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Capturing single-cell heterogeneity via data fusion improves image-based profiling

Nature communications, 2019-05, Vol.10 (1), p.2082-2082, Article 2082

2019

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A dataset of images and morphological profiles of 30 000 small-molecule treatments using the Cell Painting assay

Gigascience, 2017-12, Vol.6 (12), p.1-5

2017

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Multiresolution Knowledge Distillation for Anomaly Detection

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, p.14897-14907

2021

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Examination of Lemon Bruising Using Different CNN-Based Classifiers and Local Spectral-Spatial Hyperspectral Imaging

Algorithms, 2023-02, Vol.16 (2), p.113

2023

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From Harvest to Market: Non-Destructive Bruise Detection in Kiwifruit Using Convolutional Neural Networks and Hyperspectral Imaging

Horticulturae, 2023-08, Vol.9 (8), p.936

2023

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One-Dimensional Convolutional Neural Networks for Hyperspectral Analysis of Nitrogen in Plant Leaves

Applied sciences, 2021-12, Vol.11 (24), p.11853

2021

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Classification of Healthy and Frozen Pomegranates Using Hyperspectral Imaging and Deep Learning

Horticulturae, 2024-01, Vol.10 (1), p.43

2024

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Nondestructive nitrogen content estimation in tomato plant leaves by Vis-NIR hyperspectral imaging and regression data models

Applied optics (2004), 2021-10, Vol.60 (30), p.9560

2021

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Morphology and gene expression profiling provide complementary information for mapping cell state

Cell systems, 2022-11, Vol.13 (11), p.911-923.e9

2022

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Comparison of 2D and 3D convolutional neural networks in hyperspectral image analysis of fruits applied to orange bruise detection

Journal of food science, 2023-12, Vol.88 (12), p.5149-5163

2023

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A multiparametric activity profiling platform for neuron disease phenotyping and drug screening

Molecular biology of the cell, 2022-05, Vol.33 (6), p.ar54-ar54

2022

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Using metaheuristic algorithms to improve the estimation of acidity in Fuji apples using NIR spectroscopy

Ain Shams Engineering Journal, 2022-11, Vol.13 (6), p.101776, Article 101776

2022

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Metaheuristic algorithms in visible and near infrared spectra to detect excess nitrogen content in tomato plants

Journal of near infrared spectroscopy (United Kingdom), 2022-08, Vol.30 (4), p.197-207

2022

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Weakly-Supervised Drug Efficiency Estimation with Confidence Score: Application to COVID-19 Drug Discovery

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, p.676-685

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Estimation of nitrogen content in cucumber plant (Cucumis sativus L.) leaves using hyperspectral imaging data with neural network and partial least squares regressions

Chemometrics and intelligent laboratory systems, 2021-10, Vol.217, p.104404, Article 104404

2021

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Signal Extrapolation for Image and Video Error Concealment Using Gaussian Processes With Adaptive Nonstationary Kernels

IEEE signal processing letters, 2012-10, Vol.19 (10), p.700-703

2012

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Sparse signal recovery under poisson statistics for online marketing applications

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.4953-4957

2014

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Sparse signal recovery under Poisson statistics

2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2013, p.1450-1457

2013

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Skin Detection Using Contourlet-Based Texture Analysis

2009 Fourth International Conference on Digital Telecommunications, 2009, p.59-64

2009

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Active one-class learning by kernel density estimation

2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011, p.1-6

2011

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A new geometric approach to latent topic modeling and discovery

2013 IEEE International Conference on Acoustics, Speech and Signal Processing, 2013, p.5568-5572

2013

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Motion vector recovery with Gaussian Process Regression

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, p.953-956

2011

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A Gaussian Process Regression Framework for Spatial Error Concealment with Adaptive Kernels

2010 20th International Conference on Pattern Recognition, 2010, p.4541-4544

2010

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Face virtual pose generation using aligned locally linear regression for face recognition

2009 16th IEEE International Conference on Image Processing (ICIP), 2009, p.4121-4124

2009

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Active Learning from Positive and Unlabeled Data

2011 IEEE 11th International Conference on Data Mining Workshops, 2011, p.244-250

2011

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Capturing single-cell heterogeneity via data fusion improves image-based profiling

A dataset of images and morphological profiles of 30 000 small-molecule treatments using the Cell Painting assay

Multiresolution Knowledge Distillation for Anomaly Detection

Examination of Lemon Bruising Using Different CNN-Based Classifiers and Local Spectral-Spatial Hyperspectral Imaging

From Harvest to Market: Non-Destructive Bruise Detection in Kiwifruit Using Convolutional Neural Networks and Hyperspectral Imaging

One-Dimensional Convolutional Neural Networks for Hyperspectral Analysis of Nitrogen in Plant Leaves

Classification of Healthy and Frozen Pomegranates Using Hyperspectral Imaging and Deep Learning

Nondestructive nitrogen content estimation in tomato plant leaves by Vis-NIR hyperspectral imaging and regression data models

Morphology and gene expression profiling provide complementary information for mapping cell state

Comparison of 2D and 3D convolutional neural networks in hyperspectral image analysis of fruits applied to orange bruise detection

A multiparametric activity profiling platform for neuron disease phenotyping and drug screening

Using metaheuristic algorithms to improve the estimation of acidity in Fuji apples using NIR spectroscopy

Metaheuristic algorithms in visible and near infrared spectra to detect excess nitrogen content in tomato plants

Weakly-Supervised Drug Efficiency Estimation with Confidence Score: Application to COVID-19 Drug Discovery

Estimation of nitrogen content in cucumber plant (Cucumis sativus L.) leaves using hyperspectral imaging data with neural network and partial least squares regressions

Signal Extrapolation for Image and Video Error Concealment Using Gaussian Processes With Adaptive Nonstationary Kernels

Sparse signal recovery under poisson statistics for online marketing applications

Sparse signal recovery under Poisson statistics

Skin Detection Using Contourlet-Based Texture Analysis

Active one-class learning by kernel density estimation

A new geometric approach to latent topic modeling and discovery

Motion vector recovery with Gaussian Process Regression

A Gaussian Process Regression Framework for Spatial Error Concealment with Adaptive Kernels

Face virtual pose generation using aligned locally linear regression for face recognition

Active Learning from Positive and Unlabeled Data

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