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How Decentralized AI and Machine Learning Can Change Medicine
An expert system is an advanced computer system. It is used to perform tasks that otherwise will not be performed using only human intelligence. We are talking about tasks such as speech recognition, translations between languages, visual perception or decision-making, etc.
Artificial intelligence (AI) utilizes algorithms to carry out prediction-related tasks without configuration. Instead of being formerly specified, they gain information along the way.
AI has various levels which begin with:
- Supervised and unsupervised knowing
- Deep learning etc.
Both of these levels require huge data and creates functional and relatable information from the associations with accuracy and speed. This speed, when compared with human speed is much faster and free of errors.
How Does This Apply To Medicine?
There are projects like Neuron that develops products in Beta. These products allow users to train AI and use it in the best manner possible.
Ongoing Module with Computer Vision
The Selfie2BMI is a top-notch module that offers the physical stats of an individual with just a selfie. It uses optimization methods and Deep Neural Networks to predict a wide range of structural functions such as the height, weight, age, gender and BMI from just the selfie.
Blood Test Decoder
Another great initiative by Neuron, this will offer representatives who will boost one’s experience post-blood test. It will also take in any concern the user has about the blood test outcomes. The responses will be customized based on the individual’s age, gender, and any genetic conditions, etc.
Genomics Test Decoder
This will serve as a conversational representative to provide knowledge and counseling about hereditary concerns. It will request users to fill in some basic instructional questions and deliver responses.
Medicine Decoder
A trained module on prescription dosages, standards, expiration, and adverse effects can respond to customized needs.
What Does It Mean For The Medicine Industry?
Medical experiences will become more user-tailored and interactive. AI deals with numerous conditions, allowing the user the chance to take control of their health.
The Integral Burden
AI-powered solutions will make finding and gathering of medical information easier. Many patients don’t know how to access their medical history on computers. They don’t know where to begin from and thus, feel helpless when it comes to taking care of themselves. Their only hope remains general physicians and doctors who charge fees.
With AI taking charge, integration and collection of data will become stress-free both for the patient and the doctor. Moreover, AI can develop algorithms that can offer custom suggestions about diets, exercises, and prescriptions.
Unbiased and Organic Data
Blockchain allows a triple-entry accounting system enabling tracking and confirmation of data sources. This leads to terrific forecasting with auditing abilities to track the source of data and do information forensics and other procedures.
To ensure unbiased data, blockchain innovation allows the production of safe healthcare for its users. For instance, data received from randomized trials are often full of predisposition. The highly discriminating test nature methodically disfavors seniors, women and also patients with additional medical conditions.
Privacy Concerns
Many people feel hesitant about sharing their personal information online –because strangers are always lurking. Decentralized data will be time-stamped cryptographically making it immutable.
What Is SegWit2x?
Everyone has already heard about such a concept as SegWit2x and that in the coming months, bitcoins are waiting for dramatic changes. Let’s try to figure out what SegWit2x is, what will happen to Bitcoin in the coming months and whether it is worth selling Bitcoin now. It is such a technology as SegWit2x that is designed to resolve all these issues, to make Bitcoin again fast, profitable and fresh. Without going into complex technical terms, SegWit2x is what should give Bitcoin a new breath, move it to even greater popularization and new heights in value.
If we go back a few years ago, when it only became known about Bitcoin, and he was not so interested in serious investors, even 640 KB was quite enough. However, from year to year, the popularity of cryptocurrency increased, as a result of which there was a need for the emergence of a new unit, allowing transactions of 1 MB in 10 minutes. But this over time turned out to be little, and the sharp influx of people interested in Bitcoin demanded an increase in the speed of transactions.
The load on the system has increased so much that most transactions began to hang, and the technology SEgwit2x was designed to solve this problem. At the same time, it would not only allow to increase the number of transactions processed per unit of time but also protect against certain types of attacks, increase the overall efficiency of calculations and make cryptocurrency not only financially attractive but also very convenient.
Unlike the previous SegWit
Unlike the previous SegWit technology, which left the base unit size limit unchanged while moving a certain piece of information into a special additional unit, the SegWit2x technology also provides for an increase in the size of the main unit. Proponents of the latest technology offered to gradually increase the limits, and if by August 2017 it should have been 2 MB, in September it should double to 4.19 MB, then as of August 2019, it should already be almost 16.8 MB.
Who supports Segwit2x, and who opposes its implementation?
It is worth saying that all supporters and opponents of the new technology, first of all, are guided by their own interests, and not the interests of the crypto community in general. So, for the early implementation of SEgwit2x, large mining pools, well-known startups (Blockchain, BitPay and Coinbase), as well as developer Gavin Andresen from Bitcoin Core, who is no longer working in the company, have already spoken for Among the opponents of this plan are cryptocurrency exchangers, some node operators and Bitcoin Core developers, whose duties include software technical support.
What is the future of Bitcoin
What is the future of Bitcoin after the introduction of SEgwit2x, which will take place on November 14th? It is quite difficult to say unequivocally, because some market participants who support the introduction of this technology claim that this will further stimulate the already considerable bitcoin rate, which has already managed to overcome the $ 7,000 mark for one cue ball, while other experts say that technology can create serious pressure on Bitcoin quotes and lead to solid problems, up to the total split of the crypto community. And how everything will be in reality, time will tell.
As for market experts, they do not recommend users to rush into selling bitcoins. So, Michael Vogel predicted cryptocurrency “a long and bright future,” saying that he will continue to be a supporter of bitcoins. He agrees with his opinion, and the expert Alexander Matanovich, urging the owners of bitcoins not to panic and keep bitcoins on offline wallets.
How To Read Cryptocurrency Price Indexes
We tell what a cryptocurrency price index is, how it differs from the traditional index of the stock market, what information can be learned from it and where the data for it come from. A cryptocurrency price index is a website or platform that provides data on prices and capitalization of various cryptocurrencies.
Popular examples: CoinMarketCap, WorldCoinIndex and CryptoCompare. Most people come here for information about current prices of various cryptocurrencies, but there is also plenty of information for comparison and monitoring of various cryptocurrency assets. However, mostly authoritative cryptocurrency indexes track most of the existing coins, so with their help, it is convenient to monitor the state of the market – no need to manually compile the data of hundreds of individual exchangers.
How does a cryptocurrency index differ from a traditional stock market index?
The principle is the same: both provide an opportunity to assess the financial condition of the industry. It is clear that the traditional stock market indexes show information on the prices of stocks of companies, and cryptocurrency – on the prices of cryptocurrency assets. There is another difference: cryptocurrency indexes usually include most of the available tokens, and traditional ones are limited to, say, a certain sector of the economy or companies of a certain size. Thus, a cryptocurrency index is, first of all, a tool that helps an investor to assess the state of the entire market.
What information can be found in the cryptocurrency index?
As a rule, the current market price of the respective currencies is available, the market capitalization, that is, the current price multiplied by the number of tokens in circulation, and the daily trading volume of a particular coin. You can also click on the name of the coin to go to more detailed information. This may be the number of tokens in circulation and the maximum possible supply of tokens for a given cryptocurrency, a schedule of price changes over time, and a list of all exchanges where this coin can be bought or sold.
All provide such information, but each platform has its own characteristics – depending on the target audience. For example, if a particular index is aimed at day traders, it can also display the highest and lowest price of a coin in the last 24 hours. If the platform is more focused on the needs of long-term investors, the mechanism of the token may be described in more detail, for example, is the proof of work performance (PoW) or proof of the existence of a rate (PoS) used, and also what is it intended for: transfer of funds or tokenization assets.
Where do the data come from?
The most common data sources are cryptocurrency exchanges. Most trading operations are performed on exchanges. Here, depending on how much traders agree, the purchase and sale price is set, therefore stock prices are the most accurate measure of the market value of a coin and the best place to collect data.
Prices may vary slightly from exchanger to exchanger and depend on the specific market, so cryptocurrency indexes usually collect data from several exchanges. In order to understand from which exchanges the index takes the data, you can go to the “Markets” section, after selecting a particular coin. Here will be listed the exchanges on which the coin is traded, and from which the index takes information. A widespread coin like Bitcoin (Bitcoin) is usually traded at several hundred sites, and some IOTA (IOTA / USD) – while being relatively popular – at only 30.
India currently has the seventh-largest economy globally. Boasting an estimated demographic of 1.34 billion people, it is a fast-growing economy despite having a GDP of 5.7% in the 2nd quarter this year. According to the World Economic Forum, it will become the 2nd largest economy by 2050 with China in the frontline.
In 2016, under the ruling of Narendra Singh Modi, the country demonetized two of its most popular bank notes. The two notes accounted for 86% of the money circulation in India. This was no less than a punishment for tax evaders and made individuals with heaps of black money to return them to the bank before transferring them elsewhere.
Despite being a strategic move to make India adopt digital transactions and limit wealthy tax evaders from paying taxes, it was the typical Indian population that suffered the most.
The plan resulted in a significant money crunch and led to thousands of people standing in queues to return the demonized notes.
But the bright side was the sudden increase in digital transactions as reported by the World Economic Forum. The demonetization allowed the government to keep track of all the cash flow.
Future of blockchain in India
Even today, cryptocurrency transactions and exchanges aren’t a popular means of money transfer in India.
Only 0.5% of people indulge in Bitcoin. In September 2018, The Reserve Bank of India proposed plans to launch a new platform for Blockchain. If this becomes a reality, we can expect increased tax payments and move towards a cashless economy.
Can a Cashless Economy and Blockchain Converge?
It can, but there are a few obstacles and limitations. The Indian government will need to develop lasting solutions for issues like monetary addition, setup costs, transactions times and expenses.
Although minute, there is still a fraction of the population that doesn’t like to associate themselves with financial institutions of any kind. In order to promote cashless economy stance, these people will have to create checking accounts. But if blockchain proposals do succeed, there will be no need for financial institutions to intervene.
What about the Transaction and Other Costs?
Transactions costs are currently high in India. To set up a card-swiping terminal, a merchant has to invest anywhere from $61.5 to $123. This may not seem inconvenient for big merchants running big stores but can be a little demanding for someone who runs a smaller business. Not to forget, it is these small business owners who are really taking the economy of India forward. This is another reason why the country still chooses to pay via cash rather than with digital currency. The expenses are higher.
Will Blockchain Reduce Transaction Times?
It can.
In order to go cashless completely, the economy will have to focus their efforts on reducing waiting times between a processed transaction and an accessible one. This will, of course, encourage people to opt for digitalized currencies.
BitIndia is a blockchain project that aims to support the proliferation of digital transactions. Its long-term vision is to help a typical Indian embrace digital currency while reducing transaction times, transaction fees and the need for intervention from financial institutions.