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GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification

Neurocomputing (Amsterdam), 2018-12, Vol.321, p.321-331

2018

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Formant estimation and tracking: A deep learning approach

The Journal of the Acoustical Society of America, 2019-02, Vol.145 (2), p.642-653

2019

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Characterization of Alternative Splicing in High-Risk Wilms' Tumors

International journal of molecular sciences, 2024-04, Vol.25 (8), p.4520

2024

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Characterization of Continuous Transcriptional Heterogeneity in High-Risk Blastemal-Type Wilms' Tumors Using Unsupervised Machine Learning

International journal of molecular sciences, 2023-02, Vol.24 (4), p.3532

2023

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Combining soft decisions of several unreliable experts

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, p.2334-2338

Goldberger, Jacob

2016

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IEEE_Xplore

Task-Driven Dictionary Learning Based on Mutual Information for Medical Image Classification

IEEE transactions on biomedical engineering, 2017-06, Vol.64 (6), p.1380-1392

2017

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IEEE_Xplore

Patch-Based Segmentation with Spatial Consistency: Application to MS Lesions in Brain MRI

International journal of biomedical imaging, 2016-01, Vol.2016, p.7952541-13

2016

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Identification of introns harboring functional sequence elements through positional conservation

Scientific reports, 2017-06, Vol.7 (1), p.4201-13, Article 4201

2017

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Dynamically localizing multiple speakers based on the time-frequency domain

EURASIP journal on audio, speech, and music processing, 2021-04, Vol.2021 (1), p.1-10, Article 16

2021

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Learning Entailment Relations by Global Graph Structure Optimization

Computational linguistics - Association for Computational Linguistics, 2012-03, Vol.38 (1), p.73-111

2012

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An entangled mixture of variational autoencoders approach to deep clustering

Neurocomputing (Amsterdam), 2023-04, Vol.529, p.182-189

2023

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CRF with deep class embedding for large scale classification

Computer vision and image understanding, 2020-02, Vol.191, p.102865, Article 102865

2020

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Ensemble Segmentation Using Efficient Integer Linear Programming

IEEE transactions on pattern analysis and machine intelligence, 2012-10, Vol.34 (10), p.1966-1977

2012

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IEEE_Xplore

Hierarchical Image Segmentation Using Correlation Clustering

IEEE transaction on neural networks and learning systems, 2016-06, Vol.27 (6), p.1358-1367

2016

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IEEE_Xplore

Confidence Calibration of a Medical Imaging Classification System That is Robust to Label Noise

IEEE transactions on medical imaging, 2024-06, Vol.43 (6), p.2050-2060

2024

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IEEE_Xplore

Precise Detection in Densely Packed Scenes

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.5222-5231

2019

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Weakly and semi supervised detection in medical imaging via deep dual branch net

Neurocomputing (Amsterdam), 2021-01, Vol.421, p.15-25

2021

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Supervised Domain Adaptation by transferring both the parameter set and its gradient

Neurocomputing (Amsterdam), 2023-12, Vol.560, p.126828, Article 126828

2023

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Multi-phase liver lesions classification using relevant visual words based on mutual information

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 2015, p.407-410

2015

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IEEE_Xplore

Synthetic data augmentation using GAN for improved liver lesion classification

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018, p.289-293

2018

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IEEE_Xplore

Training deep neural-networks based on unreliable labels

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, p.2682-2686

2016

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IEEE_Xplore

Calibration of A Regression Network Based on the Predictive Variance with Applications to Medical Images

2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023, p.1-5

2023

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IEEE_Xplore

Multiple Sclerosis Lesion Detection Using Constrained GMM and Curve Evolution

International journal of biomedical imaging, 2009-01, Vol.2009 (1), p.715124-715124

2009

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Obstacle detection in a greenhouse environment using the Kinect sensor

Computers and electronics in agriculture, 2015-04, Vol.113, p.104-115

2015

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A mixture of views network with applications to multi-view medical imaging

Neurocomputing (Amsterdam), 2020-01, Vol.374, p.1-9

2020

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GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification

Formant estimation and tracking: A deep learning approach

Characterization of Alternative Splicing in High-Risk Wilms' Tumors

Characterization of Continuous Transcriptional Heterogeneity in High-Risk Blastemal-Type Wilms' Tumors Using Unsupervised Machine Learning

Combining soft decisions of several unreliable experts

Task-Driven Dictionary Learning Based on Mutual Information for Medical Image Classification

Patch-Based Segmentation with Spatial Consistency: Application to MS Lesions in Brain MRI

Identification of introns harboring functional sequence elements through positional conservation

Dynamically localizing multiple speakers based on the time-frequency domain

Learning Entailment Relations by Global Graph Structure Optimization

An entangled mixture of variational autoencoders approach to deep clustering

CRF with deep class embedding for large scale classification

Ensemble Segmentation Using Efficient Integer Linear Programming

Hierarchical Image Segmentation Using Correlation Clustering

Confidence Calibration of a Medical Imaging Classification System That is Robust to Label Noise

Precise Detection in Densely Packed Scenes

Weakly and semi supervised detection in medical imaging via deep dual branch net

Supervised Domain Adaptation by transferring both the parameter set and its gradient

Multi-phase liver lesions classification using relevant visual words based on mutual information

Synthetic data augmentation using GAN for improved liver lesion classification

Training deep neural-networks based on unreliable labels

Calibration of A Regression Network Based on the Predictive Variance with Applications to Medical Images

Multiple Sclerosis Lesion Detection Using Constrained GMM and Curve Evolution

Obstacle detection in a greenhouse environment using the Kinect sensor

A mixture of views network with applications to multi-view medical imaging

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