What is the Difference Between Deep Learning and Machine Learning

We have explained the difference between Deep Learning and Machine Learning in simple language with practical use cases.
Bulletin of the Atomic ScientistsOpinion

Division begets division in the age of algorithmic classification

The online information landscape, driven in large part by social media, rewards engagement and is curated by classification ...
eLife

Deep learning reveals endogenous sterols as allosteric modulators of the GPCR–Gα interface

An AI-driven computational toolkit, Gcoupler, integrates ligand design, statistical modeling, and graph neural networks to predict endogenous metabolites that allosterically modulate the GPCR–Gα ...
Journal of Medical Internet Research

Sample Size Requirements for Popular Classification Algorithms in Tabular Clinical Data: Empirical Study

Objective: This study aimed to determine optimal sample sizes and the relationships between sample size and dataset-level characteristics over a variety of binary classification algorithms. Methods: A ...
IEEE

Video-level Hierarchical Binary Classification of Lung Ultrasound Clinical Data

Deep learning approaches in lung ultrasound (LUS) imaging classification traditionally focus on the frame-level prediction, employing a severity score system ranging from score 0 to score 3. In ...
IEEE

Pneumonia detection and classification from chest X-Ray images using Modified DenseNet121 Deep Learning Approach

Abstract: Pneumonia is a potential life-threatening lung infection that remains a global health concern even today. Adequate diagnosis in time is essential to improve therapeutic results. In this ...