Caroline Dartora | Karolinska Institutet

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Forskningsbidrag
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Artiklar

Journal article: ALZHEIMERS & DEMENTIA. 2023;19(S3)

Predicting biological brain age using deep learning methods

Dartora C; Marseglia A; Mårtensson G; Muehlboeck J; Kern S; Zettergren A; Schiöth H; Ferreira D; Skoog I; Westman E
Article: FRONTIERS IN AGING NEUROSCIENCE. 2023;15:1303036

A deep learning model for brain age prediction using minimally preprocessed T1w images as input.

Dartora C; Marseglia A; Mårtensson G; Rukh G; Dang J; Muehlboeck J-S; Wahlund L-O; Moreno R; Barroso J; Ferreira D; Schiöth HB; Westman E; Alzheimer’s Disease Neuroimaging Initiative; Australian Imaging Biomarkers and Lifestyle Flagsh; Japanese Alzheimer’s Disease Neuroimaging Initiati; AddNeuroMed Consortium
Article: JOURNAL OF ALZHEIMERS DISEASE. 2022;89(3):977-991

Discriminating Aging Cognitive Decline Spectrum Using PET and Magnetic Resonance Image Features.

Dartora CM; de Moura LV; Koole M; Marques da Silva AM; Alzheimer’s Disease Neuroimaging Initiative
Journal article: ALZHEIMERS & DEMENTIA. 2021;17(S4)

Glucose metabolism changes in cerebellar tonsils as an early predictor of cognitive decline

Dartora CM; Koole M; da Silva AMM
Journal article: EAI ENDORSED TRANSACTIONS ON BIOENGINEERING AND BIOINFORMATICS. 2021;1(2):168864

Texture-based Feature Extraction for COVID-19 Pneumonia Classification using Chest Radiography

Moura L; Dartora C; Mattjie C; Barros R; Marques da Silva A
Article: FRONTIERS IN DIGITAL HEALTH. 2021;3:662343

Explainable Machine Learning for COVID-19 Pneumonia Classification With Texture-Based Features Extraction in Chest Radiography.

de Moura LV; Mattjie C; Dartora CM; Barros RC; Marques da Silva AM
Journal article: REVISTA BRASILEIRA DE FÍSICA MÉDICA. 2019;13(3):38

Lung nodules classification in CT images using texture descriptors

De Moura LV; Dartora CM; Marques da Silva AM
Journal article: REVISTA BRASILEIRA DE FÍSICA MÉDICA. 2019;12(3):39

Dosimetria Interna em Medicina Nuclear com o Aplicativo GATE: avaliação do impacto do elemento de dose e do tipo de fonte

Dartora CM; Cavedini NG; De Moura LV; Marques da Silva AM
Journal article: REVISTA BRASILEIRA DE FÍSICA MÉDICA. 2017;11(2):25

Geração de Imagens PET Estáticas com [11C]-(R)-PK11195: Definição do Intervalo Temporal

Schuck PN; Dartora CM; Marques da Silva AM
Journal article: EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. 2017;44(Suppl 2):119-956

EANM'17.
Journal article: JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM. 2017;37(1_suppl):506-538

Author Index
Journal article: REVISTA BRASILEIRA DE FÍSICA MÉDICA. 2016;10(2):39

Semiquantification Study of [11C]-(R)-PK11195 PET Brain Images in Multiple Sclerosis

Narciso LDL; Schuck PN; Dartora CM; Matushita CS; Becker J; Marques da Silva AM

Alla övriga publikationer

Conference publication: ALZHEIMERS & DEMENTIA. 2022;18(S5)

Associations between a biological marker of resilience, brain pathology, and cognitive functioning

Marseglia A; Dartora C; Skoog J; Mårtensson G; Muehlboeck J; Ferreira D; Kern S; Zettergren A; Skoog I; Westman E
Preprint: MEDRXIV. 2022

A Deep Learning Model for Brain Age Prediction Using Minimally Pre-processed T1w-images as Input

Dartora C; Marseglia A; Mårtensson G; Rukh G; Dang J; Muehlboeck J-S; Wahlund L-O; Moreno R; Barroso J; Ferreira D; Schiöth H; Westman E; Alzheimer’s Disease Neuroimaging Initiative; Australian Imaging Biomarkers and Lifestyle flagsh; Japanese Alzheimer’s Disease Neuroimaging Initiati; AddNeuroMed consortium
Review: FRONTIERS IN AGING NEUROSCIENCE. 2021;13:704661

Cognitive Decline Assessment: A Review From Medical Imaging Perspective.

Dartora CM; Borelli WV; Koole M; Marques da Silva AM
Conference publication: 2020;00:446-451

A Novel Approach to Differentiate COVID-19 Pneumonia in Chest X-ray

de Moura LV; Dartora CM; de Oliveira CM; Barros RC; da Silva AMM
Conference publication: EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. 2019;46(SUPPL 1):S480

Iodine Internal Dosimetry using Anthropomorphic Voxelized Phantom in GATE

Cavedini NG; Dartora CM; Marques da Silva AM
Conference publication: EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. 2019;46(SUPPL 1):S326

[¹¹C]PK11195 PET Quantification Analysis in Multiple Sclerosis and Healthy Subjects: Preliminary Results

Schuck PN; Araujo AS; Dartora CM; Narciso LD; Andrade MA; Matushita CS; Koole M; Marques da Silva AM; Becker J
Book chapter: WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2018: IFMBE PROCEEDINGS. 2019;p. 731-735

Radionuclide Internal Dosimetry Using GATE and PENELOPE for Experimental Validation in Geometrical Phantoms

Cavedini NG; Dartora CM; de Moura LV; Schwarcke MMB; Marques da Silva AM
Conference publication: EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. 2017;44:S446

A [¹¹C]-(R)-PK11195 PET human brain template for spatial normalization in statistical parametric mapping of neuroinflammation

Schuck PN; Marques da Silva AM; Dartora CM; Matushita CS; Hochhegger B; Becker J
Conference publication: EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. 2017;44:S290-S291

Comparison between fetal dose estimates for [¹⁸F]FDG PET imaging in pregnant patient using static and dynamic bladder voiding models

Dartora CM; Cavedini NG; Marques da Silva AM
Conference publication: JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM. 2017;37:213-214

Semiquantification of [¹¹C]-(R)-PK11195 PET imaging in juxtacortical and periventricular regions in multiple sclerosis

Marques da Silva AM; Narciso LDL; Schuck PN; Dartora CM; Alves IL; Matushita CS; da Costa JC; Becker J
Book chapter: WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING, JUNE 7-12, 2015, TORONTO, CANADA: IFMBE PROCEEDINGS. 2015;p. 169-172

Detectability in SPECT Myocardial Perfusion Imaging: Comparison between a Conventional and a Semiconductor Detector System

Dartora CM; Favero MS; da Silva AMM
Book chapter: WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING, JUNE 7-12, 2015, TORONTO, CANADA: IFMBE PROCEEDINGS. 2015;p. 737-740

A Contribution to the Establishment of Diagnostic Reference Levels in Computed Tomography in Brazil

Narciso LDL; Lima NW; Dartora CM; Marques da Silva AM

Forskningsbidrag

Analysis of the radiomic signature in computed tomography images in COVID-19 pneumonia

Coordenação de Aperfeicoamento de Pessoal de Nível Superior

1 January 2020
Machine Learning and Radiomics in the Investigation of Patterns in Medical Images

Coordenação de Aperfeicoamento de Pessoal de Nível Superior

1 January 2019
Pattern Identification and Brain Connectivity in Multimodal PET/CT/MR Images

Coordenação de Aperfeicoamento de Pessoal de Nível Superior

1 January 2018
Harmonization of PET/CT Exam Protocols with [18F]FDG

Coordenação de Aperfeicoamento de Pessoal de Nível Superior

1 August 2017
Improving Protocols in Nuclear Medicine Services and in the Development of New Radiopharmaceuticals - BRA6027

Coordenação de Aperfeicoamento de Pessoal de Nível Superior

1 January 2016
Quantitative Analysis of Dynamic PET Neuroimaging Using Image-Based Kinetic Modeling and Reference Tissues

Coordenação de Aperfeicoamento de Pessoal de Nível Superior

2 March 2015

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