AIMC Topic: Humans

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netDx: interpretable patient classification using integrated patient similarity networks.

Molecular systems biology Mar 14, 2019
Patient classification has widespread biomedical and clinical applications, including diagnosis, prognosis, and treatment response prediction. A clinically useful prediction algorithm should be accurate, generalizable, be able to integrate diverse da...
Benchmarking Survival Analysis Software Algorithms Prognosis Female Asthma Breast Neoplasms Genomics Workflow Humans Machine Learning
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Automatically identifying social isolation from clinical narratives for patients with prostate Cancer.

BMC medical informatics and decision making Mar 14, 2019
BACKGROUND: Social isolation is an important social determinant that impacts health outcomes and mortality among patients. The National Academy of Medicine recently recommended that social isolation be documented in electronic health records (EHR). H...
Humans Algorithms Electronic Health Records Medical Informatics Applications Personal Narratives as Topic Aged Narration Male Natural Language Processing Middle Aged Prostatic Neoplasms Social Isolation
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TADKB: Family classification and a knowledge base of topologically associating domains.

BMC genomics Mar 14, 2019
BACKGROUND: Topologically associating domains (TADs) are considered the structural and functional units of the genome. However, there is a lack of an integrated resource for TADs in the literature where researchers can obtain family classifications a...
Chromatin Assembly and Disassembly Humans Chromosomes, Mammalian Algorithms Animals Mice Genomics Knowledge Bases RNA, Long Noncoding Multigene Family Gene Expression Regulation Genome
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Visual network alterations in brain functional connectivity in chronic low back pain: A resting state functional connectivity and machine learning study.

NeuroImage. Clinical Mar 14, 2019
Chronic low back pain (cLBP) is associated with widespread functional and structural changes in the brain. This study aims to investigate the resting state functional connectivity (rsFC) changes of visual networks in cLBP patients and the feasibility...
Support Vector Machine Adult Magnetic Resonance Imaging Connectome Low Back Pain Humans Male Cerebral Cortex Female Nerve Net Middle Aged Young Adult Visual Perception Cohort Studies
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Deep Collaborative Learning With Application to the Study of Multimodal Brain Development.

IEEE transactions on bio-medical engineering Mar 13, 2019
OBJECTIVE: Multi-modal functional magnetic resonance imaging has been widely used for brain research. Conventional data-fusion methods cannot capture complex relationship (e.g., nonlinear predictive relationship) between multiple data. This paper aim...
Algorithms Brain Young Adult Adult Humans Magnetic Resonance Imaging Deep Learning Adolescent Child Image Processing, Computer-Assisted
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Machine Learning Using CT-FFR Predicts Proximal Atherosclerotic Plaque Formation Associated With LAD Myocardial Bridging.

JACC. Cardiovascular imaging Mar 13, 2019
Fractional Flow Reserve, Myocardial Myocardial Bridging Coronary Vessels Plaque, Atherosclerotic Computed Tomography Angiography Aged Predictive Value of Tests Male Coronary Angiography Prognosis Middle Aged Coronary Artery Disease Retrospective Studies Time Factors Image Interpretation, Computer-Assisted Female Humans Risk Factors Machine Learning
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Review of Medical Decision Support and Machine-Learning Methods.

Veterinary pathology Mar 13, 2019
Machine-learning methods can assist with the medical decision-making processes at the both the clinical and diagnostic levels. In this article, we first review historical milestones and specific applications of computer-based medical decision support...
Humans Neural Networks, Computer Animals Decision Trees Bayes Theorem Veterinary Medicine Machine Learning Algorithms Medicine Clinical Decision-Making
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Differentiation of glioblastoma from solitary brain metastases using radiomic machine-learning classifiers.

Cancer letters Mar 13, 2019
This study aimed to identify the optimal radiomic machine-learning classifier for differentiating glioblastoma (GBM) from solitary brain metastases (MET) preoperatively. Four hundred and twelve patients with solitary brain tumors (242 GBM and 170 sol...
Humans Machine Learning Female Brain Neoplasms Male Middle Aged Glioblastoma Cell Differentiation Neoplasm Metastasis
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Analysis and evaluation of handwriting in patients with Parkinson's disease using kinematic, geometrical, and non-linear features.

Computer methods and programs in biomedicine Mar 13, 2019
BACKGROUND AND OBJECTIVES: Parkinson's disease is a neurological disorder that affects the motor system producing lack of coordination, resting tremor, and rigidity. Impairments in handwriting are among the main symptoms of the disease. Handwriting a...
Handwriting Tremor Aged Support Vector Machine Aged, 80 and over Humans Parkinson Disease Adult Nonlinear Dynamics Male Biomechanical Phenomena Algorithms Pattern Recognition, Automated Middle Aged Female Deep Learning Reproducibility of Results Models, Theoretical
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Machine learning & forensic science.

Forensic science international Mar 13, 2019
Forensic Sciences Machine Learning Data Analysis Algorithms Humans Big Data
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