Search Results - "Laine, Andrew"
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Association Between Long-term Exposure to Ambient Air Pollution and Change in Quantitatively Assessed Emphysema and Lung Function
Published in JAMA : the journal of the American Medical Association (13-08-2019)“…IMPORTANCE: While air pollutants at historical levels have been associated with cardiovascular and respiratory diseases, it is not known whether exposure to…”
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A Partial Intensity Invariant Feature Descriptor for Multimodal Retinal Image Registration
Published in IEEE transactions on biomedical engineering (01-07-2010)“…Detection of vascular bifurcations is a challenging task in multimodal retinal image registration. Existing algorithms based on bifurcations usually fail in…”
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Anatomical brain images alone can accurately diagnose chronic neuropsychiatric illnesses
Published in PloS one (07-12-2012)“…Diagnoses using imaging-based measures alone offer the hope of improving the accuracy of clinical diagnosis, thereby reducing the costs associated with…”
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Time domain compressive beam forming of ultrasound signals
Published in The Journal of the Acoustical Society of America (01-05-2015)“…Ultrasound imaging is a wide spread technique used in medical imaging as well as in non-destructive testing. The technique offers many advantages such as…”
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Characterizing Alzheimer's Disease With Image and Genetic Biomarkers Using Supervised Topic Models
Published in IEEE journal of biomedical and health informatics (01-04-2020)“…Neuroimaging and genetic biomarkers have been widely studied from discriminative perspectives towards Alzheimer's disease (AD) classification, since…”
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Biomechanics of milk extraction during breast-feeding
Published in Proceedings of the National Academy of Sciences - PNAS (08-04-2014)“…How do infants extract milk during breast-feeding? We have resolved a century-long scientific controversy, whether it is sucking of the milk by subatmospheric…”
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MR spectroscopy frequency and phase correction using convolutional neural networks
Published in Magnetic resonance in medicine (01-04-2022)“…Purpose To introduce a novel convolutional neural network (CNN)‐based approach for frequency‐and‐phase correction (FPC) of MR spectroscopy (MRS) spectra to…”
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Automated Multiclass Artifact Detection in Diffusion MRI Volumes via 3D Residual Squeeze-and-Excitation Convolutional Neural Networks
Published in Frontiers in human neuroscience (30-03-2022)“…Diffusion MRI (dMRI) is widely used to investigate neuronal and structural development of brain. dMRI data is often contaminated with various types of…”
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A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data
Published in IEEE transactions on pattern analysis and machine intelligence (01-02-2013)“…This paper proposes a novel temporal knowledge representation and learning framework to perform large-scale temporal signature mining of longitudinal…”
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MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-06-2024)“…Robust segmentation is critical for deriving quantitative measures from large-scale, multi-center, and longitudinal medical scans. Manually annotating medical…”
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Conference Proceeding -
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Minimum Electric Field Exposure for Seizure Induction with Electroconvulsive Therapy and Magnetic Seizure Therapy
Published in Neuropsychopharmacology (New York, N.Y.) (01-05-2017)“…Lowering and individualizing the current amplitude in electroconvulsive therapy (ECT) has been proposed as a means to produce stimulation closer to the neural…”
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A Comprehensive and Broad Approach to Resting-State Functional Connectivity in Adult Patients with Mild Traumatic Brain Injury
Published in American journal of neuroradiology : AJNR (01-05-2024)“…Several recent works using resting-state fMRI suggest possible alterations of resting-state functional connectivity after mild traumatic brain injury. However,…”
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A review of imaging techniques for systems biology
Published in BMC systems biology (12-08-2008)“…This paper presents a review of imaging techniques and of their utility in system biology. During the last decade systems biology has matured into a distinct…”
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Regional electric field induced by electroconvulsive therapy in a realistic finite element head model: Influence of white matter anisotropic conductivity
Published in NeuroImage (Orlando, Fla.) (01-02-2012)“…We present the first computational study investigating the electric field (E-field) strength generated by various electroconvulsive therapy (ECT) electrode…”
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Electric Field Model of Transcranial Electric Stimulation in Nonhuman Primates: Correspondence to Individual Motor Threshold
Published in IEEE transactions on biomedical engineering (01-09-2015)“…Objective: To develop a pipeline for realistic head models of nonhuman primates (NHPs) for simulations of noninvasive brain stimulation, and use these models…”
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Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study
Published in IEEE transactions on medical imaging (01-12-2021)“…Pulmonary emphysema overlaps considerably with chronic obstructive pulmonary disease (COPD), and is traditionally subcategorized into three subtypes previously…”
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MUC5B , telomere length and longitudinal quantitative interstitial lung changes: the MESA Lung Study
Published in Thorax (01-06-2023)“…The promoter variant (rs35705950) and telomere length are linked to pulmonary fibrosis and CT-based qualitative assessments of interstitial abnormalities, but…”
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Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans
Published in Thorax (01-11-2023)“…Treatment and preventative advances for chronic obstructive pulmonary disease (COPD) have been slow due, in part, to limited subphenotypes. We tested if…”
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Quantifying Brain [18F]FDG Uptake Noninvasively by Combining Medical Health Records and Dynamic PET Imaging Data
Published in IEEE journal of biomedical and health informatics (01-11-2019)“…Full quantification of regional cerebral metabolic rate of glucose (rCMRglu) with [ 18 F]fluorodeoxyglucose ([ 18 F]FDG) positron emission tomography (PET)…”
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