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Is AI Truly Ready to Transform Skin Cancer Diagnosis?

11 minutes ago
1 min read

We hear a lot about "Deep Learning" algorithms in the lab, but the ultimate test is their readiness for real-world patient care.

I am thrilled to share a major milestone: upon the explicit recommendation of the esteemed publisher MDPI (Basel, Switzerland), our latest systematic review has been officially published as a preprint while it advances toward final publication acceptance!

This paper maps the critical journey of AI in Dermato-Oncology from the bench to the bedside. In this review, we break down: 🔍 The real-world clinical readiness of current AI diagnostic tools. 🌉 How to successfully bridge the gap between laboratory testing and hospital deployment. 💡 The next frontier for digital health and translational medicine in oncology.

I invite my colleagues and healthcare innovators to read the full manuscript and join the conversation as we shape the future of medical AI.

📌 DOI: 10.20944/preprints202610.3057.v1



 
 

About the Author

Dr. Habib Al Souleiman is a researcher and educator who is passionate about AI, behavioural economics, consumer psychology and the human side of financial decision-making. He writes about how emotions, perception and timing affect the choices people make in markets, and how a better understanding of these forces can help to support wiser and more confident decisions. His work is dedicated to translating academic ideas into simple, practical lessons for students, professionals and ordinary readers, always with the goal of stimulating thoughtful, ethical and forward-looking engagement with the economy. He writes articles and thoughts on his website to let everyone learn about economics and human behavior.

habib al souleiman in ukraine_edited.jpg

Habib Al Souleiman

PhD, EdD, DBA

Artificial Intelligence – Declaration on Use
The author used AI tools only to improve language and readability of this manuscript. All conceptual design, theoretical framing and analytical interpretation were done independently by the human author. 

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