Andrew F. Laine
Orcid: 0000-0003-3797-0628Affiliations:
- Columbia University, New York City, USA
According to our database1,
Andrew F. Laine
authored at least 175 papers
between 1988 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2010, "For contributions to wavelet applications in digital mammography, and ultrasound image analysis".
Timeline
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Online presence:
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on orcid.org
On csauthors.net:
Bibliography
2024
Robust deep labeling of radiological emphysema subtypes using squeeze and excitation convolutional neural networks: The MESA Lung and SPIROMICS Studies.
CoRR, 2024
Robust Quantification of Percent Emphysema on CT Via Domain Attention: The Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Unsupervised Airway Tree Clustering with Deep Learning: the Multi-Ethnic Study of Atherosclerosis (Mesa) Lung Study.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Deep Learning Enables Reduced Gadolinium Dose for Contrast-Enhanced Blood-Brain Barrier Opening Quantitative Measurement.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
IEEE J. Biomed. Health Informatics, June, 2023
CoRR, 2023
3D Masked Autoencoding and Pseudo-labeling for Domain Adaptive Segmentation of Heterogeneous Infant Brain MRI.
CoRR, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
PTNet3D: A 3D High-Resolution Longitudinal Infant Brain MRI Synthesizer Based on Transformers.
IEEE Trans. Medical Imaging, 2022
ID-Seg: an infant deep learning-based segmentation framework to improve limbic structure estimates.
Brain Informatics, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape Features.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study.
IEEE Trans. Medical Imaging, 2021
Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans.
CoRR, 2021
3D U-Net Based Semantic Segmentation of Kidneys and Renal Masses on Contrast-Enhanced CT.
Proceedings of the Kidney and Kidney Tumor Segmentation - MICCAI 2021 Challenge, 2021
Unsupervised Clustering Of Airway Tree Structures On High-Resolution CT: The Mesa Lung Study.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Enhanced-Quality Gan (EQ-GAN) on Lung CT Scans: Toward Truth and Potential Hallucinations.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Automatic Volumetric Quality Assessment of Diffusion MR Images via Convolutional Neural Network Classifiers.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Characterizing Alzheimer's Disease With Image and Genetic Biomarkers Using Supervised Topic Models.
IEEE J. Biomed. Health Informatics, 2020
Darwin's Neural Network: AI-based Strategies for Rapid and Scalable Cell and Coronavirus Screening.
CoRR, 2020
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning.
CoRR, 2020
Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape Features.
CoRR, 2020
Heterogeneity Measurement of Cardiac Tissues Leveraging Uncertainty Information from Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Segmentation and Uncertainty Measures of Cardiac Substrates within Optical Coherence Tomography Images via Convolutional Neural Networks.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Encoding Human Cortex Using Spherical CNNs - A Study on Alzheimer's Disease Classification.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Quantifying Brain [<sup>18</sup>F]FDG Uptake Noninvasively by Combining Medical Health Records and Dynamic PET Imaging Data.
IEEE J. Biomed. Health Informatics, 2019
Unsupervised Domain Adaption With Adversarial Learning (UDAA) for Emphysema Subtyping on Cardiac CT Scans: The Mesa Study.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Enhanced Generative Model for Unsupervised Discovery of Spatially-Informed Macroscopic Emphysema: The Mesa Copd Study.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Discriminative analysis of the human cortex using spherical CNNs - a study on Alzheimer's disease diagnosis.
CoRR, 2018
Alzheimer's disease diagnosis based on anatomically stratified texture analysis of the hippocampus in structural MRI.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Unsupervised Discovery of Spatially-Informed Lung Texture Patterns for Pulmonary Emphysema: The MESA COPD Study.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Generative method to discover emphysema subtypes with unsupervised learning using lung macroscopic patterns (LMPS): The MESA COPD study.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks.
IEEE J. Biomed. Health Informatics, 2016
IEEE J. Biomed. Health Informatics, 2016
Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization.
Medical Image Anal., 2016
Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016
Emphysema Quantification on Cardiac CT Scans Using Hidden Markov Measure Field Model: The MESA Lung Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Multiscale distribution preserving autoencoders for plaque detection in intravascular optical coherence tomography.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Sparsity-based simplification of spectral-domain optical coherence tomography images of cardiac samples.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Texton and sparse representation based texture classification of lung parenchyma in CT images.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Toward Noninvasive Quantification of Brain Radioligand Binding by Combining Electronic Health Records and Dynamic PET Imaging Data.
IEEE J. Biomed. Health Informatics, 2015
Electric Field Model of Transcranial Electric Stimulation in Nonhuman Primates: Correspondence to Individual Motor Threshold.
IEEE Trans. Biomed. Eng., 2015
Bag of forests for modelling of tissue energy interaction in optical coherence tomography for atherosclerotic plaque susceptibility assessment.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Equating emphysema scores and segmentations across CT reconstructions: A comparison study.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Sparse sampling and unsupervised learning of lung texture patterns in pulmonary emphysema: MESA COPD study.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Non-invasive quantification of brain [<sup>18</sup>F]-FDG uptake by combining medical health records and dynamic PET imaging data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Adaptive Quantification and Longitudinal Analysis of Pulmonary Emphysema With a Hidden Markov Measure Field Model.
IEEE Trans. Medical Imaging, 2014
Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound.
Medical Image Anal., 2014
Comput. Medical Imaging Graph., 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Locally weighted total variation denoising for PSF modeling artifact suppression in PET reconstruction.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Tissue specific arterial spin labeling fMRI: A superior method for imaging cerebral blood flow in aging and disease.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Stimulation strength and focality of electroconvulsive therapy and magnetic seizure therapy in a realistic head model.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Combining brain imaging data with electronic health records to non-invasively quantify [<sup>11</sup>C]DASB binding.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Toward diagnostic criteria for left ventricular systolic dysfunction from myocardial deformation.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Locally weighted total variation denoising for ringing artifact suppression in pet reconstruction using PSF modeling.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Robust quantification of pulmonary emphysema with a Hidden Markov Measure Field model.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Electric field characteristics of electroconvulsive therapy with individualized current amplitude: A preclinical study.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Anatomical variability predicts individual differences in transcranial electric stimulation motor threshold.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
A State-of-the-Art Review on Segmentation Algorithms in Intravascular Ultrasound (IVUS) Images.
IEEE Trans. Inf. Technol. Biomed., 2012
Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology.
IEEE Trans. Biomed. Eng., 2012
Regional electric field induced by electroconvulsive therapy in a realistic finite element head model: Influence of white matter anisotropic conductivity.
NeuroImage, 2012
Multimodal classification of Dementia using functional data, anatomical features and 3D invariant shape descriptors.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Brushlet segmentation for automatic detection of lumen borders in IVUS images: A comparison study.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Level set-based tracking of the endocardium without a shape prior from 3D ultrasound images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Brain tissue selection procedures for image derived input functions derived using independent components analysis.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Impact of temporal resolution on LV myocardial regional strain assessment with real-time 3D ultrasound.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Stimulation strength and focality of electroconvulsive therapy with individualized current amplitude: A preclinical study.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
A Systematic Approach Toward Reliable Atherosclerotic Plaque Characterization in IVUS Images.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012
2011
IEEE Signal Process. Mag., 2011
Quantitative detection of left ventricular dyssynchrony from cardiac computed tomography angiography.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Parameterization of real-time 3D speckle tracking framework for cardiac strain assessment.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Influence of white matter conductivity anisotropy on electric field strength induced by electroconvulsive therapy.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
A Partial Intensity Invariant Feature Descriptor for Multimodal Retinal Image Registration.
IEEE Trans. Biomed. Eng., 2010
An automated three-dimensional plus time registration framework for dynamic MR renography.
J. Vis. Commun. Image Represent., 2010
Comput. Methods Programs Biomed., 2010
2009
Medical Image Anal., 2009
Calculation of the confidence intervals for transformation parameters in the registration of medical images.
Medical Image Anal., 2009
Interactive segmentation in multimodal brain imagery using a Bayesian transductive learning approach.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Quantitative Validation of Optical Flow Based Myocardial Strain Measures Using Sonomicrometry.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Lumen Border Detection of Intravascular Ultrasound via Denoising of Directional Wavelet Representations.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
Coronary Occlusion Detection with 4D Optical Flow Based Strain Estimation on 4D Ultrasound.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
2008
Using Perturbation Theory to Compute the Morphological Similarity of Diffusion Tensors.
IEEE Trans. Medical Imaging, 2008
Proceedings of the Medical Imaging 2008: Visualization, 2008
True-false lumen segmentation of aortic dissection using multi-scale wavelet analysis and generative-discriminative model matching.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, San Diego, 2008
Segmentation of 4D MR renography images using temporal dynamics in a level set framework.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Learning non-homogenous textures and the unlearning problem with application to drusen detection in retinal images.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Texture-driven coronary artery plaque characterization using wavelet packet signatures.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Interactive image analysis in age-related macular degeneration (AMD) and Stargardt disease (STGD).
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
Int. J. Biomed. Imaging, 2007
Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007
Validation of Optical-Flow for Quantification of Myocardial Deformations on Simulated Rt3d Ultrasound.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the Functional Imaging and Modeling of the Heart, 2007
2006
Variational segmentation framework in prolate spheroidal coordinates for 3D real-time echocardiography.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Integrated Four Dimensional Registration and Segmentation of Dynamic Renal MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Comparing optical-flow based methods for quantification of myocardial deformations on RT3D ultrasound.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
An incremental and optimized learning method for the automatic classification of protein crystal images.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Heat Transfer Model of Hyporthermic Intracarotid Infusion of Cold Saline for Stroke Therapy.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Symmetry Identification Using Partial Surface Matching and Tilt Correction in 3D Brain Images.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Proceedings of the Robotics: Science and Systems I, 2005
Recognition of micro-array protein crystals images using multi-scale representations.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Imaging 2005: Visualization, 2005
Automatic 4-D Registration in Dynamic MR Renography Based on Over-Complete Dyadic Wavelet and Fourier Transforms.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Tracking of LV Endocardial Surface on Real-Time Three-Dimensional Ultrasound with Optical Flow.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005
2004
Segmentation and quantitative evaluation of brain MRI data with a multiphase 3D implicit deformable model.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the MEDINFO 2004, 2004
Comparison of Ventricular Geometry for Two Real Time 3D Ultrasound Machines With Three Dimensional Level Set.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
Combined MR Data Acquisition of Multi-Contrast Images Using Variable Acquisition Parameters and K-Space Data Sharing.
IEEE Trans. Medical Imaging, 2003
IEEE Trans. Medical Imaging, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the AMIA 2003, 2003
2002
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Harmonic multiresolution estimators for denoising and regularization of SPECT-PET data.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
LV Volume Quantification via Spatio-Temporal Analysis of Real-Time 3D Echocardiography.
IEEE Trans. Medical Imaging, 2001
Improving PET-based physiological quantification through methods of wavelet denoising.
IEEE Trans. Biomed. Eng., 2001
1999
IEEE Trans. Inf. Technol. Biomed., 1999
Image Vis. Comput., 1999
Directional Representations of 4D Echocardiography for Temporal Quantification of LV Volume.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
1998
Speckle Reduction and Contrast Enhancement of Echocardiograms via Multiscale Nonlinear Processing.
IEEE Trans. Medical Imaging, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the Computer Vision, 1998
1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
1996
Pattern Recognit. Lett., 1996
Homomorphic wavelet shrinkage and feature emphasis for speckle reduction and enhancement of echocardiographic images.
Proceedings of the Medical Imaging 1996: Image Processing, 1996
Border identification of echocardiograms via multiscale edge detection and shape modeling.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
Pattern Recognit., 1995
Proceedings of the 1995 IEEE International Symposium on Circuits and Systems, ISCAS 1995, Seattle, Washington, USA, April 30, 1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
1994
IEEE Trans. Medical Imaging, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
1993
IEEE Trans. Pattern Anal. Mach. Intell., 1993
Mach. Vis. Appl., 1993
1992
Proceedings of the Visualization in Biomedical Computing '92, 1992
1991
IEEE Trans. Robotics Autom., 1991
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991
1988
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988