The Lancet

Deep learning for H&E-based meningioma molecular classification and outcome prediction: a retrospective cohort study

To our knowledge, this study is the first to apply deep learning models that can, beyond diagnosis, identify molecular subtypes and predict outcomes in a single brain tumour entity (meningioma) using ...
IEEE

Optimized Predictive Technique for Intelligent Classification (OPTIC): A Decision Tree Ensemble Approach for Neurodegenerative Disease Detection via Gait Pattern Analysis

Abstract: Purpose of the Study: Neurodegenerative diseases such as Parkinson’s, Alzheimer’s, and Huntington’s progressively impair motor and cognitive functions, making early detection essential for ...
IEEE

A Fuzzy Set Based Classification-to-Regression Extension Framework for Transfer Learning and its Application to Brain-Computer Interfaces

Abstract: Transfer learning (TL) uses data or knowledge from source domains to facilitate the learning in a target domain. It has achieved promising performance in many applications such as ...
eLife

Identification and classification of ion channels across the tree of life provide functional insights into understudied CALHM channels

In this manuscript Taujale et al describe an interdisciplinary approach to mine the human channelome and further discover orthologues across diverse organisms. Further, this work provides evidence ...