2021
Detecting lumbar lesions in 99mTc‐MDP SPECT by deep learning: Comparison with physicians
Petibon Y, Fahey F, Cao X, Levin Z, Sexton‐Stallone B, Falone A, Zukotynski K, Kwatra N, Lim R, Bar‐Sever Z, Chemli Y, Treves S, Fakhri G, Ouyang J. Detecting lumbar lesions in 99mTc‐MDP SPECT by deep learning: Comparison with physicians. Medical Physics 2021, 48: 4249-4261. PMID: 34101855, DOI: 10.1002/mp.15033.Peer-Reviewed Original ResearchConceptsSingle-photon emission computed tomographyLow back painLumbar lesionsPediatric patientsTc-MDPEvaluate low back painCause of low back painTc-MDP scanLesion-presentEmission computed tomographyConvolutional neural networkClinical likelihoodBack painInterreader variabilityDeep convolutional neural networkLumbar locationLesionsStress lesionsFocal lesionsDeep learningPatientsLumbar stressPhysiciansDL systemsLROC studies
2019
PET/MR Imaging: Current Updates on Pediatric Applications
Kwatra N, Lim R, Gee M, States L, Vossough A, Lee E. PET/MR Imaging: Current Updates on Pediatric Applications. Magnetic Resonance Imaging Clinics Of North America 2019, 27: 387-407. PMID: 30910104, DOI: 10.1016/j.mric.2019.01.012.Peer-Reviewed Original ResearchClinical significance of incidentally discovered renal cysts in pediatric patients
Botwin A, Phewplung T, Wu K, Lim R, Traum A, Gee M. Clinical significance of incidentally discovered renal cysts in pediatric patients. Abdominal Radiology 2019, 44: 2835-2840. PMID: 30972430, DOI: 10.1007/s00261-019-02017-z.Peer-Reviewed Original ResearchConceptsAutosomal dominant polycystic kidney diseasePediatric patientsRenal cystsFamily historyClinical significanceCyst groupRisk of autosomal dominant polycystic kidney diseaseDiagnosis of autosomal dominant polycystic kidney diseaseAssociated with higher incidenceMethodsA retrospective searchFollow-up imagingDominant polycystic kidney diseaseSearch of radiology reportsMaximum cyst diameterStatistically significant elevationPolycystic kidney diseaseNo malignancyRetrospective search of radiology reportsCyst evaluationBilateral cystsCyst sizeFollow-up studyCyst characteristicsCyst diameterImaging predictors
2016
Imaging the Pediatric Urinary Tract
Traubici J, Lim R. Imaging the Pediatric Urinary Tract. 2016, 3-47. DOI: 10.1007/978-3-662-52972-0_1.Peer-Reviewed Original ResearchUrinary tractWork-up of patientsPediatric urinary tractUrinary tract imagingMagnetic resonance imagingPediatric patientsDifferential diagnosisExcretory urographyComputed tomographyFollow-upAcquired diseasesWork-upContrast fluoroscopyUrinary systemImaging studiesResonance imagingPatientsDiagnosisModalitiesDiseaseTractScintigraphyUrographyFluoroscopySonography