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Convolutional neural networks to predict brain tumor grades and Alzheimer’s disease with MR spectroscopic imaging data

PloS one, 2022-08, Vol.17 (8), p.e0268881-e0268881

2022

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Chemometrics-assisted microfluidic paper-based analytical device for the determination of uric acid by silver nanoparticle plasmon resonance

Analytical and bioanalytical chemistry, 2018-03, Vol.410 (9), p.2305-2313

2018

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High-throughput single cell data analysis – A tutorial

Analytica chimica acta, 2021-11, Vol.1185, p.338872-338872, Article 338872

2021

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Evaluation and comparison of unsupervised methods for the extraction of spatial patterns from mass spectrometry imaging data (MSI)

Scientific reports, 2022-09, Vol.12 (1), p.15687-15687, Article 15687

2022

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Calculating Required Purification Effort to Turn Source Water Into Drinking Water Using an Adapted CCME Water Quality Index

Water resources research, 2023-01, Vol.59 (1), p.n/a

2023

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Triple-negative breast cancer: Present challenges and new perspectives

Molecular oncology, 2010-06, Vol.4 (3), p.209-229

2010

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Comprehensive multivariate evaluation of the effects on cell phenotypes in multicolor flow cytometry data using ANOVA simultaneous component analysis

Journal of chemometrics, 2023-07, Vol.37 (7), p.n/a

2023

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Multi-set Pre-processing of Multicolor Flow Cytometry Data

Scientific reports, 2020-06, Vol.10 (1), p.9716-9716, Article 9716

2020

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Feasibility of MR metabolomics for immediate analysis of resection margins during breast cancer surgery

PloS one, 2013-04, Vol.8 (4), p.e61578-e61578

2013

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Combining ANOVA-PCA with POCHEMON to analyse micro-organism development in a polymicrobial environment

Analytica chimica acta, 2017-04, Vol.963, p.1-16

2017

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Visualization and Recovery of the (Bio)chemical Interesting Variables in Data Analysis with Support Vector Machine Classification

Analytical chemistry (Washington), 2010-08, Vol.82 (16), p.7000-7007

2010

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Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling

IEEE transactions on industrial informatics, 2023-08, Vol.19 (8), p.9048-9059

2023

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BaHys—A Bayesian Modeling Framework for Long‐Term Concentration‐Discharge Hysteresis: A Case Study on Chloride

Water resources research, 2024-06, Vol.60 (6), p.n/a

2024

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Investigating the need for preprocessing of near-infrared spectroscopic data as a function of sample size

Chemometrics and intelligent laboratory systems, 2020-09, Vol.204, p.104105, Article 104105

2020

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A Chemometric Approach for Brain Tumor Classification Using Magnetic Resonance Imaging and Spectroscopy

Analytical chemistry (Washington), 2003-10, Vol.75 (20), p.5352-5361

2003

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Predicting the performance of handheld near-infrared photonic sensors from a master benchtop device

Analytica chimica acta, 2022-04, Vol.1203, p.339707-339707, Article 339707

2022

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Climatic and geographical dependence of the H, C and O stable isotope ratios of Italian wine

Analytica chimica acta, 2015-01, Vol.853, p.384-390

2015

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Machine-learned digital phase switch for sustainable chemical production

Journal of cleaner production, 2023-01, Vol.382, p.135168, Article 135168

2023

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Cost-benefit analysis of calibration model maintenance strategies for process monitoring

Analytica chimica acta, 2021-10, Vol.1180, p.338890-338890, Article 338890

2021

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On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation

Computers in biology and medicine, 2011-02, Vol.41 (2), p.87-97

2011

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Quantitative vibrational spectroscopy on liquid mixtures: concentration units matter

Analyst (London), 2021-05, Vol.146 (1), p.315-3156

2021

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Drug-Homogeneity Index in Mass-Spectrometry Imaging

Analytical chemistry (Washington), 2018-11, Vol.90 (22), p.13257-13264

2018

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Comprehensive three-dimensional ray tracing model for three-mirror cavity-enhanced spectroscopy

Applied optics (2004), 2018-01, Vol.57 (2), p.154

2018

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Angle Distribution of Loading Subspace (ADLS) for estimating chemical rank in multivariate analysis: Applications in spectroscopy and chromatography

Talanta (Oxford), 2019-03, Vol.194, p.90-97

2019

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Convolutional neural networks to predict brain tumor grades and Alzheimer’s disease with MR spectroscopic imaging data

Chemometrics-assisted microfluidic paper-based analytical device for the determination of uric acid by silver nanoparticle plasmon resonance

High-throughput single cell data analysis – A tutorial

Evaluation and comparison of unsupervised methods for the extraction of spatial patterns from mass spectrometry imaging data (MSI)

Calculating Required Purification Effort to Turn Source Water Into Drinking Water Using an Adapted CCME Water Quality Index

Triple-negative breast cancer: Present challenges and new perspectives

Comprehensive multivariate evaluation of the effects on cell phenotypes in multicolor flow cytometry data using ANOVA simultaneous component analysis

Multi-set Pre-processing of Multicolor Flow Cytometry Data

Feasibility of MR metabolomics for immediate analysis of resection margins during breast cancer surgery

Combining ANOVA-PCA with POCHEMON to analyse micro-organism development in a polymicrobial environment

Visualization and Recovery of the (Bio)chemical Interesting Variables in Data Analysis with Support Vector Machine Classification

Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling

BaHys—A Bayesian Modeling Framework for Long‐Term Concentration‐Discharge Hysteresis: A Case Study on Chloride

Investigating the need for preprocessing of near-infrared spectroscopic data as a function of sample size

A Chemometric Approach for Brain Tumor Classification Using Magnetic Resonance Imaging and Spectroscopy

Predicting the performance of handheld near-infrared photonic sensors from a master benchtop device

Climatic and geographical dependence of the H, C and O stable isotope ratios of Italian wine

Machine-learned digital phase switch for sustainable chemical production

Cost-benefit analysis of calibration model maintenance strategies for process monitoring

On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation

Quantitative vibrational spectroscopy on liquid mixtures: concentration units matter

Drug-Homogeneity Index in Mass-Spectrometry Imaging

Comprehensive three-dimensional ray tracing model for three-mirror cavity-enhanced spectroscopy

Angle Distribution of Loading Subspace (ADLS) for estimating chemical rank in multivariate analysis: Applications in spectroscopy and chromatography

A multivariate curve resolution analysis of multicenter proton spectroscopic imaging of the prostate for cancer localization and assessment of aggressiveness

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