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SinGAN-Seg: Synthetic training data generation for medical image segmentation

PloS one, 2022-05, Vol.17 (5), p.e0267976-e0267976

2022

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DeepFake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicine

Scientific reports, 2021-11, Vol.11 (1), p.21896-21896, Article 21896

2021

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Deep Tower Networks for Efficient Temperature Forecasting from Multiple Data Sources

Sensors (Basel, Switzerland), 2022-04, Vol.22 (7), p.2802

2022

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Efficient Estimation of Generative Models Using Tukey Depth

Algorithms, 2024-03, Vol.17 (3), p.120

2024

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Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models

Frontiers in neuroinformatics, 2024-01, Vol.17, p.1272791-1272791

2024

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A Deep Diagnostic Framework Using Explainable Artificial Intelligence and Clustering

Diagnostics (Basel), 2023-11, Vol.13 (22), p.3413

2023

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Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction

Scientific reports, 2019-11, Vol.9 (1), p.16770-10, Article 16770

2019

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Achieving Fair Load Balancing by Invoking a Learning Automata-Based Two-Time-Scale Separation Paradigm

IEEE transaction on neural networks and learning systems, 2021-08, Vol.32 (8), p.3444-3457

2021

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Prediction of schizophrenia from activity data using hidden Markov model parameters

Neural computing & applications, 2023-03, Vol.35 (8), p.5619-5630

2023

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Artificial intelligence in dry eye disease

The ocular surface, 2022-01, Vol.23, p.74-86

2022

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Game-Theoretic Learning for Sensor Reliability Evaluation Without Knowledge of the Ground Truth

IEEE transactions on cybernetics, 2021-12, Vol.51 (12), p.5706-5716

2021

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Utilization of Norway's emergency wards: the second 5 years after the introduction of the patient list system

International journal of environmental research and public health, 2014-03, Vol.11 (3), p.3375-3386

2014

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Estimating Tukey depth using incremental quantile estimators

Pattern recognition, 2022-02, Vol.122, p.108339, Article 108339

2022

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Dyadic aggregated autoregressive model (DASAR) for automatic modulation classification

IEEE access, 2020-01, Vol.8, p.1-1

2020

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HTAD: A Home-Tasks Activities Dataset with Wrist-Accelerometer and Audio Features

Lecture notes in computer science, 2021, Vol.12573, p.196-205

2021

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Analysis of Optical Brain Signals Using Connectivity Graph Networks

Machine Learning and Knowledge Extraction, 2020, Vol.12279, p.485-497

2020

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The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for Endoscopy

Pattern Recognition. ICPR International Workshops and Challenges, p.263-274

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Artificial intelligence in the fertility clinic: status, pitfalls and possibilities

Human reproduction (Oxford), 2021-09, Vol.36 (9), p.2429-2442

2021

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Deep learning-based white matter lesion volume on CT is associated with outcome after acute ischemic stroke

European radiology, 2024-01, Vol.34 (8), p.5080-5093

2024

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Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer Learning

Artificial Neural Networks and Machine Learning – ICANN 2018, p.289-299

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Multicenter randomized clinical trial of endovascular treatment for acute ischemic stroke. The effect of periprocedural medication: acetylsalicylic acid, unfractionated heparin, both, or neither (MR CLEAN-MED). Rationale and study design

Trials, 2020-07, Vol.21 (1), p.644-644, Article 644

2020

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On Enhancing the Label Propagation Algorithm for Sentiment Analysis Using Active Learning with an Artificial Oracle

Artificial Intelligence and Soft Computing, p.799-810

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Universal Definition of Myocardial Infarction

Circulation (New York, N.Y.), 2007-11, Vol.116 (22), p.2634-2653

2007

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SinGAN-Seg: Synthetic training data generation for medical image segmentation

DeepFake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicine

Deep Tower Networks for Efficient Temperature Forecasting from Multiple Data Sources

Efficient Estimation of Generative Models Using Tukey Depth

Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models

A Deep Diagnostic Framework Using Explainable Artificial Intelligence and Clustering

Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction

Achieving Fair Load Balancing by Invoking a Learning Automata-Based Two-Time-Scale Separation Paradigm

Prediction of schizophrenia from activity data using hidden Markov model parameters

Artificial intelligence in dry eye disease

Game-Theoretic Learning for Sensor Reliability Evaluation Without Knowledge of the Ground Truth

Utilization of Norway's emergency wards: the second 5 years after the introduction of the patient list system

Estimating Tukey depth using incremental quantile estimators

Dyadic aggregated autoregressive model (DASAR) for automatic modulation classification

HTAD: A Home-Tasks Activities Dataset with Wrist-Accelerometer and Audio Features

Analysis of Optical Brain Signals Using Connectivity Graph Networks

The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for Endoscopy

Artificial intelligence in the fertility clinic: status, pitfalls and possibilities

Cost-effectiveness of CT perfusion for the detection of large vessel occlusion acute ischemic stroke followed by endovascular treatment: a model-based health economic evaluation study

Deep learning-based white matter lesion volume on CT is associated with outcome after acute ischemic stroke

Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer Learning

Multicenter randomized clinical trial of endovascular treatment for acute ischemic stroke. The effect of periprocedural medication: acetylsalicylic acid, unfractionated heparin, both, or neither (MR CLEAN-MED). Rationale and study design

On Enhancing the Label Propagation Algorithm for Sentiment Analysis Using Active Learning with an Artificial Oracle

Universal Definition of Myocardial Infarction

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