Tag: classification

AI/ML

Breast Cancer Histopathology Image Classification Using an Ensemble of Deep Learning Models.

Newsemia
Related Articles Breast Cancer Histopathology Image Classification Using an Ensemble of Deep Learning Models. Sensors (Basel). 2020 Aug 05;20(16): Authors: Hameed Z, Zahia S, Garcia-Zapirain...
AI/ML

Deep learning-based classification of posttraumatic stress disorder and depression following trauma utilizing visual and auditory markers of arousal and mood.

Newsemia
Related Articles Deep learning-based classification of posttraumatic stress disorder and depression following trauma utilizing visual and auditory markers of arousal and mood. Psychol Med. 2020...
AI/ML

Patient-specific PTV margins for liver stereotactic body radiation therapy determined using support vector classification with an early-warning system for margin adaptation.

Newsemia
Patient-specific PTV margins for liver stereotactic body radiation therapy determined using support vector classification with an early-warning system for margin adaptation. Med Phys. 2020 Aug...
AI/ML

Chances and challenges of machine learning-based disease classification in genetic association studies illustrated on age-related macular degeneration.

Newsemia
Chances and challenges of machine learning-based disease classification in genetic association studies illustrated on age-related macular degeneration. Genet Epidemiol. 2020 Aug 02;: Authors: Guenther F,...
AI/ML

Prediction of RNA Methylation Status From Gene Expression Data Using Classification and Regression Methods.

Newsemia
Related Articles Prediction of RNA Methylation Status From Gene Expression Data Using Classification and Regression Methods. Evol Bioinform Online. 2020;16:1176934320915707 Authors: Xue H, Wei Z,...
AI/ML

Automated Classification of Postural Control for Individuals With Parkinson's Disease Using a Machine Learning Approach: A Preliminary Study.

Newsemia
Automated Classification of Postural Control for Individuals With Parkinson’s Disease Using a Machine Learning Approach: A Preliminary Study. J Appl Biomech. 2020 Jul 31;:1-6 Authors:...
AI/ML

CWT Based Transfer Learning for Motor Imagery Classification for Brain computer Interfaces.

Newsemia
CWT Based Transfer Learning for Motor Imagery Classification for Brain computer Interfaces. J Neurosci Methods. 2020 Jul 27;:108886 Authors: Kant P, Laskar SH, Hazarika J,...
AI/ML

Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning.

Newsemia
Related Articles Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning. IEEE Trans Biomed Circuits Syst. 2020 Jun;14(3):535-544...
AI/ML

Automating the Classification of Complexity of Medical Decision-Making in Patient-Provider Messaging in a Patient Portal.

Newsemia
Related Articles Automating the Classification of Complexity of Medical Decision-Making in Patient-Provider Messaging in a Patient Portal. J Surg Res. 2020 Jun 19;255:224-232 Authors: Sulieman...
AI/ML

Major Depressive Disorder Classification Based on Different Convolutional Neural Network Models: Deep Learning Approach.

Newsemia
Related Articles Major Depressive Disorder Classification Based on Different Convolutional Neural Network Models: Deep Learning Approach. Clin EEG Neurosci. 2020 Jun 03;:1550059420916634 Authors: Uyulan C,...
AI/ML

Simultaneous Hand Gesture Classification and Finger Angle Estimation via a Novel Dual-Output Deep Learning Model.

Newsemia
Related Articles Simultaneous Hand Gesture Classification and Finger Angle Estimation via a Novel Dual-Output Deep Learning Model. Sensors (Basel). 2020 May 24;20(10): Authors: Gao Q,...
AI/ML

Convolutional neural network for detection and classification of seizures in clinical data.

Newsemia
Related Articles Convolutional neural network for detection and classification of seizures in clinical data. Med Biol Eng Comput. 2020 Jun 12;: Authors: Iešmantas T, Alzbutas...
Gastroenterology

Endoscopic severe mucosal atrophy indicates the presence of gastric cancer after Helicobacter pylori eradication -analysis based on the Kyoto classification

Newsemia
Gastric cancer after Helicobacter pylori (HP) eradication is a crucial clinical challenge today as HP eradication therapy is widely performed. Detecting gastric cancer after HP...
Gastroenterology

The outcomes of modified endoscopic mucosal resection and endoscopic submucosal dissection for the treatment of rectal neuroendocrine tumors and the value of endoscopic morphology classification in endoscopic resection

Newsemia
To compare the outcomes of modified endoscopic mucosal resection (m-EMR) and endoscopic submucosal dissection (ESD) for rectal neuroendocrine tumors (NETs) and evaluate the value of...

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