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Postmortem Magnetic Resonance Imaging of in Utero Fetuses and Its Relationship With Postmortem Interval: A Multi-Organ Observational Study on Reduced Fetuses of Complicated Multiple Pregnancies Publisher Pubmed



Moradi B1, 2 ; Habibi Z3 ; Badraqe N2 ; Rahmani M2 ; Shirazi M4 ; Sharbaf FR4 ; Azadbakht J5 ; Farnoosh A6 ; Parooie F7 ; Miratashi Yazdi SN2
Authors
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Authors Affiliations
  1. 1. Department of Radiology, Yas Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
  2. 2. Advanced Diagnostic and Interventional Radiology Research Center (ADIR), Medical Imaging Center, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
  3. 3. Department of Radiology, Sina General Hospital, Tehran University of Medical Sciences, Tehran, Iran
  4. 4. Maternal, Fetal, and Neonatal Research Center, Yas Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
  5. 5. Department of Radiology, Faculty of Medicine, Kashan University of Medical Sciences, Kashan, Iran
  6. 6. Department of Electrical Engineering, Northeastern University, Boston, MA, United States
  7. 7. Pediatric Gastroenterology and Hepatology Research Center, Zabol University of Medical Sciences, Zabol, Iran

Source: Journal of Magnetic Resonance Imaging Published:2023


Abstract

Background: Despite technological advancements in perinatal imaging, autopsy examination is still regarded as the reference standard to determine the time and reason of the fetal death. Purpose: This study was conducted to identify the intrauterine postmortem magnetic resonance imaging (PMMR) findings of fetuses, who underwent radiofrequency ablation (RFA). Study Type: Prospective. Population: Fifty-three twin/triplet complicated pregnancies scheduled for selective reduction of one of the fetuses by RFA were included. Field Strength/Sequence: The imaging methods used are T1-weighted gradient-echo imaging (T1 GRE), T2 half-Fourier acquisition single-shot turbo spin-echo (SSTSE), and diffusion-weighted imaging (DWI) sequences. Assessment: The MRIs were interpreted by three radiologists. Statistical Tests: Data were analyzed using the software package SPSS Statistics Version 22.0. The used tests included one-way analysis of variance (ANOVA) and Duncan tests (significance level: P value <0.05). This analysis was performed with scikit-learn library (version 1.1.1) in Python version 3.9. Results: Average PMMR scores of orbit, brain, and abdomen showed significant differences among different PM interval subgroups. The brain apparent diffusion coefficient (ADC) numbers of reduced and living fetuses were significantly different at any PM interval. To determine which findings are closely associated with the timing of fetal death, five different methods of feature selection were employed. The top eight selected features achieved the highest area under the curve (AUC) of 78.19%. Data Conclusion: In utero, PMMR findings may be associated with the time of fetal death. Among different fetal organs evaluated, particularly PMMR top eight features specifically scores of orbits were associated with PM intrauterine time after death. Level of Evidence: 2. Technical Efficacy: Stage 2. © 2022 International Society for Magnetic Resonance in Medicine.