Open Heart

Development and validation of a deep learning model for severe mitral stenosis detection from chest X-rays

Background Although chest X-rays (CXRs) are widely used, diagnosing mitral stenosis (MS) based solely on CXR findings remains ...
Japan Today

Rest is essential during the holidays, but it may mean getting active, not crashing on the couch

The holiday season is often painted as an idyllic vision of rest, conjuring images of warm beverages and bountiful time with loved ones. But many people have trouble unwinding at this time of year.
Frontiers

Comparative study of machine learning and deep learning in predicting the shear strength of marine sand and polymer layer interfaces interface under marine temperature effects

In marine engineering, polymer layers are anti-seepage barrier materials. The mechanical interaction between marine sand and polymer layer significantly affects overall structural stability. In this ...
Hosted on MSN

What Are Activation Functions in Deep Learning? Explained Clearly

Understand what activation functions are and why they’re essential in deep learning! This beginner-friendly explanation covers popular functions like ReLU, Sigmoid, and Tanh—showing how they help ...
Business Wire

NTU Singapore and US-based Activate to launch S$12 million fellowship to accelerate science entrepreneurship and develop deep-tech start-ups

SINGAPORE--(BUSINESS WIRE)--Nanyang Technological University, Singapore (NTU Singapore) and US-based non-profit Activate will launch a new fellowship programme to support early-stage science and ...
Morningstar

NTU Singapore and US-based Activate to launch S$12 million fellowship to accelerate science entrepreneurship and develop deep-tech start-ups

NTU Singapore and US-based Activate to launch S$12 million fellowship to accelerate science entrepreneurship and develop deep-tech start-ups In partnership with National Research Foundation, Singapore ...
Frontiers

LiSA-MobileNetV2: an extremely lightweight deep learning model with Swish activation and attention mechanism for accurate rice disease classification

Hunan Engineering and Technology Research Center for Agricultural Big Data Analysis & Decision-making, Hunan Agricultural University, Changsha, China In the context of intelligent agriculture in China ...
EurekAlert!

Deep learning-based structural characterization and mass transport analysis of CO2 reduction catalyst layers

As global efforts to combat climate change intensify, electrochemical CO₂ reduction reaction (CO 2 RR) stands out as a critical technology for converting greenhouse gases into valuable fuels and ...
IEEE

Rectified Tangent Activation (RTA): A Novel Activation Function for Enhanced Deep Learning Performance

Abstract: In deep learning, activation functions (AFs) influence a model’s performance, convergence rate, and generalization capability. Conventional activation functions such as ReLU, Swish, ELU, and ...