0000000000890151

AUTHOR

D. Pinto Dos Santos

showing 3 related works from this author

Effect of Kernels Used for the Reconstruction of MDCT Datasets on the Semi-Automated Segmentation and Volumetry of Liver Lesions

2014

Purpose: To evaluate the effect of different reconstruction kernels on the semi-automated segmentation of liver lesions in MDCT. Materials and Methods: A total 62 liver lesions were measured by three independent radiologists with the semi-automated segmentation software Oncology-Prototype (Fraunhofer MEVIS, Siemens Healthcare, Germany) using MDCT datasets (3-mm slice thickness, 2-mm increment) reconstructed with standard, soft and detailed kernels (Philips B, A and D). To ensure objective measurements, only lesions with satisfactory initial segmentation were included, and manual correction was not used. The effective diameter and volume were recorded for each lesion. Segmentation in the sof…

AdultMalemedicine.medical_specialtyLung NeoplasmsInitial SeedAutomated segmentationBreast NeoplasmsTumor responseSensitivity and SpecificityMultidetector Computed TomographyImage Processing Computer-AssistedmedicineHumansRadiology Nuclear Medicine and imagingSegmentationTumor growthAgedMathematicsAged 80 and overbusiness.industryLiver NeoplasmsPattern recognitionSpiral Cone-Beam Computed TomographyGold standard (test)Middle AgedTumor BurdenEffective diameterLiverKernel (statistics)FemaleArtificial intelligenceRadiologyColorectal NeoplasmsbusinessSoftwareRöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren
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Workflow-centred open-source fully automated lung volumetry in chest CT

2019

Aim To develop a robust open-source method for fully automated extraction of total lung capacity (TLC) from computed tomography (CT) images and to demonstrate its integration into the clinical workflow. Materials and methods Using only open-source software, an algorithm was developed based on a region-growing method that does not require manual interaction. Lung volumes calculated from reconstructions with different kernels (TLCCT) were assessed. To validate the algorithm calculations, the results were correlated to TLC measured by pulmonary function testing (TLCPFT) in a subgroup of patients for which this information was available within 3 days of the CT examination. Results A total of 28…

MaleChest ct030218 nuclear medicine & medical imagingPulmonary function testing03 medical and health sciencesImaging Three-Dimensional0302 clinical medicineHumansMedicineRadiology Nuclear Medicine and imagingSegmentationLung volumesRetrospective Studiesbusiness.industryGeneral MedicineMiddle Agedrespiratory systemRespiratory Function Testsrespiratory tract diseasesWorkflowOpen sourceFully automated030220 oncology & carcinogenesisLung volumetryRadiographic Image Interpretation Computer-AssistedFemaleRadiography ThoracicLung Volume MeasurementsTomography X-Ray ComputedNuclear medicinebusinessAlgorithmsSoftwareClinical Radiology
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Therapy response evaluation of malignant lymphoma in a multicenter study: comparison of manual and semiautomatic measurements in CT.

2014

Purpose: Comparison of manual one-/bi-dimensional measurements versus semi-automatically derived one-/bi-dimensional and volumetric measurements for therapy response evaluation of malignant lymphoma during CT follow-up examinations in a multicenter setting. Materials and Methods: MSCT data sets of patients with malignant lymphoma were evaluated before (baseline) and after two cycles of chemotherapy (follow-up) at radiological centers of five university hospitals. The long axis diameter (LAD), the short axis diameter (SAD) and the bi-dimensional WHO of 307 target lymph nodes were measured manually and semi-automatically using dedicated software. Lymph node volumetry was performed semi-automa…

ThoraxAdultMalemedicine.medical_specialtyRadiation DosageMalignant lymphomaYoung AdultAntineoplastic Combined Chemotherapy ProtocolsImage Interpretation Computer-AssistedMultidetector Computed TomographyMedicineHumansRadiology Nuclear Medicine and imagingLymph nodeAgedNeoplasm StagingRetrospective StudiesAged 80 and overbusiness.industryLymphoma Non-HodgkinMediastinumRetrospective cohort studyMiddle Agedmedicine.diseaseHodgkin DiseaseLymphomamedicine.anatomical_structureTherapy responseTreatment OutcomeMulticenter studyFemaleRadiologybusinessRoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin
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