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SPINDLE: End-to-end learning from EEG/EMG to extrapolate animal sleep scoring across experimental settings, labs and species

PLoS computational biology, 2019-04, Vol.15 (4), p.e1006968

2019

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Computational pathology: Challenges and promises for tissue analysis

Computerized medical imaging and graphics, 2011-10, Vol.35 (7), p.515-530

2011

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Decoding the perception of pain from fMRI using multivariate pattern analysis

NeuroImage (Orlando, Fla.), 2012-11, Vol.63 (3), p.1162-1170

2012

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Glaucoma Detection Using Entropy Sampling And Ensemble Learning For Automatic Optic Cup And Disc Segmentation

Computerized medical imaging and graphics, 2017-01, Vol.55, p.28-41

2017

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Speech Enhancement Using Generative Dictionary Learning

IEEE transactions on audio, speech, and language processing, 2012-08, Vol.20 (6), p.1698-1712

2012

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Protein Identification False Discovery Rates for Very Large Proteomics Data Sets Generated by Tandem Mass Spectrometry

Molecular & cellular proteomics, 2009-11, Vol.8 (11), p.2405-2417

2009

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Generative embedding for model-based classification of fMRI data

PLoS computational biology, 2011-06, Vol.7 (6), p.e1002079-e1002079

2011

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Automatic Detection of Atrial Fibrillation from Single-Lead ECG Using Deep Learning of the Cardiac Cycle

BME frontiers, 2022-01, Vol.2022, p.9813062

2022

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TI-POOLING: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.289-297

2016

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Dissecting psychiatric spectrum disorders by generative embedding

NeuroImage clinical, 2014-01, Vol.4 (C), p.98-111

2014

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Towards weakly supervised semantic segmentation by means of multiple instance and multitask learning

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010, p.3249-3256

2010

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Weakly supervised structured output learning for semantic segmentation

2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012, p.845-852

2012

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Prediction of colorectal cancer diagnosis based on circulating plasma proteins

EMBO molecular medicine, 2015-09, Vol.7 (9), p.1166-1178

2015

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The Balanced Accuracy and Its Posterior Distribution

2010 20th International Conference on Pattern Recognition, 2010, p.3121-3124

2010

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A seven-marker signature and clinical outcome in malignant melanoma: a large-scale tissue-microarray study with two independent patient cohorts

PloS one, 2012-06, Vol.7 (6), p.e38222-e38222

2012

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Bagging for path-based clustering

IEEE transactions on pattern analysis and machine intelligence, 2003-11, Vol.25 (11), p.1411-1415

2003

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Path-based clustering for grouping of smooth curves and texture segmentation

IEEE transactions on pattern analysis and machine intelligence, 2003-04, Vol.25 (4), p.513-518

2003

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Entrack: Probabilistic Spherical Regression with Entropy Regularization for Fiber Tractography

International journal of computer vision, 2021-03, Vol.129 (3), p.656-680

2021

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Stability-Based Validation of Clustering Solutions

Neural computation, 2004-06, Vol.16 (6), p.1299-1323

2004

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Fully automatic stitching and distortion correction of transmission electron microscope images

Journal of structural biology, 2010-08, Vol.171 (2), p.163-173

2010

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Prostate MRI Segmentation Using Learned Semantic Knowledge and Graph Cuts

IEEE transactions on biomedical engineering, 2014-03, Vol.61 (3), p.756-764

2014

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NovoHMM: A Hidden Markov Model for de Novo Peptide Sequencing

Analytical chemistry (Washington), 2005-11, Vol.77 (22), p.7265-7273

2005

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Empirical Evaluation of Dissimilarity Measures for Color and Texture

Computer vision and image understanding, 2001-10, Vol.84 (1), p.25-43

2001

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Highly multiplexed imaging of tumor tissues with subcellular resolution by mass cytometry

Nature methods, 2014-04, Vol.11 (4), p.417-422

2014

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Pairwise data clustering by deterministic annealing

IEEE transactions on pattern analysis and machine intelligence, 1997-01, Vol.19 (1), p.1-14

1997

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SPINDLE: End-to-end learning from EEG/EMG to extrapolate animal sleep scoring across experimental settings, labs and species

Computational pathology: Challenges and promises for tissue analysis

Decoding the perception of pain from fMRI using multivariate pattern analysis

Glaucoma Detection Using Entropy Sampling And Ensemble Learning For Automatic Optic Cup And Disc Segmentation

Speech Enhancement Using Generative Dictionary Learning

Protein Identification False Discovery Rates for Very Large Proteomics Data Sets Generated by Tandem Mass Spectrometry

Generative embedding for model-based classification of fMRI data

Automatic Detection of Atrial Fibrillation from Single-Lead ECG Using Deep Learning of the Cardiac Cycle

TI-POOLING: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks

Dissecting psychiatric spectrum disorders by generative embedding

Towards weakly supervised semantic segmentation by means of multiple instance and multitask learning

Weakly supervised structured output learning for semantic segmentation

Prediction of colorectal cancer diagnosis based on circulating plasma proteins

The Balanced Accuracy and Its Posterior Distribution

A seven-marker signature and clinical outcome in malignant melanoma: a large-scale tissue-microarray study with two independent patient cohorts

Bagging for path-based clustering

Path-based clustering for grouping of smooth curves and texture segmentation

Entrack: Probabilistic Spherical Regression with Entropy Regularization for Fiber Tractography

Stability-Based Validation of Clustering Solutions

Fully automatic stitching and distortion correction of transmission electron microscope images

Prostate MRI Segmentation Using Learned Semantic Knowledge and Graph Cuts

NovoHMM: A Hidden Markov Model for de Novo Peptide Sequencing

Empirical Evaluation of Dissimilarity Measures for Color and Texture

Highly multiplexed imaging of tumor tissues with subcellular resolution by mass cytometry

Pairwise data clustering by deterministic annealing

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