2021
What's Needed to Bridge the Gap Between US FDA Clearance and Real-world Use of AI Algorithms
Lin M. What's Needed to Bridge the Gap Between US FDA Clearance and Real-world Use of AI Algorithms. Academic Radiology 2021, 29: 567-568. PMID: 34794879, PMCID: PMC8903084, DOI: 10.1016/j.acra.2021.10.007.Peer-Reviewed Original Research
2015
A new angiographic imaging platform reduces radiation exposure for patients with liver cancer treated with transarterial chemoembolization
Schernthaner RE, Duran R, Chapiro J, Wang Z, Geschwind JF, Lin M. A new angiographic imaging platform reduces radiation exposure for patients with liver cancer treated with transarterial chemoembolization. European Radiology 2015, 25: 3255-3262. PMID: 25956933, PMCID: PMC4595540, DOI: 10.1007/s00330-015-3717-0.Peer-Reviewed Original ResearchConceptsDose area productDigital subtraction angiographyTransarterial chemoembolizationCone-beam CTRadiation exposureLiver cancerDSA image qualityCumulative dose area productSecondary liver cancerLiver cancer patientsTwo-arm trialSignificant differencesResultsBoth cohortsDiagnostic image qualityPatient characteristicsConsecutive patientsTumor burdenTACE proceduresCancer patientsSubtraction angiographyPatientsHIPAA compliantDigital fluoroscopyProcedure courseIndependent readersMultimodality 3D Tumor Segmentation in HCC Patients Treated with TACE
Wang Z, Chapiro J, Schernthaner R, Duran R, Chen R, Geschwind JF, Lin M. Multimodality 3D Tumor Segmentation in HCC Patients Treated with TACE. Academic Radiology 2015, 22: 840-845. PMID: 25863795, PMCID: PMC4464945, DOI: 10.1016/j.acra.2015.03.001.Peer-Reviewed Original ResearchAdultAgedAged, 80 and overAlgorithmsAntibiotics, AntineoplasticCarcinoma, HepatocellularChemoembolization, TherapeuticCone-Beam Computed TomographyDoxorubicinFemaleHumansImage EnhancementImage Interpretation, Computer-AssistedImaging, Three-DimensionalKidney NeoplasmsMagnetic Resonance ImagingMaleMiddle AgedMultidetector Computed TomographyMultimodal ImagingPattern Recognition, AutomatedPrognosisReproducibility of ResultsRetrospective StudiesSensitivity and SpecificitySubtraction TechniqueTreatment Outcome
2013
Image quality improvements in C-Arm CT (CACT) for liver oncology applications: Preliminary study in rabbits
Tacher V, Bhagat N, Rao P, Lin M, SchÄfer D, Noordhoek N, Eshuis P, Radaelli A, Liapi E, Grass M, Geschwind J. Image quality improvements in C-Arm CT (CACT) for liver oncology applications: Preliminary study in rabbits. Minimally Invasive Therapy & Allied Technologies 2013, 22: 297-303. PMID: 23837536, PMCID: PMC3859124, DOI: 10.3109/13645706.2013.788028.Peer-Reviewed Original ResearchConceptsC-arm CTAdult male New Zealand white rabbitsMale New Zealand white rabbitsIntra-arterial therapyNon-target embolizationNew Zealand white rabbitsZealand white rabbitsFuture animal studiesLiver tumorsControl rabbitsNew imaging modalityOncology therapyAnimal studiesWhite rabbitsImaging protocolImaging modalitiesRabbitsSelective deliveryTherapyLesion detectionCTClinical environmentStudy improvementRespiratory motionPreliminary study