An Overview on the Web of Clinical Data

08/14/2020
by   Marco Gori, et al.
0

In the last few years there has been an impressive growth of connections between medicine and artificial intelligence (AI) that have been characterized by the specific focus on single problems along with corresponding clinical data. This paper proposes a new perspective in which the focus is on the progressive accumulation of a universal repository of clinical hyperlinked data in the spirit that gave rise to the birth of the Web. The underlining idea is that this repository, that is referred to as the Web of Clinical Data (WCD), will dramatically change the AI approach to medicine and its effectiveness. It is claimed that research and AI-based applications will undergo an evolution process that will likely reinforce systematically the solutions implemented in medical apps made available in the WCD. The distinctive architectural feature of the WCD is that this universal repository will be under control of clinical units and hospitals, which is claimed to be the natural context for dealing with the critical issues of clinical data.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
05/08/2019

A new direction to promote the implementation of artificial intelligence in natural clinical settings

Artificial intelligence (AI) researchers claim that they have made great...
research
03/01/2021

Reflections on the Clinical Acceptance of Artificial Intelligence

In this chapter, we reflect on the use of Artificial Intelligence (AI) a...
research
02/01/2023

The Past, Current, and Future of Neonatal Intensive Care Units with Artificial Intelligence

Artificial intelligence (AI), specifically a branch of AI called deep le...
research
11/12/2018

On the practice of classification learning for clinical diagnosis and therapy advice in oncology

Artificial intelligence and medicine have a longstanding and proficuous ...
research
10/30/2020

Formalizing IMO Problems and Solutions in Isabelle/HOL

The International Mathematical Olympiad (IMO) is perhaps the most celebr...
research
03/21/2022

Automated Clinical Coding: What, Why, and Where We Are?

Clinical coding is the task of transforming medical information in a pat...
research
03/08/2022

Predatory Medicine: Exploring and Measuring the Vulnerability of Medical AI to Predatory Science

Medical Artificial Intelligence (MedAI) for diagnosis, treatment options...

Please sign up or login with your details

Forgot password? Click here to reset