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A Critical Review of AI and IoT Integration in Smart Healthcare for Urban Innovation
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By Laiba Khan Department of Computer Science University of Southern Punjab, Multan, Pakistan
December 31, 2025
Artificial Intelligence 12 Views

A Critical Review of AI and IoT Integration in Smart Healthcare for Urban Innovation

Artificial Intelligence is a rapidly growing technology that simulates human intelligence through machine learning problem solving and decision-making. It is transforming healthcare education banking and other sectors by improving efficiency and innovation

Introduction

Artificial Intelligence (AI) can be classified as a field focused on creating computer systems capable of performing tasks that typically require human intelligence. These tasks include image recognition, speech recognition, language translation, and problem-solving. AI is widely regarded as a core component of digital transformation in the modern world.

Artificial Intelligence

One of the most thrilling and revolutionary technological achievements of the 21st century is Artificial Intelligence. AI can be explained as a research area where intelligent systems are designed to analyze information, learn from data, and adapt to new information without being explicitly programmed in a traditional human way.

Artificial Intelligence can broadly be classified into two major categories:

  • Artificial Intelligence (Narrow AI)

  • General Artificial Intelligence (AGI)

AI technologies such as machine learning, deep learning, natural language processing, and computer vision are widely used across multiple sectors.

In the healthcare industry, AI assists in disease diagnosis, medical imaging, drug discovery, and patient monitoring.
In education, AI enables personalized learning experiences and intelligent tutoring systems.
The business and financial sector uses AI to enhance fraud detection, customer service automation, and predictive analytics.
Furthermore, AI plays a crucial role in the development of smart cities, intelligent transportation systems, and modern industrial automation.

Despite its many advantages, AI also faces several challenges, including data privacy concerns, ethical issues, job displacement, and algorithmic bias.

Future Direction

The future of Artificial Intelligence is highly promising and transformative. AI systems will become more human-centric, interpretable, and ethical. Advancements in Artificial General Intelligence (AGI), AI & IoT integration, autonomous systems, and quantum computing are expected to significantly enhance AI capabilities.

Future research will focus on building trust, ensuring accountability, and improving collaboration between humans and intelligent machines.

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