Open Access

Articles

Deep Learning as a Socio-Technical General-Purpose Technology: Architectural Evolution, Market Dynamics, and Cross-Domain Transformations

Dr. Elias Morgenstern, Dr. Sofia Lindqvist, Dr. Matteo Rinaldi (Author) ¹

Pages: 1-7 || Published: 2025-01-19

• Abstract

  Deep learning has emerged as one of the most transformative general-purpose technologies of the twenty-first century, reshaping not only computational practice but also economic organization, scientific inquiry, and socio-technical systems across diverse domains. From its early theoretical foundations in neural computation to its contemporary... More >

Open Access

Articles

Deep Learning–Driven Sentiment and Depression Analysis from Social Media Text: A Comprehensive Multilingual and Theoretical Investigation

Md. Khaled Rahman, Amina El-Hassan, Jonas Müller (Author) ¹

Pages: 8-13 || Published: 2025-02-23

• Abstract

  The exponential growth of social media platforms has transformed user-generated textual data into a critical resource for understanding public opinion, emotional expression, and psychological well-being. Among the most significant and socially impactful applications of sentiment analysis is the automated detection of depressive tendencies and... More >

Open Access

Articles

Deep Neural Architectures for Thoracic Disease Identification from Chest Radiography: Interpretability, Robustness, and Clinical Integration

Dr. Alejandro Martínez Gómez, Dr. Sofia Elena Ricci, Dr. Markus Johannes Keller (Author) ¹

Pages: 14-18 || Published: 2025-03-09

• Abstract

  The rapid integration of artificial intelligence into medical imaging has transformed the landscape of thoracic disease diagnosis, particularly through the use of deep neural networks applied to chest radiography. Chest X-ray imaging remains one of the most widely used, cost-effective, and accessible diagnostic modalities for detecting pulmon... More >