The Challenges of Diagnostic Imaging in the Era of Big Data

A review on radiomics and the future of theranostics for patient selection in precision medicine

(2018) Simon A Keek et al.   BRITISH JOURNAL OF RADIOLOGY

DCE-MRI Pharmacokinetic-Based Phenotyping of Invasive Ductal Carcinoma: A Radiomic Study for Prediction of Histological Outcomes

(2018) Serena Monti et al.   Contrast Media & Molecular Imaging

Individual differences in decision making competence revealed by multivariate fMRI

(2018) Tanveer Talukdar et al.   HUMAN BRAIN MAPPING

Simulation and Synthesis in Medical Imaging

(2018) Alejandro F. Frangi et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Concurrence of big data analytics and healthcare: A systematic review

(2018) Nishita Mehta et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Reinventing Radiology

(2018) Michael A. Morris et al.   JOURNAL OF THORACIC IMAGING

Simultaneous resting-state FDG-PET/fMRI in Alzheimer Disease: Relationship between glucose metabolism and intrinsic activity

(2018) Rocco Marchitelli et al.   NEUROIMAGE

Morphometric Similarity Networks Detect Microscale Cortical Organization and Predict Inter-Individual Cognitive Variation

(2018) Jakob Seidlitz et al.   NEURON

Prediction of disease-free survival by the PET/CT radiomic signature in non-small cell lung cancer patients undergoing surgery

(2017) Margarita Kirienko et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Radiogenomic Analysis of Oncological Data: A Technical Survey

(2017) Mariarosaria Incoronato et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Radiomics: the bridge between medical imaging and personalized medicine

(2017) Philippe Lambin et al.   Nature Reviews Clinical Oncology

Functional connectomics from a “big data” perspective

(2017) Mingrui Xia et al.   NEUROIMAGE

Surface-based morphometry reveals the neuroanatomical basis of the five-factor model of personality

(2017) Roberta Riccelli et al.   Social Cognitive and Affective Neuroscience

Big Data and the Future of Radiology Informatics

(2016) Akash P. Kansagra et al.   ACADEMIC RADIOLOGY

The relationship between anthropometry and body composition from computed tomography: The Mediators of Atherosclerosis in South Asians Living in America Study

(2016) Morgana Mongraw-Chaffin et al.   ETHNICITY & HEALTH

Towards felicitous decision making: An overview on challenges and trends of Big Data

(2016) Hai Wang et al.   INFORMATION SCIENCES

Computed tomography–generated anthropometric measurements of orbital relationships in normal infants and children

(2016) Garrett M. Pool et al.   Journal of Neurosurgery-Pediatrics

A multi-modal parcellation of human cerebral cortex

(2016) Matthew F. Glasser et al.   NATURE

Multimodal population brain imaging in the UK Biobank prospective epidemiological study

(2016) Karla L Miller et al.   NATURE NEUROSCIENCE

Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

Hybrid PET/MR Imaging and Brain Connectivity

(2016) Marco Aiello et al.   Frontiers in Neuroscience

DICOM for quantitative imaging biomarker development: a standards based approach to sharing clinical data and structured PET/CT analysis results in head and neck cancer research

(2016) Andriy Fedorov et al.   PeerJ

Imaging and finite element analysis: A methodology for non-invasive characterization of aortic tissue

(2015) Vittoria Flamini et al.   MEDICAL ENGINEERING & PHYSICS

Relationship between simultaneously acquired resting-state regional cerebral glucose metabolism and functional MRI: A PET/MR hybrid scanner study

(2015) Marco Aiello et al.   NEUROIMAGE

The Sex and Race Specific Relationship between Anthropometry and Body Fat Composition Determined from Computed Tomography: Evidence from the Multi-Ethnic Study of Atherosclerosis

(2015) Morgana Mongraw-Chaffin et al.   PLoS One

Role of the Quantitative Imaging Biomarker Alliance in Optimizing CT for the Evaluation of Lung Cancer Screen–Detected Nodules

(2015) James L. Mulshine et al.   Journal of the American College of Radiology

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

(2014) Hugo J. W. L. Aerts et al.   Nature Communications

Data mining with big data

(2013) Xindong Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Mapping the Human Connectome

(2012) Arthur W. Toga et al.   NEUROSURGERY

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

Ome sweet ome: what can the genome tell us about the connectome?

(2008) Jeff W Lichtman et al.   CURRENT OPINION IN NEUROBIOLOGY

Identification of noninvasive imaging surrogates for brain tumor gene-expression modules

(2008) Maximilian Diehn et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA