeCardiac magnetic resonance markersRisk stratification of patientsRight ventricular dysfunctionRV ejection fractionMedical CenterFollow-up durationCardiac magnetic resonanceEnd-diastolic volumeStratification of patientsArea under the curveAll-cause deathHigh-risk thresholdVentricular dysfunctionEjection fractionNonischemic cardiomyopathyPrognostic significance
2021
Myotonic Muscular Dystrophy Type 2 in CT, USA: A Single-Center Experience With 50 Patients.
Roy B, Wu Q, Whitaker C, Felice K. Myotonic Muscular Dystrophy Type 2 in CT, USA: A Single-Center Experience With 50 Patients. Journal Of Clinical Neuromuscular Disease 2021, 22: 135-146. PMID: 33595997, DOI: 10.1097/cnd.0000000000000340.Peer-Reviewed Original ResearchConceptsClinicopathological findingsSymptom onsetNonischemic dilated cardiomyopathySingle-center experienceProximal lower extremityType 2Medical Research Council scoreAutosomal dominant disorderMuscle pathological changesAge of symptom onsetMyotonic dystrophy type 2Cardiac transplantationPain symptomsDilated CardiomyopathySingle-centerClinical myotoniaCardiac abnormalitiesDominant disorderLimb weaknessCNBP geneMuscular dystrophyPatientsMyotonic dischargesLower extremitiesPathological changes
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