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ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks

Biomedical optics express, 2017-08, Vol.8 (8), p.3627-3642

2017

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Neuron-Miner: An Advanced Tool for Morphological Search and Retrieval in Neuroscientific Image Databases

Neuroinformatics (Totowa, N.J.), 2016-10, Vol.14 (4), p.369-385

2016

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Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI

Medical image analysis, 2013-02, Vol.17 (2), p.236-253

2013

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Indexing and mining large-scale neuron databases using maximum inner product search

Pattern recognition, 2017-03, Vol.63, p.680-688

2017

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Survival analysis for high-dimensional, heterogeneous medical data: exploring feature extraction as an alternative to feature selection

Artificial intelligence in medicine, 2016-09, Vol.72, p.1-11

2016

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A State-of-the-Art Review on Segmentation Algorithms in Intravascular Ultrasound (IVUS) Images

IEEE journal of biomedical and health informatics, 2012-09, Vol.16 (5), p.823-834

2012

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Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data

The lancet oncology, 2017-01, Vol.18 (1), p.132-142

2017

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Metric hashing forests

Medical image analysis, 2016-12, Vol.34, p.13-29

2016

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3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation

International journal for computer assisted radiology and surgery, 2017-10, Vol.12 (10), p.1711-1725

2017

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Cardiac MRI derived epicardial fat maps to assist VT ablation procedures for subjects with implantable devices

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 2015, p.747-750

2015

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Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, p.231-239

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Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization

Medical image analysis, 2016-08, Vol.32, p.1-17

2016

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Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks

IEEE journal of biomedical and health informatics, 2016-03, Vol.20 (2), p.606-614

2016

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Fast Training of Support Vector Machines for Survival Analysis

Machine Learning and Knowledge Discovery in Databases, p.243-259

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Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology

IEEE transactions on biomedical engineering, 2012-11, Vol.59 (11), p.3039-3049

2012

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Structure propagation for deformable image stitching

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 2015, p.1081-1084

2015

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Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound

Medical image analysis, 2014-01, Vol.18 (1), p.103-117

2014

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In situ histology of mice skin through transfer learning of tissue energy interaction in optical coherence tomography

Journal of biomedical optics, 2013-09, Vol.18 (9), p.090503-090503

2013

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Stratification of coronary artery disease patients for revascularization procedure based on estimating adverse effects

BMC medical informatics and decision making, 2015-02, Vol.15 (1), p.9-9, Article 9

2015

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Hashing-Based Atlas Ranking and Selection for Multiple-Atlas Segmentation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.543-551

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Hashing with Residual Networks for Image Retrieval

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, p.541-549

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Deep Multiple Instance Hashing for Scalable Medical Image Retrieval

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, p.550-558

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Deep learning of tissue specific speckle representations in optical coherence tomography and deeper exploration for in situ histology

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 2015, p.777-780

2015

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Maximum inner product search for morphological retrieval of large-scale neuron data

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.602-606

2016

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Hunting for necrosis in the shadows of intravascular ultrasound

Computerized medical imaging and graphics, 2014-03, Vol.38 (2), p.104-112

2014

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ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks

Neuron-Miner: An Advanced Tool for Morphological Search and Retrieval in Neuroscientific Image Databases

Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI

Indexing and mining large-scale neuron databases using maximum inner product search

Survival analysis for high-dimensional, heterogeneous medical data: exploring feature extraction as an alternative to feature selection

A State-of-the-Art Review on Segmentation Algorithms in Intravascular Ultrasound (IVUS) Images

Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data

Metric hashing forests

3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation

Cardiac MRI derived epicardial fat maps to assist VT ablation procedures for subjects with implantable devices

Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data

Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization

Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks

Fast Training of Support Vector Machines for Survival Analysis

Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology

Structure propagation for deformable image stitching

Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound

In situ histology of mice skin through transfer learning of tissue energy interaction in optical coherence tomography

Stratification of coronary artery disease patients for revascularization procedure based on estimating adverse effects

Hashing-Based Atlas Ranking and Selection for Multiple-Atlas Segmentation

Hashing with Residual Networks for Image Retrieval

Deep Multiple Instance Hashing for Scalable Medical Image Retrieval

Deep learning of tissue specific speckle representations in optical coherence tomography and deeper exploration for in situ histology

Maximum inner product search for morphological retrieval of large-scale neuron data

Hunting for necrosis in the shadows of intravascular ultrasound

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