Articles

Four-class ASME BCI: investigation of the feasibility and comparison of two strategies for multiclassing

in Brain-Computer Interfaces

• Simon Kojima
• Shin'ichiro Kanoh

Multiclass Classification Based on Combined Motor Imageries

in Brain Imaging Methods

• Cecilia Lindig-León
• Sébastien Rimbert
• Laurent Bougrain

Novel Machine-Learning Based Framework Using Electroretinography Data for the Detection of Early-Stage Glaucoma

in Neurodegeneration

• Mohan Kumar Gajendran
• Landon J. Rohowetz
• Peter Koulen
• Amirfarhang Mehdizadeh

Machine learning decision tree models for multiclass classification of common malignant brain tumors using perfusion and spectroscopy MRI data

in Cancer Imaging and Image-directed Interventions

• Rodolphe Vallée
• Jean-Noël Vallée
• Carole Guillevin
• Athéna Lallouette
• Clément Thomas
• Guillaume Rittano
• Michel Wager
• Rémy Guillevin
• Alexandre Vallée

One size does not fit all: a support vector machine exploration of multiclass cognitive state classifications using physiological measures

in Cognitive Neuroergonomics

• Jonathan Vogl
• Kevin O'Brien
• Paul St. Onge

Deep learning-based multiclass segmentation in aneurysmal subarachnoid hemorrhage

in Artificial Intelligence in Neurology

• Julia Kiewitz
• Orhun Utku Aydin
• Adam Hilbert
• Marie Gultom
• Anouar Nouri
• Ahmed A. Khalil
• Peter Vajkoczy
• Satoru Tanioka
• Fujimaro Ishida
• Nora F. Dengler

Interpretable Multiclass Models for Corporate Credit Rating Capable of Expressing Doubt

in Mathematical Finance

• Lennart Obermann
• Stephan Waack

Motor imagery-based brain-computer interfaces: an exploration of multiclass motor imagery-based control for Emotiv EPOC X

• Paulina Tarara
• Iwona Przybył
• Julius Schöning
• Artur Gunia

Multiclass classification using quantum convolutional neural networks with hybrid quantum-classical learning

in Quantum Engineering and Technology

• Denis Bokhan
• Alena S. Mastiukova
• Aleksey S. Boev
• Dmitrii N. Trubnikov
• Aleksey K. Fedorov

A New Subject-Specific Discriminative and Multi-Scale Filter Bank Tangent Space Mapping Method for Recognition of Multiclass Motor Imagery

in Brain-Computer Interfaces

• Fan Wu
• Anmin Gong
• Hongyun Li
• Lei Zhao
• Wei Zhang
• Yunfa Fu

Exploratory Analysis of Exhaled Volatile Organic Compounds for Binary Discrimination Between Lung Cancer, Pneumonia, and Healthy Controls Using Machine Learning

in Pulmonary Medicine

• Jing Wang
• haitian li
• Jianshen Yue
• Yamei Song
• Ning Wang
• Wei Guo
• Zhigang Cai

A Tensorized Multitask Deep Learning Network for Progression Prediction of Alzheimer’s Disease

in Alzheimer's Disease and Related Dementias

• Solale Tabarestani
• Mohammad Eslami
• Mercedes Cabrerizo
• Rosie E. Curiel
• Armando Barreto
• Naphtali Rishe
• David Vaillancourt
• Steven T. DeKosky
• David A. Loewenstein
• Ranjan Duara

Comparative analysis of optimized logistic regression with state-of-the-art models for complex gastroenterological image analysis

in Gastroenterology

• Daniela-Maria Cristea
• Ioan Sima
• Laszlo Barna Iantovics

Predicting Axial Length From Choroidal Thickness on Optical Coherence Tomography Images With Machine Learning Based Algorithms

in Ophthalmology

• Hao-Chun Lu
• Hsin-Yi Chen
• Chien-Jung Huang
• Pao-Hsien Chu
• Lung-Sheng Wu
• Chia-Ying Tsai

Data-Driven Differential Diagnosis of Dementia Using Multiclass Disease State Index Classifier

in Alzheimer's Disease and Related Dementias

• Antti Tolonen
• Hanneke F. M. Rhodius-Meester
• Marie Bruun
• Juha Koikkalainen
• Frederik Barkhof
• Afina W. Lemstra
• Teddy Koene
• Philip Scheltens
• Charlotte E. Teunissen
• Tong Tong

Ensemble machine learning prediction accuracy: local vs. global precision and recall for multiclass grade performance of engineering students

in Digital Learning Innovations

• Yagyanath Rimal
• Navneet Sharma