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1. Full Text Methodological challenges and analytic opportunities for modeling and interpreting Big Healthcare Data
by Dinov, Ivo D
Gigascience, ISSN 2047-217X, 2016, Volume 5, Issue 1, pp. 12 - 12
Visualization | Workflows | Big data | Cloud services | Information technology | Modeling | Analytics | Processing | Science & Technology - Other Topics | Biology | Multidisciplinary Sciences | Life Sciences & Biomedicine - Other Topics | Life Sciences & Biomedicine | Science & Technology | Models, Theoretical | Computational Biology - methods | Reproducibility of Results | Humans | Software | Delivery of Health Care - statistics & numerical data | Neuroimaging - statistics & numerical data | Principal Component Analysis | Index Medicus
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2. Full Text Flipping the grant application review process
by Dinov, Ivo D
Studies in higher education (Dorchester-on-Thames), ISSN 0307-5079, 08/2020, Volume 45, Issue 8, pp. 1737 - 1745
research index | research funding | evaluation of education | peer review | grant review | impact | Academic | Education & Educational Research | Social Sciences | Decision Making | Financial Support | Research Proposals | Educational Assessment | Resource Allocation | Bids | Peer Evaluation | Grantsmanship | Reliability | Law of diminishing returns | Funding | Decision making | Research funding | Discovery | Purchasing power | Justification | Public investment | Research | Peer review
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3. Full Text Data Science and Predictive Analytics
: Biomedical and Health Applications Using R
by Dinov, Ivo D
2018, ISBN 3319723464, 851
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4. Full Text Comparison of genomic data via statistical distribution
by Amiri, Saeid and Dinov, Ivo D
Journal of theoretical biology, ISSN 0022-5193, 10/2016, Volume 407, pp. 318 - 327
K-tuple | Alignment-free | Clustering | Distance | Biology | Life Sciences & Biomedicine - Other Topics | Life Sciences & Biomedicine | Science & Technology | Mathematical & Computational Biology | Genome, Bacterial | Algorithms | Base Sequence | Statistical Distributions | Herpesviridae - genetics | Genome, Mitochondrial | Phylogeny | Genome | Genomics - methods | Mutation - genetics | Cluster Analysis | Nucleotide sequencing | Comparative analysis | Genomics | DNA sequencing | Index Medicus | clustering | distance
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5. Full Text Quant data science meets dexterous artistry
by Dinov, Ivo D
International journal of data science and analytics, ISSN 2364-415X, 03/2019, Volume 7, Issue 2, pp. 81 - 86
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6. Full Text Model-based and model-free machine learning techniques for diagnostic prediction and classification of clinical outcomes in Parkinson's disease
by Gao, Chao and Sun, Hanbo and Wang, Tuo and Tang, Ming and Bohnen, Nicolaas I and Müller, Martijn L. T. M and Herman, Talia and Giladi, Nir and Kalinin, Alexandr and Spino, Cathie and Dauer, William and Hausdorff, Jeffrey M and Dinov, Ivo D
Scientific reports, ISSN 2045-2322, 12/2018, Volume 8, Issue 1, pp. 7129 - 21
Science & Technology - Other Topics | Multidisciplinary Sciences | Science & Technology | Models, Theoretical | Neuroimaging - methods | Parkinson Disease - diagnostic imaging | Humans | Middle Aged | Logistic Models | Male | Support Vector Machine | Parkinson Disease - physiopathology | Gait - physiology | Gait Disorders, Neurologic - diagnosis | Machine Learning | Accidental Falls - prevention & control | Gait Disorders, Neurologic - physiopathology | Parkinson Disease - diagnosis | Female | Aged | Postural Balance - physiology | Gait Disorders, Neurologic - diagnostic imaging | Neuroimaging | Learning algorithms | Animal models | Parkinson's disease | Gait | Tremor | Neural networks | Classification | Parkinsons disease | Artificial intelligence | Movement disorders | Posture | Index Medicus
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7. Full Text Modernizing the Methods and Analytics Curricula for Health Science Doctoral Programs
by Dinov, Ivo D
Frontiers in public health, ISSN 2296-2565, 02/2020, Volume 8, pp. 22 - 22
Life Sciences & Biomedicine | Public, Environmental & Occupational Health | Science & Technology | Education | Curricula | Methods | doctoral training | analytics | graduate curricula | health science | data science | methods
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8. Full Text 3D comparison of hippocampal atrophy in amnestic mild cognitive impairment and Alzheimer's disease
by Apostolova, Liana G and Dinov, Ivo D and Dutton, Rebecca A and Hayashi, Kiralee M and Toga, Arthur W and Cummings, Jeffrey L and Thompson, Paul M
Brain (London, England : 1878), ISSN 0006-8950, 11/2006, Volume 129, Issue 11, pp. 2867 - 2873
Atrophy | Mild cognitive impairment | Alzheimer's disease | Hippocampus | Neurosciences | Clinical Neurology | Neurosciences & Neurology | Life Sciences & Biomedicine | Science & Technology | Headache. Facial pains. Syncopes. Epilepsia. Intracranial hypertension. Brain oedema. Cerebral palsy | Neurology | Biological and medical sciences | Medical sciences | Degenerative and inherited degenerative diseases of the nervous system. Leukodystrophies. Prion diseases | Nervous system (semeiology, syndromes) | Humans | Middle Aged | Cognition Disorders - pathology | Imaging, Three-Dimensional - methods | Logistic Models | Male | Hippocampus - pathology | Brain Mapping - methods | Image Processing, Computer-Assisted - methods | Disease Progression | Alzheimer Disease - pathology | Neuropsychological Tests | Magnetic Resonance Imaging | Psychiatric Status Rating Scales | Aged, 80 and over | Female | Aged | Index Medicus | Abridged Index Medicus
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9. Full Text msktuple: An integrated R library for alignment-free multiple sequence k-tuple analysis
by Amiri, Saeid and Dinov, Ivo D
Chemometrics and intelligent laboratory systems, ISSN 0169-7439, 09/2017, Volume 168, pp. 84 - 88
k-tuple | Clustering | Dissimilarity | Ensembling methods | Multiple alignment-free | Mathematics, Interdisciplinary Applications | Statistics & Probability | Physical Sciences | Chemistry | Technology | Instruments & Instrumentation | Computer Science | Automation & Control Systems | Computer Science, Artificial Intelligence | Mathematics | Chemistry, Analytical | Science & Technology | Analysis | Libraries | Public software
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10. Full Text Automated hippocampal shape analysis predicts the onset of dementia in mild cognitive impairment
by Costafreda, Sergi G and Dinov, Ivo D and Tu, Zhuowen and Shi, Yonggang and Liu, Cheng-Yi and Kloszewska, Iwona and Mecocci, Patrizia and Soininen, Hilkka and Tsolaki, Magda and Vellas, Bruno and Wahlund, Lars-Olof and Spenger, Christian and Toga, Arthur W and Lovestone, Simon and Simmons, Andrew
NeuroImage (Orlando, Fla.), ISSN 1053-8119, 2011, Volume 56, Issue 1, pp. 212 - 219
Neuroimaging | Automated methods | Prognosis | Mild cognitive impairment | Alzheimer's disease | Hippocampus | Neurosciences | Neurosciences & Neurology | Life Sciences & Biomedicine | Radiology, Nuclear Medicine & Medical Imaging | Science & Technology | Predictive Value of Tests | Humans | Image Interpretation, Computer-Assisted - methods | Middle Aged | Cognition Disorders - pathology | Dementia - diagnosis | Male | Hippocampus - pathology | Brain Mapping - methods | Disease Progression | Neuropsychological Tests | Magnetic Resonance Imaging | Female | Aged | Development and progression | Usage | Analysis | Studies | Genotype & phenotype | Accuracy | Automation | Medical imaging | Neuropathology | Older people | Classification | Cognitive ability | Alzheimers disease | Dementia | Index Medicus | Alzheimer’s disease | Mild Cognitive Impairment | Medicin och hälsovetenskap
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11. Full Text Predictive Big Data Analytics using the UK Biobank Data
by Zhou, Yiwang and Zhao, Lu and Zhou, Nina and Zhao, Yi and Marino, Simeone and Wang, Tuo and Sun, Hanbo and Toga, Arthur W and Dinov, Ivo D
Scientific reports, ISSN 2045-2322, 04/2019, Volume 9, Issue 1, pp. 6012 - 6012
Science & Technology - Other Topics | Multidisciplinary Sciences | Science & Technology | Neuroimaging | Phenotypes | Mental disorders | Phenotyping | Biomarkers | Aging | Data processing | Index Medicus
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12. Full Text Along-tract statistics allow for enhanced tractography analysis
by Colby, John B and Soderberg, Lindsay and Lebel, Catherine and Dinov, Ivo D and Thompson, Paul M and Sowell, Elizabeth R
NeuroImage (Orlando, Fla.), ISSN 1053-8119, 02/2012, Volume 59, Issue 4, pp. 3227 - 3242
Diffusion imaging | Along-tract | FASD | B-spline | White matter | Tractography | Neuroimaging | Neurosciences | Neurosciences & Neurology | Life Sciences & Biomedicine | Radiology, Nuclear Medicine & Medical Imaging | Science & Technology | Anisotropy | Fetal Alcohol Spectrum Disorders - diagnosis | Humans | Adolescent | Female | Male | Functional Neuroimaging - methods | Image Enhancement - methods | Brain Mapping - methods | Fetal alcohol syndrome | Effect of alcohol on | Fetus | Studies | Nuclear magnetic resonance--NMR | Attention Deficit Hyperactivity Disorder | Alcohol | Connectivity | Statistics | Dissection | Index Medicus | along-tract | tractography | diffusion imaging
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