Paper Details

  1. Home
  2. Paper Details

The Impact of Artificial Intelligence on Optimizing Diagnosis and Treatment Plans for Rare Genetic Disorders.

Author: AbdallahShenouda, BalabelKhaled M, EkomwererenOsatohanmwen, I Kh AlmadhounMohammed Khaleel, KhawarMuhammad Muneeb, KhineWai Mon, MandalArun Kumar, ManzoorAmima, OyelajaOluwaseyi T, SalehInam, ShaikhUnzla, SharifaMouhammad

Journal ArticleAn article published in an academic or professional journal that reports original research or scholarly analysis.
ReviewAn article that critically examines existing research on a particular topic and summarizes the current state of knowledge in the field.

Overview

This article discusses the potential of artificial intelligence (AI) and machine learning (ML) in the diagnosis and treatment of rare genetic disorders (RDs). AI can analyze large datasets to expedite diagnosis and create personalized treatment plans for patients with RDs. While there are ethical considerations, AI is a promising tool for improving the lives of individuals with RDs.
Paper Details　
Original Abstract of the Article :
Rare genetic disorders (RDs), characterized by their low prevalence and diagnostic complexities, present significant challenges to healthcare systems. This article explores the transformative impact of artificial intelligence (AI) and machine learning (ML) in addressing these challenges. It emphasiz...See full text at original site
Dr.Camel IconDr.Camel's Paper Summary Blogラクダ博士について

ラクダ博士は、Health Journal が論文の内容を分かりやすく解説するために作成した架空のキャラクターです。
難解な医学論文を、専門知識のない方にも理解しやすいように、噛み砕いて説明することを目指しています。

* ラクダ博士による解説は、あくまで論文の要点をまとめたものであり、原論文の完全な代替となるものではありません。詳細な内容については、必ず原論文をご参照ください。
* ラクダ博士は架空のキャラクターであり、実際の医学研究者や医療従事者とは一切関係がありません。
* 解説の内容は Health Journal が独自に解釈・作成したものであり、原論文の著者または出版社の見解を反映するものではありません。


引用元：
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10636514/

データ提供：米国国立医学図書館（NLM）

Artificial Intelligence in Diagnosing and Treating Rare Genetic Disorders

This article delves into the captivating realm of artificial intelligence (AI) and its transformative potential in revolutionizing the diagnosis and treatment of rare genetic disorders (RDs). It paints a vivid picture of a vast desert of genetic complexity, where the discovery of oases, or accurate diagnoses, can be elusive. AI emerges as a beacon of hope, illuminating the path towards more efficient and personalized solutions for these challenging conditions.

AI: A Beacon of Hope in the Desert of Rare Genetic Disorders

The study emphasizes the power of AI and machine learning (ML) in streamlining the diagnostic process, often hindered by genetic and clinical heterogeneity. AI, like a skilled navigator, can sift through vast datasets, effectively analyzing complex information and accelerating the identification of RDs. The study highlights examples like Face2Gene, showcasing AI's ability to decipher the intricate tapestry of genetic and clinical data, bringing hope to individuals searching for answers.

Tailoring Treatment Plans for Rare Genetic Disorders

AI's impact extends beyond diagnosis, venturing into the realm of personalized medicine. It leverages ML and deep learning (DL) to create customized treatment plans for RDs, considering each patient's unique genetic and clinical profile. This approach, like a desert oasis offering tailored refreshments, caters to the specific needs of individuals with rare genetic disorders, optimizing their care and improving their outcomes.

Dr. Camel's Conclusion

This research journey through the desert of rare genetic disorders showcases the remarkable potential of AI in transforming healthcare. By harnessing the power of data analysis and personalized medicine, AI illuminates a path towards more effective diagnoses and treatment plans for individuals navigating the complexities of rare diseases, bringing hope and improving the lives of those affected.

Date :
  1. Date Completed n.d.
  2. Date Revised 2023-11-14
Further Info :

Pubmed ID

37954711

DOI: Digital Object Identifier

PMC10636514

Related Literature

Article Analysis
・Effective treatment of genetic disorders
SNS
PICO Info
in preparation
Languages

English

Positive IndicatorAn AI analysis index that serves as a benchmark for how positive the results of the study are. Note that it is a benchmark and requires careful interpretation and consideration of different perspectives.

This site uses cookies. Visit our privacy policy page or click the link in any footer for more information and to change your preferences.