Articles

David vs. Goliath: comparing conventional machine learning and a large language model for assessing students' concept use in a physics problem

in Machine Learning and Artificial Intelligence

• Fabian Kieser
• Paul Tschisgale
• Sophia Rauh
• Xiaoyu Bai
• Holger Maus
• Stefan Petersen
• Manfred Stede
• Knut Neumann
• Peter Wulff

Prediction of knee biomechanics with different tibial component malrotations after total knee arthroplasty: conventional machine learning vs. deep learning

in Biomechanics

• Qida Zhang
• Zhuhuan Li
• Zhenxian Chen
• Yinghu Peng
• Zhongmin Jin
• Ling Qin

Artificial liver classifier: a new alternative to conventional machine learning models

in Medicine and Public Health

• Mahmood A. Jumaah
• Yossra H. Ali
• Tarik A. Rashid

Improving skin cancer detection by Raman spectroscopy using convolutional neural networks and data augmentation

in Skin Cancer

• Jianhua Zhao
• Harvey Lui
• Sunil Kalia
• Tim K. Lee
• Haishan Zeng

Conventional machine learning and deep learning in Alzheimer's disease diagnosis using neuroimaging: A review

• Zhen Zhao
• Joon Huang Chuah
• Khin Wee Lai
• Chee-Onn Chow
• Munkhjargal Gochoo
• Samiappan Dhanalakshmi
• Na Wang
• Wei Bao
• Xiang Wu

Comparison of Transfer Learning and Conventional Machine Learning Applied to Structural Brain MRI for the Early Diagnosis and Prognosis of Alzheimer's Disease

in Dementia and Neurodegenerative Diseases

• Loris Nanni
• Matteo Interlenghi
• Sheryl Brahnam
• Christian Salvatore
• Sergio Papa
• Raffaello Nemni
• Isabella Castiglioni
• The Alzheimer's Disease Neuroimaging Initiative

Combining Multi-Dimensional Convolutional Neural Network (CNN) With Visualization Method for Detection of Aphis gossypii Glover Infection in Cotton Leaves Using Hyperspectral Imaging

in Technical Advances in Plant Science

• Tianying Yan
• Wei Xu
• Jiao Lin
• Long Duan
• Pan Gao
• Chu Zhang
• Xin Lv

Gaze Gesture Recognition by Graph Convolutional Networks

in Robot Vision and Artificial Perception

• Lei Shi
• Cosmin Copot
• Steve Vanlanduit

Kernelized k-Local Hyperplane Distance Nearest-Neighbor Model for Predicting Cerebrovascular Disease in Patients With End-Stage Renal Disease

in Brain Imaging Methods

• Xiaobin Liu
• Xiran Zhang
• Yi Zhang
• Yijie Ding
• Weiwei Shan
• Yiqing Huang
• Liang Wang
• Xiaoyi Guo

A Deep Learning Algorithm to Predict Hazardous Drinkers and the Severity of Alcohol-Related Problems Using K-NHANES

in Addictive Disorders

• Suk-Young Kim
• Taesung Park
• Kwonyoung Kim
• Jihoon Oh
• Yoonjae Park
• Dai-Jin Kim

SeismoQuakeGNN: a hybrid framework for spatio-temporal earthquake prediction with transformer-enhanced models

in Machine Learning and Artificial Intelligence

• Anny Leema
• Ponnuraman Balakrishnan
• Gladys Gnana Kiruba
• Ganesarathinam Rajarajan
• Stuti Goel
• Prisha Aggarwal

Performance Evaluation of EEG Based Mental Stress Assessment Approaches for Wearable Devices

• Ubaid M. Al-Saggaf
• Syed Faraz Naqvi
• Muhammad Moinuddin
• Sulhi Ali Alfakeh
• Syed Saad Azhar Ali

Deep learning-driven medical image analysis for computational material science applications

in Computational Materials Science

• Li Lu
• Mingpei Liang

Employing Xception convolutional neural network through high-precision MRI analysis for brain tumor diagnosis

in Pathology

• R. Sathya
• T. R. Mahesh
• Surbhi Bhatia Khan
• Areej A. Malibari
• Fatima Asiri
• Attique ur Rehman
• Wajdan Al Malwi

A hybrid Spiking Neural Network–Transformer architecture for motor imagery and sleep apnea detection

in Neuromorphic Engineering

• Duc Thien Pham
• Maryam Khoshkhooy Titkanlou
• Roman Mouček

Leveraging Named Entity Recognition for Enhanced Meningioma Management: Integrating Imaging and Personalized Medicine Data

in Artificial Intelligence in Neurology

• Manli Du Du