[4] Rutgers State Univ, Dept Biomed Engn, Piscataway, NJ USA
[5] Drexel Univ, Coll Med, Dept Emergency Med, Philadelphia, PA USA
来源:
2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC
|
2023年
关键词:
LONGITUDINAL STRAIN;
ECHOCARDIOGRAPHY;
D O I:
10.1109/EMBC40787.2023.10339941
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Ejection fraction (EF) is traditionally considered useful to infer ventricular function. Newer metrics such as global function index (GFI) and various strains add supplemental diagnostic or prognostic value. All these candidates refer to dimensionless ratios, rather than to the characteristics of the underlying components. Therefore, we introduced the volume regulation graph (VRG), relating end-systolic volume (ESV) to end-diastolic volume (EDV). An individual patient is then uniquely defined by the prevailing working point in the volume domain. Alternatively, the combination of EF=(1-ESV/EDV) and any suitable companion (denoted as C) metric (e.g. the Pythagorean mean) specifies this working point. An expression relates EF to global longitudinal (GLS) and circumferential strain (GCS): ESV/EDV = (GLS+1) (GCS+1)(2), resembling the empirical regression equation for the VRG. However, the latter has a non-zero intercept (mL). The discrepancy can be solved by the introduction of one or more pertinent companion metrics. We studied 96 patients by cardiac magnetic resonance imaging and calculated EF, EFC, GFI, GLS and GCS. The GFI is inversely related to GLS (R-2=0.26). For regression we found: ESV=0.74 EDV-27.0 with R-2=0.81 for N=96. Similar results were obtained for echocardiography data (N=25). Graphs relating EF to GLS and GCS indicate that EFC can distinguish patients with nearly identical values for these 3 metrics. Thus, the VRG offers a unifying framework that visualizes the association between ESV and EDV, while documenting iso-EF and iso-EFC trajectories. Newer metrics including GFI, GLS and GCS require consideration of a companion variable such as EFC to permit a comprehensive analysis.
机构:
Vrije Univ Amsterdam, Dept Phys & Med Technol, Med Ctr, Amsterdam, NetherlandsVrije Univ Amsterdam, Dept Phys & Med Technol, Med Ctr, Amsterdam, Netherlands
Kerkhof, Peter L. M.
;
Kresh, J. Yasha
论文数: 0引用数: 0
h-index: 0
机构:
Drexel Univ, Cardiothorac Surg Med & Biomed Engn, Philadelphia, PA 19104 USAVrije Univ Amsterdam, Dept Phys & Med Technol, Med Ctr, Amsterdam, Netherlands
Kresh, J. Yasha
;
Li, John K. -J.
论文数: 0引用数: 0
h-index: 0
机构:
Rutgers State Univ, Dept Biomed Engn, Piscataway, NJ 08854 USA
UMDNJ, Robert Wood Johnson Med Sch, Piscataway, NJ 08854 USAVrije Univ Amsterdam, Dept Phys & Med Technol, Med Ctr, Amsterdam, Netherlands
Li, John K. -J.
;
Heyndrickx, Guy R.
论文数: 0引用数: 0
h-index: 0
机构:
Cardiovasc Ctr Aalst, OLV Clin, Aalst, BelgiumVrije Univ Amsterdam, Dept Phys & Med Technol, Med Ctr, Amsterdam, Netherlands
机构:
Gemelli Molise SpA, Fdn Ric & Cura Giovanni Paolo 2, Dipartimento Immagini, Campobasso, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Missere, Massimiliano
;
Grassedonio, Emanuele
论文数: 0引用数: 0
h-index: 0
机构:
Policlin Paolo Giaccone, Dipartimento Biopatol & Biotecnol Med, Sez Sci Radiol, Palermo, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Grassedonio, Emanuele
;
Schicchi, Nicolo
论文数: 0引用数: 0
h-index: 0
机构:
Azienda Osped Univ Osped Riuniti Umberto I Lancisi, Dipartimento Radiol, Ancona, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Schicchi, Nicolo
;
Vallone, Antonino
论文数: 0引用数: 0
h-index: 0
机构:
ARNAS Garibaldi, Presidio Osped Garibaldi Nesima, Reparto Radiol, Catania, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Vallone, Antonino
;
Gamberini, Maria Rita
论文数: 0引用数: 0
h-index: 0
机构:
Azienda Osped Univ Arcispedale S Anna, Day Hosp Talassemia & Emoglobinopatie, Dipartimento Riproduz & Accrescimento, Ferrara, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Gamberini, Maria Rita
;
Cuccia, Liana
论文数: 0引用数: 0
h-index: 0
机构:
ARNAS Civ Benfratelli Di Cristina, Unita Operat Complessa Ematol Con Talassemia, Palermo, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Cuccia, Liana
;
Lisi, Roberto
论文数: 0引用数: 0
h-index: 0
机构:
ARNAS Garibaldi, Presidio Osped, Garibaldi Ctr, Dipartimentale Talassemia,Unita Operat, Catania, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Lisi, Roberto
;
Cecinati, Valerio
论文数: 0引用数: 0
h-index: 0
机构:
Osped SS Annunziata ASL Taranto, Struttura Semplice Microcitemia, Taranto, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Cecinati, Valerio
;
Spasiano, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Azienda Osped Rilievo Nazl A Cardarelli, Dipartimentale Malattie Rare Globulo Rosso, Unita Operat Semplice, Naples, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Spasiano, Anna
;
Cademartiri, Filippo
论文数: 0引用数: 0
h-index: 0
机构:
Fdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
机构:
Vrije Univ Amsterdam, Dept Phys & Med Technol, Med Ctr, Amsterdam, NetherlandsVrije Univ Amsterdam, Dept Phys & Med Technol, Med Ctr, Amsterdam, Netherlands
Kerkhof, Peter L. M.
;
Kresh, J. Yasha
论文数: 0引用数: 0
h-index: 0
机构:
Drexel Univ, Cardiothorac Surg Med & Biomed Engn, Philadelphia, PA 19104 USAVrije Univ Amsterdam, Dept Phys & Med Technol, Med Ctr, Amsterdam, Netherlands
Kresh, J. Yasha
;
Li, John K. -J.
论文数: 0引用数: 0
h-index: 0
机构:
Rutgers State Univ, Dept Biomed Engn, Piscataway, NJ 08854 USA
UMDNJ, Robert Wood Johnson Med Sch, Piscataway, NJ 08854 USAVrije Univ Amsterdam, Dept Phys & Med Technol, Med Ctr, Amsterdam, Netherlands
Li, John K. -J.
;
Heyndrickx, Guy R.
论文数: 0引用数: 0
h-index: 0
机构:
Cardiovasc Ctr Aalst, OLV Clin, Aalst, BelgiumVrije Univ Amsterdam, Dept Phys & Med Technol, Med Ctr, Amsterdam, Netherlands
机构:
Gemelli Molise SpA, Fdn Ric & Cura Giovanni Paolo 2, Dipartimento Immagini, Campobasso, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Missere, Massimiliano
;
Grassedonio, Emanuele
论文数: 0引用数: 0
h-index: 0
机构:
Policlin Paolo Giaccone, Dipartimento Biopatol & Biotecnol Med, Sez Sci Radiol, Palermo, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Grassedonio, Emanuele
;
Schicchi, Nicolo
论文数: 0引用数: 0
h-index: 0
机构:
Azienda Osped Univ Osped Riuniti Umberto I Lancisi, Dipartimento Radiol, Ancona, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Schicchi, Nicolo
;
Vallone, Antonino
论文数: 0引用数: 0
h-index: 0
机构:
ARNAS Garibaldi, Presidio Osped Garibaldi Nesima, Reparto Radiol, Catania, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Vallone, Antonino
;
Gamberini, Maria Rita
论文数: 0引用数: 0
h-index: 0
机构:
Azienda Osped Univ Arcispedale S Anna, Day Hosp Talassemia & Emoglobinopatie, Dipartimento Riproduz & Accrescimento, Ferrara, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Gamberini, Maria Rita
;
Cuccia, Liana
论文数: 0引用数: 0
h-index: 0
机构:
ARNAS Civ Benfratelli Di Cristina, Unita Operat Complessa Ematol Con Talassemia, Palermo, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Cuccia, Liana
;
Lisi, Roberto
论文数: 0引用数: 0
h-index: 0
机构:
ARNAS Garibaldi, Presidio Osped, Garibaldi Ctr, Dipartimentale Talassemia,Unita Operat, Catania, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Lisi, Roberto
;
Cecinati, Valerio
论文数: 0引用数: 0
h-index: 0
机构:
Osped SS Annunziata ASL Taranto, Struttura Semplice Microcitemia, Taranto, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Cecinati, Valerio
;
Spasiano, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Azienda Osped Rilievo Nazl A Cardarelli, Dipartimentale Malattie Rare Globulo Rosso, Unita Operat Semplice, Naples, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy
Spasiano, Anna
;
Cademartiri, Filippo
论文数: 0引用数: 0
h-index: 0
机构:
Fdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, ItalyFdn G Monasterio CNR Reg Toscana, Dept Radiol, Via Moruzzi 1, I-56124 Pisa, Italy