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I am currently conducting research on two topics: advancements in artificial intelligence in health care (AIH) and network automation.

Likes to share research paper content, enjoys sharing books, and likes to share thoughts on life.

AIHArtificial Intelligence in Health Care

"Rather than love, than money, than fame, give me truth." — Thoreau, Walden

🌿📖 For Thoreau, truth was found in simplicity, self-reflection, and harmony with nature.
He believed that living deliberately, stripping away excess, and embracing the present moment were the keys to a meaningful life.

#book

"I went to the woods because I wished to live deliberately, to front only the essential facts of life, and see if I could not learn what it had to teach." — Thoreau, Walden 🌲🏞️

Sometimes, slowing down and returning to nature is the way to rediscover the essence of life.

#book

Life won’t always be just right.

We’re always chasing the “perfect moment,” but we often forget that life itself is found in the imperfections.

🍃 A gentle breeze, a cup of warm tea, an unexpected melody—these little moments are the ones truly worth cherishing.

Perhaps slowing down and savoring these simple, unremarkable moments is the essence of life.

#life

Having expectations or not can make a big difference in how you feel about people or things. If you want to stay in a good mood, it’s better not to have high expectations.
For example, imagine you hear that a certain dish at a restaurant is amazing, and you’ve tried to get it several times but always arrive too late, so it’s sold out. One day, you even take a day off just to finally try it, and when you do, you find it pretty average.
#life

Children's misbehavior can stem from various factors:

Unmet needs: Seeking attention or control.

Emotional struggles: Difficulty managing feelings.

Imitation: Learning from others' behavior.

Development: Natural stages of growth.

Stress: Reactions to pressure or change.

Physical reasons: Fatigue, hunger, or discomfort.

It seems that children's behavior can be analyzed using grounded theory.

New research explores how AI systems can act as reflection partners for professionals, especially in healthcare. AI prompts physicians to reflect on their decisions—either confirming their judgment or challenging them to rethink, leading to deeper insights and better outcomes. It's a step beyond efficiency—AI + human collaboration for growth! 🚀

https://doi.org/10.25300/MISQ/2022/16773

#AIH

How AI-Based Systems Can Induce Reflections: The Case of AI-Augmented Diagnostic Work

Publication History Received: March 21, 2020Revised: March 6, 2021; December 23, 2021; July 19, 2022; December 6, 2022Accepted: December 9, 2022Published Online as Articles in Advance: November 30, 2023Published Online in Issue: December 1, 2023 https://doi.org/10.25300/MISQ/2022/16773

New research highlights how AI-powered smart service systems can help prevent back pain! By using sensors in smart clothing to monitor posture, AI provides real-time feedback and alerts users to harmful postures. A great step towards better posture management!

Paper: https://doi.org/10.1080/0960085X.2024.2308541

#AIH

🚨 AI in healthcare is revolutionizing the field, but resistance is a major challenge for both doctors and patients.

👨‍⚕️Doctors fear losing professional autonomy, while patients worry about privacy and AI's decision-making opacity.

📊 A new framework breaks down why this resistance occurs and how we can overcome it. The key: balancing human and AI collaboration.

Question: How to balance human–AI collaboration?

Paper: https://doi.org/10.1016/j.im.2024.103961

#AIH

Resistance to artificial intelligence in health care: Literature review, conceptual framework, and research agenda

Resistance has historically been considered a salient obstacle to the implementation of information systems, including healthcare information technolo…

When using AI tools in healthcare, there are many stakeholders involved, the most important are the patients. For the research teams developing these tools, a patient might only be viewed as data. For clinicians, a patient may simply be a part of their daily work. But for the patients and their families, the patient is a person, a life, and, in many cases, the center of an entire family.
The best way to educate a child is through leading by example. No matter how much you say, it’s more effective to show them through your actions. If you can’t do it yourself, don’t expect your child to.