It is also called deidentification and as the term suggests consist of removing all identifiable features and in dermatology this would consist of: removing names and other upstream data and ...
There is hope of being able to achieve a wider coverage thanks to systems such as electronic medical records (EMR): There is a need, however, to overcome silos which constitute ...
With all that scattered data, here are 3 techniques used to analyze the data. Note that Artificial Intelligence techniques such as Machine learning automate the process which would otherwise be ...
This term sounds nice and it gives the impression of some satellite wireless communication breezing in the air ! However truth is more prosaic and down to the earth: the ...
To fulfill the Conditions for an operational distributed file system [see Storing data: Hadoop Distributed File System (DFS)], the CAP rule applies. “ C”, “A”, “P” stands for: consistency (C): ...
This storage system stands for Not only SQL (structured query language). SQL queries cannot be used to access those databases. The goal is to fulfill the requirements of big data: ...
Structured data For structured data, the volumes tend to be controllable and an efficient storing system through a relational database was classically enough until recently. The data meticulously organized in ...
Data is not everything and although it has been compared to oil, there are big differences Clive Humby, director of the Tesco Loyalty card program coined the very optimistic phrase: ...
Frequently, populations, patients and conditions are underrepresented or outright missing in the data. As you know algorithms suffer from a “black box” effect which makes solutions difficult to explain so ...
3 types of data exist: structured unstructured semi-structured Structured data: Until recently written by hand and kept in notebooks, this data is now stored electronically on spreadsheets and databases, and ...
Big data cannot be defined in terms of absolute volume, because it increases so quickly. It is easier to define using the 5 v’s (see below) Moore’s law (1965) The ...
What are some of the challenges, obstacles, and issues that we need to address in realizing this future? Steps in the development of an AI model: To create a model ...
Data is the plural of the Latin word: “datum” The term was first coined by the British cleric Henry Hammond in 1648 but at the time “heaps of data” was ...
Statistical methods in the past could only apply to structured data In the digital age, collection of data to analyze can concern the whole population and no longer needs to ...
In a publication of 2017, 2.5 exabytes (Eb) of data was generated everyday: 1 exabyte 1000 petabytes 1 petabyte is 1000 terabyte That number fits with the statement that more ...
The following article is from Foraus, the Swiss Think tank on Foreign Affairs. The introduction is here below and the full article as well as the webinar can be accessed ...
The deployment of artificial intelligence in healthcare and dermatology, holds significant promise and transformative potential. And harnessing patient data can help lead the way to precision medicine. It can ease ...
It sounds as an oxymoron question, but the matter of the fact is apart stern rejection from some and muted attitudes from others, there is not enough confidence in shaping ...
In medicine, unlike say, in food delivery to your door, the tech ethos of moving fast and breaking things carries real and significant risk. AI is moving faster and faster ...
Frequently, populations, patients and conditions are underrepresented or outright missing in the data. As you know algorithms suffer from a “black box” effect which makes solutions difficult to explain so ...
If we had the resources and ability to have an expert physician, be in-person with every single patient who needs us, but we just don’t. We have to innovate. We ...
What are some of the challenges, obstacles, and issues that we need to address in realizing this future? Steps in the development of an AI model: To create a model ...
It is also called deidentification and as the term suggests consist of removing all identifiable features and in dermatology this would consist of: removing names and other upstream data and ...
There is hope of being able to achieve a wider coverage thanks to systems such as electronic medical records (EMR): There is a need, however, to overcome silos which constitute ...
With all that scattered data, here are 3 techniques used to analyze the data. Note that Artificial Intelligence techniques such as Machine learning automate the process which would otherwise be ...
This term sounds nice and it gives the impression of some satellite wireless communication breezing in the air ! However truth is more prosaic and down to the earth: the ...
To fulfill the Conditions for an operational distributed file system [see Storing data: Hadoop Distributed File System (DFS)], the CAP rule applies. “ C”, “A”, “P” stands for: consistency (C): ...
This storage system stands for Not only SQL (structured query language). SQL queries cannot be used to access those databases. The goal is to fulfill the requirements of big data: ...
We have evolved over the last few years, that there is more literature regarding dermoscopy or inflammascopy in literature. And non-specific rashes, which could have been treated as insect bite ...
For practitioners in a clinical setting using dermoscopy for even rashes, diagnostic features shown in another article (Psoriasis, eczema) are obvious. Indeed, adding dermoscopy images into the teledermatology makes a ...
Once clinical photography is done dermoscopy images should be obtained particularly when the diagnosis is unknown. Practical things to take dermoscopy photographic imaging: Include some normal skin to contrast, at ...
Let’s look at a couple of workflows. These are platform agnostic workflows, meaning one can adapt or adopt them. First thing, make sure that your insurance covers the teledermatology practice. ...
