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List of works by Isabella Castiglioni

A Decision Support System for the assisted diagnosis of brain tumors: a feasibility study for ¹⁸F-FDG PET preclinical studies.

scientific article published in January 2012

A Graph-Based Method for PET Image Segmentation in Radiotherapy Planning: A Pilot Study

A Grid-based SPM service (GriSPM) for SPECT and PET neurological studies

scientific article published on 01 July 2009

A Method for Manufacturing Oncological Phantoms for the Quantification of 18F-FDG PET and DW-MRI Studies.

scientific article published on 7 September 2017

A Monte Carlo model of noise components in 3D PET

A partial volume effect correction tailored for 18F-FDG-PET oncological studies

scientific article published on 19 September 2013

A publicly accessible Monte Carlo database for validation purposes in emission tomography

scientific article published on 2 July 2005

A standardized [18F]-FDG-PET template for spatial normalization in statistical parametric mapping of dementia

scientific article published in October 2014

A study on quality level reproducibility for the usability of irreversible compression in radiological imaging

A wrapped multi-label classifier for the automatic diagnosis and prognosis of Alzheimer's disease.

scientific article published on 9 January 2018

AI-based applications in hybrid imaging: how to build smart and truly multi-parametric decision models for radiomics

scientific article published on 11 July 2019

Acute Inescapable Stress Rapidly Increases Synaptic Energy Metabolism in Prefrontal Cortex and Alters Working Memory Performance

scientific article published on 16 March 2019

Acute stress studies in rats by 18 FDG PET and SPM

Alternating Dynamics of Segregation and Integration in Human EEG Functional Networks During Working-memory Task

scientific article published on 12 December 2017

An Adaptive Thresholding Method for BTV Estimation Incorporating PET Reconstruction Parameters: A Multicenter Study of the Robustness and the Reliability

scientific article published on 19 May 2015

An automatic classification technique for attenuation correction in positron emission tomography

scientific article

Artificial intelligence applied on chest X-ray can aid in the diagnosis of COVID-19 infection: a first experience from Lombardy, Italy

scientific article published on 10 April 2020

Automatic registration of PET and CT studies for clinical use in thoracic and abdominal conformal radiotherapy

scientific article published in September 2005

Bioinformatics Clouds for High-Throughput Technologies

Biomarkers from in vivo molecular imaging of breast cancer: pretreatment 18F-FDG PET predicts patient prognosis, and pretreatment DWI-MR predicts response to neoadjuvant chemotherapy

scientific article published on 28 February 2017

Biomarkers of Eating Disorders Using Support Vector Machine Analysis of Structural Neuroimaging Data: Preliminary Results

scientific article

Candidate biomarkers for response to tamoxifen in breast cancer metastatic patients

Combination of gene expression and genome copy number alteration has a prognostic value for breast cancer

scientific article published in January 2013

Combined analysis of chromosomal instabilities and gene expression for colon cancer progression inference

scientific article published on 24 January 2014

Computerized neuropsychological assessment in aging: testing efficacy and clinical ecology of different interfaces.

scientific article

Copy–Number Alterations for Tumor Progression Inference

Data rebinning and reconstruction in 3-D PET/CT oncological studies: a Monte Carlo evaluation

E-Health Decision Support Systems for the Diagnosis of Dementia Diseases

article

Early diagnosis of Alzheimer's disease using a grid implementation of statistical parametric mapping analysis

scientific article published in January 2006

Editorial: Statistical Signal Processing in the Analysis, Characterization and Detection of Alzheimer's Disease

scientific article published in January 2016

Enabling solutions for an efficient compression of PET-CT datasets

Evaluation of pre- and post-reconstruction count-dependent Metz filters for brain PET studies.

scientific article published in September 1997

Frontiers for the Early Diagnosis of AD by Means of MRI Brain Imaging and Support Vector Machines.

scientific article

Frontiers from Radiomics in Molecular Imaging

scientific article published on 02 January 2019

Functional correlates of preserved naming performance in amnestic Mild Cognitive Impairment.

scientific article published on 08 January 2015

Functional heterogeneity of left inferior frontal cortex as revealed by fMRI

scientific article (publication date: 27 May 1997)

Grid-distributed statistical parametric mapping of SPECT and PET neuroimages

scientific article published in March 2011

How interacting pathways are regulated by miRNAs in breast cancer subtypes

scientific article

Identification of microRNA clusters cooperatively acting on epithelial to mesenchymal transition in triple negative breast cancer

scientific article published on 01 March 2019

Imaging in radiotherapy

In Silico Approach for the Definition of radiomiRNomic Signatures for Breast Cancer Differential Diagnosis

scientific article published on 20 November 2019

In silico identification of drug target pathways in breast cancer subtypes using pathway cross-talk inhibition.

scientific article published on 5 June 2018

In silico perturbation of drug targets in pan-cancer analysis combining multiple networks and pathways

scientific article published on 03 March 2019

In-Silico Integration Approach to Identify a Key miRNA Regulating a Gene Network in Aggressive Prostate Cancer.

scientific article published on 19 March 2018

Integrated CT/PET systems

Integrating genetics and epigenetics in breast cancer: biological insights, experimental, computational methods and therapeutic potential

scientific article

Integration of (18)FDG-PET Metabolic and Functional Connectomes in the Early Diagnosis and Prognosis of the Alzheimer's Disease

scientific article published on 16 November 2015

Integration of mRNA expression profile, copy number alterations, and microRNA expression levels in breast cancer to improve grade definition

scientific article

Integration of multiple networks and pathways identifies cancer driver genes in pan-cancer analysis.

scientific article published on 6 January 2018

Integrative Analysis with Monte Carlo Cross-Validation Reveals miRNAs Regulating Pathways Cross-Talk in Aggressive Breast Cancer

scientific article published on 9 July 2015

Latent classes of emotional and behavioural problems in epidemiological and referred samples and their relations to DSM-IV diagnoses

scientific article

Lesion detectability and quantification in PET/CT oncological studies by Monte Carlo simulations

Linking transitions between the highly deformed states and the yrast states of normal deformation in 133Nd

MRI Characterizes the Progressive Course of AD and Predicts Conversion to Alzheimer's Dementia 24 Months Before Probable Diagnosis.

scientific article

Machine learning on brain MRI data for differential diagnosis of Parkinson's disease and Progressive Supranuclear Palsy

scientific article

Machine-Learning neuroimaging challenge for automated diagnosis of mild cognitive impairment: Lessons learnt.

scientific article published on 2 January 2018

Magnetic resonance imaging biomarkers for the early diagnosis of Alzheimer's disease: a machine learning approach

scientific article

MicroRNA-567 dysregulation contributes to carcinogenesis of breast cancer, targeting tumor cell proliferation, and migration

scientific article published on 20 December 2016

MicroRNAs as Biomarkers for Diagnosis, Prognosis and Theranostics in Prostate Cancer

scientific article

MicroRNAs: New Biomarkers for Diagnosis, Prognosis, Therapy Prediction and Therapeutic Tools for Breast Cancer

scientific article

Monte Carlo simulations in SPET and PET.

scientific article

Moonlight: a tool for biological interpretation and driver genes discovery

article

Multi-modal medical image integration to optimize radiotherapy planning in lung cancer treatment

scientific article published in October 2004

Optimizing Neuropsychological Assessments for Cognitive, Behavioral, and Functional Impairment Classification: A Machine Learning Study

scientific article published on 31 January 2017

PVE Correction in PET-CT Whole-Body Oncological Studies From PVE-Affected Images

PVE correction in PET from PVE affected images

Parameters Influencing PET Imaging Features: A Phantom Study with Irregular and Heterogeneous Synthetic Lesions

scientific article published on 10 September 2018

Partial volume corrected 18F-FDG PET mean standardized uptake value correlates with prognostic factors in breast cancer

scientific article

Pathway-based expression profile for breast cancer diagnoses.

scientific article published on August 2014

Performance evaluation of the new whole-body PET/CT scanner: Discovery ST.

scientific article published on 10 February 2004

Phenotypic heterogeneity of Niemann-Pick disease type C in monozygotic twins

scientific article published on 24 December 2014

Portrait of Tissue-Specific Coexpression Networks of Noncoding RNAs (miRNA and lncRNA) and mRNAs in Normal Tissues

scientific article published on 03 September 2019

Potential Role of miRNAs as Theranostic Biomarkers of Epilepsy

scientific article published on 13 September 2018

Predictive value of pre-therapy (18)F-FDG PET/CT for the outcome of (18)F-FDG PET-guided radiotherapy in patients with head and neck cancer

scientific article published on 29 August 2013

Prognostic Value of 18F-Fluorocholine PET Parameters in Metastatic Castrate-Resistant Prostate Cancer Patients Treated with Docetaxel

scientific article published on 26 March 2019

Prone 18F-FDG PET/CT changes diagnostic and surgical intervention in a breast cancer patient: some considerations about PET/CT imaging acquisition protocol

scientific article published on 18 November 2014

Quantitative measurement of 18F-FDG PET/CT uptake reflects the expansion of circulating plasmablasts in IgG4-related disease.

scientific article published on 7 July 2017

Radiation-Induced Gene Expression Changes in High and Low Grade Breast Cancer Cell Types.

scientific article published on 4 April 2018

Radiomics approach in the neurodegenerative brain

scientific article published on 19 August 2019

Radiomics: is it time to compose the puzzle?

scientific article published on 15 October 2018

Response to chemotherapy in gastric adenocarcinoma with diffusion-weighted MRI and (18) F-FDG-PET/CT: correlation of apparent diffusion coefficient and partial volume corrected standardized uptake value with histological tumor regression grade

scientific article published on 8 November 2013

Shared cortical anatomy for motor awareness and motor control.

scientific article

SpidermiR: An R/Bioconductor Package for Integrative Analysis with miRNA Data

scientific article

Statistical Voxel-Based Methods and [18F]FDG PET Brain Imaging: Frontiers for the Diagnosis of AD.

scientific article

TCGAbiolinks: an R/Bioconductor package for integrative analysis of TCGA data

scientific article

Texture descriptors and voxels for the early diagnosis of Alzheimer's disease

scientific article published on 18 May 2019

The Adoption of Radiomics and machine learning improves the diagnostic processes of women with Ovarian MAsses (the AROMA pilot study)

scientific article published on 21 July 2020

The Compression Flow as a Measure to Estimate the Brain Connectivity Changes in Resting State fMRI and 18FDG-PET Alzheimer's Disease Connectomes

scientific article

The impact of different 18FDG PET healthy subject scans for comparison with single patient in SPM analysis

scientific article published on 5 December 2014

The potential of miRNAs for diagnosis, treatment and monitoring of breast cancer

scientific article

The utility of FDG-PET in the differential diagnosis of Parkinsonism

scientific article published on 5 April 2017

Two-dimensional vs three-dimensional imaging in whole body oncologic PET/CT: a Discovery-STE phantom and patient study.

scientific article published on 30 April 2007

Unified description and validation of Monte Carlo simulators in PET

scientific article published on 01 January 2005

Use of Machine Learning to Identify Children with Autism and Their Motor Abnormalities.

scientific article published in July 2015

Using deconvolution to improve PET spatial resolution in OSEM iterative reconstruction.

scientific article published in January 2007

Validation of an optimized SPM procedure for FDG-PET in dementia diagnosis in a clinical setting

scientific article

[(18)F]FDG PET/CT features for the molecular characterization of primary breast tumors

scientific article published on 15 July 2017

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