classification – Newsemia

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

NewsemiaAugust 9, 2020

by NewsemiaAugust 9, 202000

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

Multi-Class Imbalanced Classification

NewsemiaAugust 7, 2020

by NewsemiaAugust 7, 202000

Imbalanced classification are those prediction tasks where the distribution of examples across class labels is not equal. Most imbalanced classification examples focus on binary classification...

AI/ML

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

NewsemiaAugust 4, 2020

by NewsemiaAugust 4, 202000

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.

NewsemiaAugust 4, 2020

by NewsemiaAugust 4, 202000

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.

NewsemiaAugust 3, 2020

by NewsemiaAugust 3, 202000

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,...

Epilepsy: International researchers propose better seizure classification

NewsemiaAugust 2, 2020

by NewsemiaAugust 2, 202000

Epilepsy is a wide-spread neurological disorder that affects around 50 million people worldwide. It is characterized by recurrent epileptic seizures, which are sudden bursts of...

AI/ML

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

NewsemiaAugust 2, 2020

by NewsemiaAugust 2, 202000

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.

NewsemiaAugust 1, 2020

by NewsemiaAugust 1, 202000

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.

NewsemiaJuly 31, 2020

by NewsemiaJuly 31, 202000

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

A topological data analysis based classification method for multiple measurements

NewsemiaJuly 31, 2020

by NewsemiaJuly 31, 202000

Machine learning models for repeated measurements are limited. Using topological data analysis (TDA), we present a classifier for repeated measurements which samples from the data...

AI/ML

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

NewsemiaJuly 29, 2020

by NewsemiaJuly 29, 202000

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.

NewsemiaJuly 28, 2020

by NewsemiaJuly 28, 202000

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.

NewsemiaJuly 28, 2020

by NewsemiaJuly 28, 202000

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.

NewsemiaJuly 27, 2020

by NewsemiaJuly 27, 202000

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.

NewsemiaJuly 27, 2020

by NewsemiaJuly 27, 202000

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

NewsemiaJuly 21, 2020

by NewsemiaJuly 21, 202000

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...

Smart Algorithm for Seizure Detection and Classification

NewsemiaJuly 7, 2020

by NewsemiaJuly 7, 202000

To monitor, treat, and better understand how seizures arise and develop, scientists and clinicians have been looking for more objective measures and analyses of brain...

Neurology

ATN classification and clinical progression in subjective cognitive decline: The SCIENCe project

NewsemiaJuly 7, 2020

by NewsemiaJuly 7, 202000

Objective To investigate the relationship between the ATN classification system (amyloid, tau, neurodegeneration) and risk of dementia and cognitive decline in individuals with subjective cognitive...

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

NewsemiaJune 27, 2020

by NewsemiaJune 27, 202000

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...

Gastroenterology

Classification of Early-Onset and Late-Onset Idiopathic Chronic Pancreatitis Needs Reconsideration

NewsemiaJune 26, 2020

by NewsemiaJune 26, 202000

Classification of Early-Onset and Late-Onset Idiopathic Chronic Pancreatitis Needs Reconsideration Source link...

Newsemia

Tag: classification

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

Multi-Class Imbalanced Classification

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

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

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

Epilepsy: International researchers propose better seizure classification

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

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

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

A topological data analysis based classification method for multiple measurements

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

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

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

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

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

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

Smart Algorithm for Seizure Detection and Classification

ATN classification and clinical progression in subjective cognitive decline: The SCIENCe project

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

Classification of Early-Onset and Late-Onset Idiopathic Chronic Pancreatitis Needs Reconsideration

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