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Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings

Computer methods and programs in biomedicine, 2021-03, Vol.200, p.105940-105940, Article 105940

2021

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Using deep transfer learning to detect scoliosis and spondylolisthesis from x-ray images

PloS one, 2022-05, Vol.17 (5), p.e0267851-e0267851

2022

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Computer-aided identification of degenerative neuromuscular diseases based on gait dynamics and ensemble decision tree classifiers

PloS one, 2021-06, Vol.16 (6), p.e0252380

2021

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Detection of COVID-19 from Chest X-ray Images Using Deep Convolutional Neural Networks

Sensors (Basel, Switzerland), 2021-09, Vol.21 (17), p.5940

2021

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Detection of K-complexes in EEG waveform images using faster R-CNN and deep transfer learning

BMC medical informatics and decision making, 2022-11, Vol.22 (1), p.297-297, Article 297

2022

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Neonatal sleep stage identification using long short-term memory learning system

Medical & biological engineering & computing, 2020-06, Vol.58 (6), p.1383-1391

2020

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Classification of Focal and Non-Focal Epileptic Patients Using Single Channel EEG and Long Short-Term Memory Learning System

IEEE access, 2020, Vol.8, p.77255-77262

2020

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A convolutional neural network for the screening and staging of diabetic retinopathy

PloS one, 2020-06, Vol.15 (6), p.e0233514-e0233514

2020

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A dataset of lung sounds recorded from the chest wall using an electronic stethoscope

Data in brief, 2021-04, Vol.35, p.106913-106913, Article 106913

2021

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Diabetic foot ulcer mobile detection system using smart phone thermal camera: a feasibility study

Biomedical engineering online, 2017-10, Vol.16 (1), p.117-117, Article 117

2017

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A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules

Technology in cancer research & treatment, 2018-01, Vol.17, p.1533033818798800-1533033818798800

2018

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Investigating the use of uni-directional and bi-directional long short-term memory models for automatic sleep stage scoring

Informatics in medicine unlocked, 2020, Vol.20, p.100370, Article 100370

2020

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Non-Contact Spirometry Using a Mobile Thermal Camera and AI Regression

Sensors (Basel, Switzerland), 2021-11, Vol.21 (22), p.7574

2021

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Detection of K-complexes in EEG signals using deep transfer learning and YOLOv3

Cluster computing, 2023-12, Vol.26 (6), p.3985-3995

2023

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Time Frequency Analysis for Automated Sleep Stage Identification in Fullterm and Preterm Neonates

Journal of medical systems, 2011-08, Vol.35 (4), p.693-702

2011

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Automated sleep stage identification system based on time–frequency analysis of a single EEG channel and random forest classifier

Computer methods and programs in biomedicine, 2012-10, Vol.108 (1), p.10-19

2012

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Optimization of ultrasound array designs for high intensity focused treatment of prostate cancer and benign prostatic hyperplasia

Medical & biological engineering & computing, 2009-06, Vol.47 (6), p.635-640

2009

Volltextzugriff (PDF)

Mobile Application for Ulcer Detection

The open biomedical engineering journal, 2018, Vol.12 (1), p.16-26

2018

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Using deep transfer learning to detect scoliosis and spondylolisthesis from x-ray images

PloS one, 2022-01, Vol.17 (5)

2022

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A Comprehensive Framework for Differentiating Autism Spectrum Disorder From Neurotypicals by Fusing Structural MRI and Resting State Functional MRI

Seminars in pediatric neurology, 2020-07, Vol.34, p.100805-100805, Article 100805

2020

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Parkinson's disease hand tremor detection system for mobile application

Journal of medical engineering & technology, 2016-04, Vol.40 (3), p.127-134

2016

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A multimodal computer‐aided diagnostic system for precise identification of renal allograft rejection: Preliminary results

Medical physics (Lancaster), 2020-06, Vol.47 (6), p.2427-2440

2020

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Automatic identification of respiratory diseases from stethoscopic lung sound signals using ensemble classifiers

Biocybernetics and biomedical engineering, 2021-01, Vol.41 (1), p.1-14

2021

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Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, p.267-270

2021

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Feasibility Study of Noninvasive Tumor Treatment with Focused Ultrasound

Journal of Medical and Biological Engineering, 2010-01, Vol.30 (5)

2010

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Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings

Using deep transfer learning to detect scoliosis and spondylolisthesis from x-ray images

Computer-aided identification of degenerative neuromuscular diseases based on gait dynamics and ensemble decision tree classifiers

Detection of COVID-19 from Chest X-ray Images Using Deep Convolutional Neural Networks

Detection of K-complexes in EEG waveform images using faster R-CNN and deep transfer learning

Neonatal sleep stage identification using long short-term memory learning system

Classification of Focal and Non-Focal Epileptic Patients Using Single Channel EEG and Long Short-Term Memory Learning System

A convolutional neural network for the screening and staging of diabetic retinopathy

A dataset of lung sounds recorded from the chest wall using an electronic stethoscope

Diabetic foot ulcer mobile detection system using smart phone thermal camera: a feasibility study

A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules

Investigating the use of uni-directional and bi-directional long short-term memory models for automatic sleep stage scoring

Non-Contact Spirometry Using a Mobile Thermal Camera and AI Regression

Detection of K-complexes in EEG signals using deep transfer learning and YOLOv3

Time Frequency Analysis for Automated Sleep Stage Identification in Fullterm and Preterm Neonates

Automated sleep stage identification system based on time–frequency analysis of a single EEG channel and random forest classifier

Optimization of ultrasound array designs for high intensity focused treatment of prostate cancer and benign prostatic hyperplasia

Mobile Application for Ulcer Detection

Using deep transfer learning to detect scoliosis and spondylolisthesis from x-ray images

A Comprehensive Framework for Differentiating Autism Spectrum Disorder From Neurotypicals by Fusing Structural MRI and Resting State Functional MRI

Parkinson's disease hand tremor detection system for mobile application

A multimodal computer‐aided diagnostic system for precise identification of renal allograft rejection: Preliminary results

Automatic identification of respiratory diseases from stethoscopic lung sound signals using ensemble classifiers

Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces

Feasibility Study of Noninvasive Tumor Treatment with Focused Ultrasound

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