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Homomorphic Encryption for Machine Learning in Medicine and Bioinformatics

ACM computing surveys, 2020-09, Vol.53 (4), p.1-35

2020

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Machine learning approaches and databases for prediction of drug–target interaction: a survey paper

Briefings in bioinformatics, 2021-01, Vol.22 (1), p.247-269

2021

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Artificial Intelligence in Healthcare and Medicine

1st, 2022

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Mechanistic Assessment of Cardiovascular State Informed by Vibroacoustic Sensors

Sensors (Basel, Switzerland), 2024-04, Vol.24 (7), p.2189

2024

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Fully automated endoscopic disease activity assessment in ulcerative colitis

Gastrointestinal endoscopy, 2021-03, Vol.93 (3), p.728-736.e1

2021

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Big Data Analytics in Healthcare

BioMed research international, 2015-01, Vol.2015, p.370194-16

2015

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Motion-based camera localization system in colonoscopy videos

Medical image analysis, 2021-10, Vol.73, p.102180-102180, Article 102180

2021

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Deep learning in pharmacogenomics: from gene regulation to patient stratification

Pharmacogenomics, 2018-05, Vol.19 (7), p.629-650

2018

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Osteoarthritis of the Temporomandibular Joint can be diagnosed earlier using biomarkers and machine learning

Scientific reports, 2020-05, Vol.10 (1), p.8012, Article 8012

2020

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Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features

BMC medical imaging, 2022-01, Vol.22 (1), p.10-10, Article 10

2022

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Mechanistic Study of Membrane Disruption by Antimicrobial Methacrylate Random Copolymers by the Single Giant Vesicle Method

Langmuir, 2021-08, Vol.37 (33), p.9982-9995

2021

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Predicting need for heart failure advanced therapies using an interpretable tropical geometry-based fuzzy neural network

PloS one, 2023-11, Vol.18 (11), p.e0295016-e0295016

2023

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Ossification area localization in pediatric hand radiographs using deep neural networks for object detection

PloS one, 2018-11, Vol.13 (11), p.e0207496-e0207496

2018

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Three-Stage Framework for Accurate Pediatric Chest X-ray Diagnosis Using Self-Supervision and Transfer Learning on Small Datasets

Diagnostics (Basel), 2024-08, Vol.14 (15), p.1634

2024

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Leveraging Multi-Annotator Label Uncertainties as Privileged Information for Acute Respiratory Distress Syndrome Detection in Chest X-ray Images

Bioengineering (Basel), 2024-01, Vol.11 (2), p.133

2024

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Continuous sepsis trajectory prediction using tensor-reduced physiological signals

Scientific reports, 2024-08, Vol.14 (1), p.18155-14, Article 18155

2024

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A deep learning framework for automated detection and quantitative assessment of liver trauma

BMC medical imaging, 2022-03, Vol.22 (1), p.39-39, Article 39

2022

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Quadratic Multilinear Discriminant Analysis for Tensorial Data Classification

Algorithms, 2023-02, Vol.16 (2), p.104

2023

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A Comparison of Interpretable Machine Learning Approaches to Identify Outpatient Clinical Phenotypes Predictive of First Acute Myocardial Infarction

Diagnostics (Basel), 2024-08, Vol.14 (16), p.1741

2024

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Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data

BMC medical informatics and decision making, 2024-02, Vol.24 (1), p.53-53, Article 53

2024

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Automated Spleen Injury Detection Using 3D Active Contours and Machine Learning

Entropy (Basel, Switzerland), 2021-03, Vol.23 (4), p.382

2021

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Prediction of postoperative cardiac events in multiple surgical cohorts using a multimodal and integrative decision support system

Scientific reports, 2022-07, Vol.12 (1), p.11347-11347, Article 11347

2022

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A hierarchical expert-guided machine learning framework for clinical decision support systems: an application to traumatic brain injury prognostication

NPJ digital medicine, 2021-05, Vol.4 (1), p.78-78, Article 78

2021

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Maps of variability in cell lineage trees

PLoS computational biology, 2019-02, Vol.15 (2), p.e1006745-e1006745

2019

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Homomorphic Encryption for Machine Learning in Medicine and Bioinformatics

Machine learning approaches and databases for prediction of drug–target interaction: a survey paper

Artificial Intelligence in Healthcare and Medicine

Mechanistic Assessment of Cardiovascular State Informed by Vibroacoustic Sensors

Fully automated endoscopic disease activity assessment in ulcerative colitis

Big Data Analytics in Healthcare

Motion-based camera localization system in colonoscopy videos

Deep learning in pharmacogenomics: from gene regulation to patient stratification

Osteoarthritis of the Temporomandibular Joint can be diagnosed earlier using biomarkers and machine learning

Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features

Mechanistic Study of Membrane Disruption by Antimicrobial Methacrylate Random Copolymers by the Single Giant Vesicle Method

Predicting need for heart failure advanced therapies using an interpretable tropical geometry-based fuzzy neural network

Ossification area localization in pediatric hand radiographs using deep neural networks for object detection

Three-Stage Framework for Accurate Pediatric Chest X-ray Diagnosis Using Self-Supervision and Transfer Learning on Small Datasets

Leveraging Multi-Annotator Label Uncertainties as Privileged Information for Acute Respiratory Distress Syndrome Detection in Chest X-ray Images

Continuous sepsis trajectory prediction using tensor-reduced physiological signals

A deep learning framework for automated detection and quantitative assessment of liver trauma

Automatic multi-anatomical skull structure segmentation of cone-beam computed tomography scans using 3D UNETR

Quadratic Multilinear Discriminant Analysis for Tensorial Data Classification

A Comparison of Interpretable Machine Learning Approaches to Identify Outpatient Clinical Phenotypes Predictive of First Acute Myocardial Infarction

Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data

Automated Spleen Injury Detection Using 3D Active Contours and Machine Learning

Prediction of postoperative cardiac events in multiple surgical cohorts using a multimodal and integrative decision support system

A hierarchical expert-guided machine learning framework for clinical decision support systems: an application to traumatic brain injury prognostication

Maps of variability in cell lineage trees

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