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Biomedical Signal Processing and Control, ISSN 1746-8094, 01/2020, Volume 55, p. 101648
This work proposes a novel framework for brain tumor segmentation prediction in longitudinal multimodal MRI scans, comprising two methods; feature fusion and... 
Reaction-diffusion equation | Longitudinal MRI | Lattice-Boltzmann method | Tumor segmentation prediction | BraTS | Texture features | Feature and label fusion
Journal Article
Scientific Reports, ISSN 2045-2322, 12/2019, Volume 9, Issue 1, pp. 8747 - 8
Glioblastoma (GBM) is the most common primary malignant brain tumor in adults and carries a dismal prognosis. Significant challenges in the care of patients... 
VISUALIZATION | THERAPY | MULTIDISCIPLINARY SCIENCES | BIOLOGY | PATTERN-ANALYSIS | PROLIFERATION | RADIOTHERAPY | Neuroimaging | Magnetic resonance imaging | Perfusion | Tumor cells | Brain tumors | Glioblastoma | Hypoxia
Journal Article
Translational Psychiatry, ISSN 2158-3188, 12/2019, Volume 9, Issue 1, pp. 78 - 10
Cigarette smoking has been associated with dementia and dementia-related brain changes, notably gray matter (GM) volume atrophy. These associations are thought... 
YOUNG-ADULTS | INDIVIDUALS | DEPRESSION | CINGULATE | METAANALYSIS | RISK-FACTOR | ALCOHOL | PSYCHIATRY | DRUG-ADDICTION | NICOTINE EXPOSURE | PROGRESSION | Alcohol | Middle age | Smoking | Dementia
Journal Article
Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology, ISSN 0893-133X, 09/2019, Volume 44, Issue 13, pp. 2254 - 2262
Irritability is an important dimension of psychopathology that spans multiple clinical diagnostic categories, yet its relationship to patterns of brain... 
Neuroimaging | Brain | Networks | Splines | Multivariate analysis | Thickness | Magnetic resonance imaging | Covariance | Thinning | Cortex (frontal) | Diagnostic systems | Software | Psychopathology | Females | Cross sections | Cortex (temporal)
Journal Article
Medical Image Analysis, ISSN 1361-8415, 12/2019, Volume 58, p. 101560
Journal Article
SCIENTIFIC REPORTS, ISSN 2045-2322, 08/2019, Volume 9, Issue 1, pp. 12114 - 12
We analyzed DCE-MR images from 132 women with locally advanced breast cancer from the I-SPY1 trial to evaluate changes of intra-tumor heterogeneity for... 
TRIAL | DEFORMABLE REGISTRATION | BIOMARKER | MULTIDISCIPLINARY SCIENCES | INTRATUMOR HETEROGENEITY | TEXTURE ANALYSIS | PATTERNS | RECURRENCE-FREE SURVIVAL | SIGNATURE | Acetylcysteine | Chemotherapy | Breast cancer | Magnetic resonance imaging
Journal Article
Neuro-Oncology, ISSN 1522-8517, 11/2019, Volume 21, Issue Supplement_6, pp. vi170 - vi170
Abstract BACKGROUND Skull-stripping describes essential pre-processing in neuro-imaging, directly impacting subsequent analyses. Existing skull-stripping... 
Journal Article
Neuro-Oncology, ISSN 1522-8517, 11/2019, Volume 21, Issue Supplement_6, pp. vi168 - vi169
Abstract PURPOSE Glioblastoma managed with maximal resection and adjuvant chemoradiation has large heterogeneity at the time of tumor recurrence... 
Journal Article
Neuro-Oncology, ISSN 1522-8517, 11/2019, Volume 21, Issue Supplement_6, pp. vi270 - vi270
Abstract BACKGROUND The malignant parenchyma in glioblastoma extends beyond the enhancing borders of tumor on postcontrast T1-weighted magnetic resonance... 
Journal Article
Neuro-Oncology, ISSN 1522-8517, 11/2019, Volume 21, Issue Supplement_6, pp. vi271 - vi272
Abstract BACKGROUND High expression of O6-methylguanine-DNA methyltransferase (MGMT) in glioblastoma is associated with resistance to temozolomide, as tumor... 
Journal Article
Innovation in Aging, ISSN 2399-5300, 11/2019, Volume 3, Issue Supplement_1, pp. S403 - S403
Abstract With aging, brain structural integrity may influence patterns of physical activity (PA) performed in community-dwelling settings. In 281... 
Journal Article
Innovation in Aging, ISSN 2399-5300, 11/2019, Volume 3, Issue Supplement_1, pp. S14 - S14
Abstract Emerging evidence demonstrates that exposure to race-related adversity, specifically, individual-level discrimination, in middle-age is adversely... 
Journal Article
International Journal of Computer Assisted Radiology and Surgery, ISSN 1861-6410, 9/2019, Volume 14, Issue 9, pp. 1461 - 1461
Journal Article
JAMA otolaryngology-- head & neck surgery, ISSN 2168-6181, 07/2019, Volume 145, Issue 9, pp. 794 - 802
Hearing impairment (HI) in midlife (45-65 years of age) may be associated with longitudinal neurodegeneration of temporal lobe structures, a biomarker of early... 
SURGERY | DEMENTIA | ALZHEIMERS-DISEASE | OLDER-ADULTS | AUDITORY-CORTEX | MORPHOMETRY | OTORHINOLARYNGOLOGY | NEURODEGENERATION | RISK | MILD COGNITIVE IMPAIRMENT | DECLINE
Journal Article
Neurobiology of Aging, ISSN 0197-4580, 09/2019, Volume 81, pp. 146 - 156
We evaluated sex differences in MRI-based volume loss and differences in predictors of this neurodegeneration in cognitively healthy older adults.... 
Cognitively normal | Neurodegeneration | Cardiovascular risk factors | RISK-FACTORS | DIMORPHISM | NEUROSCIENCES | CEREBRAL-CORTEX | BLOOD-PRESSURE | GERIATRICS & GERONTOLOGY | HIPPOCAMPAL VOLUME | ANATOMY | WOMEN | GREY-MATTER VOLUME | GENDER-DIFFERENCES | AGE | Hypertension | Brain | Gerontology | Neurosciences | Analysis | Aged | Apolipoproteins | Psychophysiology | Risk factors
Journal Article
NeuroImage: Clinical, ISSN 2213-1582, 2019, Volume 24, p. 101997
It has been 10 years since machine learning was first applied to neuroimaging data in psychiatric disorders to identify diagnostic and prognostic markers at... 
Psychotherapy | Biomarkers | Antidepressant medication | Major depression | Machine learning | Prediction
Journal Article
Journal of magnetic resonance imaging : JMRI, ISSN 1053-1807, 08/2019
Over the past few decades, the advent and development of genomic assessment methods and computational approaches have raised the hopes for identifying... 
Journal Article
NeuroImage, ISSN 1053-8119, 08/2019, Volume 197, pp. 652 - 656
Journal Article
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