Cryptoworld: SKYCHAIN-The future of artificial intelligence in healthcare!

Introduction Skychain

Blockchain infrastructure aimed to host, train and use artificial intelligence (AI) in healthcare.

Skychain intends to provide an infrastructure to radically increase the efficiency of healthcare AI development and training. It will make diagnostic AI systems far more accessible and affordable for the consumer by using blockchain technologies to facilitate safe transactions between the key parties.

Skychain is unique. The project is based on the revolutionary approach of using smart contracts to bring together many healthcare big data providers whose data is vital for AI training, thousands of independent AI developers, computational resource providers (crypto miners), and millions of consumers.

Medical errors are the third leading cause of death. For example, when doctors analyze X-ray lung images, they fail to diagnose early lung cancer in 69 percent of cases! There are many hundreds of examples like that in healthcare. But artificial intelligence can dramatically reduce the number of such errors!

IBM estimates the artificial intelligence market in the healthcare sector to reach $200 billion in a few years. Skychain’s goal is to control more than 70% of that market!

What is Skychain ???

Skychain is the next leader in the healthcare AI market!

Mission Skychain

The mission of Skychain is to save 10 million patients from premature death due to medical errors within 10 years.

GOAL

The goal of our team is to collect at least $10-30 million for project development. This sum will be enough to finish all the developments and connect all market participants (medical data providers, developers of neural networks, doctors) into a single so-called “ecosystem”, based on the Skychain’s infrastructure. All the funds, raised above $10 million mark will be used to dominate the market in order to attract the maximum number of participants as soon as possible, and thus give no chance to possible competitors.

Structure of Skychain modules

The Skychain project consists of several interconnected modules:

 SkyUI - Module for conducting an interactive dialogue with a doctor or patient

o The dialogue is conducted in an interactive form. Besides text information, this module can download images and graphic files with medical test results (MRI, CT, X-ray,Histology, Endoscopy, etc.).

o The module also recognizes test results in a form of structured documents..

 SkyEngine – Core of the artificial neural network

o It analyzes all information about the patient and gives a diagnosis or a list of possible diagnoses and a list of medical tests and studies required for an accurate diagnosis.

o It is a set of trained ANNs. The input neural network classifies all the information received, determining areas for a detailed analysis.

o Then, the input neural network sends all patient information to specialized ANNs checking for presence/absence of certain diagnoses or problems.

o In case of severe diseases, specialized ANNs will perform differential diagnostics of diseases and confirm/reject diseases that threaten the life and health of a patient.

 SkyLearningZone - Closed area for neural networks training

o This is the data marketplace where medical data providers can provide their datasets as a service for the training of third-party neural networks.

o Trained neural networks on the supplier data sets can only be used within Skychain, so the date set providers will receive a guaranteed share of revenue from all neural networks trained based on their data;

o One neural network can be trained using several datasets of a single medical area thereby achieving high depth and accuracy.

o Neural networks, which were trained in SkyLearningZone, cannot leave this zone and their authors won't be able to copy their neural networks, but can only provide paid access to their functions. This ensures that the owner of the data will receive royalty from all neural networks trained on the basis of his data. And also guarantees the preservation of the value of the data of the supplier.

o When training neural networks in SkyLearningZone, the structure and code of the neural network also cannot be downloaded from SkyLearningZone, so the author of the neural network guarantees the safety of its own developments and know-how.

o All the neural networks trained in SkyLearningZone are automatically ranked because In addition to training, the neural networks are tested and their accuracy and quality are automatically determined.

 SkyConstructor

o An interactive environment for building and training ANNs. An ANN’s author builds a structure of an ANN in a visual editor and selects its learning mechanism.

o The module also provides ready-made patterns of ANNs for fast building a neural network.

o An ANN’s author creates a description of the neural network and uploads it to Skychain paying a reward to the system (miners) for adding his neural network to the blockchain.

 SkyTherapist – Module for creating treatment protocols

o A specialized module consisting of a database of scientific researches and recommendations, trained on patient records by a neural network.

o The module generates the most effective treatment protocol according to the patient diagnosis, test results and general information (growth, age, vest, drug tolerance,medical history, etc.).

 SkyMobile - A mobile application that allows patients to get independent service by using Skychain on their own. Tasks solved at the first stage include:

o Diagnosis of melanoma, according to a photo from a mobile phone;

o Analysis of symptoms of a patient who does not require emergency hospitalization,prescribing medicines that do not require a prescription;

o Detection of risks and threats to the patient’s health and a recommendation to contact the nearest doctor if detected.

Skychain Architecture

Blockchain network

The central element of the Skychain ecosystem is the Blockchain network providing interaction between network participants. A block, which size is limited to 10 MB, includes confirmation of the execution of the following operations (transactions):

 Skychain Global Coin transactions

 Requests for an inference using a neural network

 Requests for neural network training

 Publishing inference results

 Publishing a new neural network in the register (1 per block)

 Changing a neural network’s owner (10 per block)

 Updating a neural network (10 per block)

Problems in the field of medicine

Hundreds of thousands of misdiagnosed patients die every year in the US and the EU alone. Economic costs arising from complications caused by misappropriation of medicines are more than $ 100 billion a year.

The main causes of incorrect diagnoses are:

 Narrow view of doctors on the problem, doctors specialize in individual organs or body systems and often do not see the picture as a whole;

 Lack of experience and gaps in the knowledge of doctors often result in their inability to diagnose rare diseases;

 Not enough time for the analysis of anamnesis due to high utilization of methods and a lot of time spent on documentation;

 Difficulty of determining a disease according to X-ray, CT, MRI, histological tests at a nonstandard course of a disease, as well as high dependence on the subjective experience of a doctor.come in join Bounty Hive please visit https://bountyhive.io/join/SKYCHAIN

KEY PROBLEMS WE SOLVE

The current situation in the market of medical neural networks can be described as the initial stage of the emergence of the market. Its current issues are as follows:

It is difficult for laboratories and creators of neural networks to provide access to their developments to end users (doctors). There is no unified infrastructure. Skychain will become an analogue of AppStore for them. Using it, any doctor can quickly use the neural network of interest.

The common problem for most of the developers is accessing medical data for training of their neural networks. Skychain will provide a special function of hosting of medical datasets in a closed-loop system, and the ability to teach third-party neural networks, using these datasets. The datasets will be kept in safety and remain the property of their owners, as well as the neural networks. It also guarantees the receipt of a fee for each use of the neural network both for developers and for the providers of datasets, which were used for training of neural networks. Large corporations, such as IBM, are not able to independently train thousands of neural networks needed to fully cover all areas of medical diagnostics. Skychain will contain thousands or even tens of thousands of highly specialized neural networks created by independent laboratories and corporations.

The market of neural networks is constrained by the high cost of equipment suitable for effective machine learning, and the complexity of the design and training tools. Skychain will provide a convenient tool for neural networks development and the possibility of their inexpensive and fast learning with the help of the distributed computing resources of Skychain members. The total computing power of Skychain will exceed the data centers of any large corporations.

Distribution of tokens at the ICO

A total of 36 000 000 Skychain tokens will be issued.

 Up to 30,000,000 tokens will be sold during pre-ICO and ICO

o + 10% of the total tokens sold will be transferred to the project team, without the possibility of

o selling tokens within 12 months

o + 10% of the total tokens sold will be transferred to early investors, bounty program participants, project advisors and partners

 All unsold tokens will be destroyed.

1. Presale (pre-ICO) (December 2017)

a) From 400 000 to 2 000 000 SCH tokens will be sold (1SCH = 0.5$)

2. ICO (February 2018)

a) Up to 30 000 000 SCH tokens will be sold (1 SCH = 1$), including tokens which was sold at Pre-ICO. .

b) Unsold tokens will be destroyed.

c) The fundraising plan is from $10 to 30 million dollars

TOKEN SALE

Skychain project is based on existing approaches and technologies, and all the legal and regulatory issues have been worked out. So hopefully all Skychain token buyers will make a nice profit when the project is implemented.

PRE-SALE

Start Date: 18 December 2017 (00:00 CET)

End Date: 07 January 2018 (23:59 CET)

TOKEN SALE

Start Date: 26 February 2018 (00:00 CET)

End Date: 31 March 2018 (23:59 CET)

Token distribution to the provided ETH address inside the SKYCHAIN Token Sale Client Area within 10 days of the Token Sale closing date.

The distribution ends officially on April 8th 2018. All unsold tokens will be burned.Visit more information https://skychain.global/

10 REASONS TO BUY SKYCHAIN TOKENS RIGHT NOW

1. Skychain doesn’t have any direct competitors!

Skychain is focused on healthcare. The project is based on a unique approach!

2. Great prospects

Artificial intelligence has great prospects. Most experts believe that healthcare is the hottest application area for AI, and that the healthcare AI market will be the largest one among all the AI markets. Skychain has every chance to take a dominant position in the global healthcare AI market, which is estimated to reach several hundred billion dollars a year.

3. A working prototype has been demonstrated

The project team has developed a prototype system and published its source code on GitHub. It has also posted a video demonstrating the systems operation.

4. The product has shown excellent results

The first successful test of healthcare AI in Russia was conducted based on the Skychain prototype system. A few neural networks hosted on Skychain diagnosed melanoma, breast cancer, and heart disease more accurately than flesh-and-blood doctors did!

5. Extensive partner network

We have signed agreements with many partners all over the world, including health facilities and IT companies.

6. Great mission

If you buy Skychain tokens, you can both make a profit and help the progress in medical diagnostics. Our mission is to save tens of millions of people from premature death due to medical errors.

7. A well-thought-out token model

The total amount issued is 36,000,000 tokens, but only 30,000,000 tokens will be available for sale; the rest is intended for the project team and the partners. Any unsold tokens will be burned. The tokens held by the project team (10 percent of the total amount sold) will be locked up for 2 years. Later all the tokens will be converted into Skychain’s own crypto currency, Skychain Global Coin, which is based on the proof-of-stake concept. No more coins will be issued in the future. Adding more masternodes will cost their operators 100,000 tokens. The tokens will be listed on crypto exchanges in April 2018, so that more interested parties can buy them. A well-thought-out token model suggests high demand for Skychain tokens in the future.

8. Strong project team

The founder of Skychain is a successful IT business operator. The key advisor is an expert on artificial intelligence who has already founded a number of successful companies. The prototype system development was funded by the Skychain project founder Gennady Popov. Skychain didn’t have any closed fundraising rounds, and no market players have been able to buy Skychain tokens below market value. There were 900 investors at the pre-ICO stage; Skychain didnt attract any major investors. Most investors buy Skychain tokens with a view to make a profit in the long run.

9. Perfect opportunity to use blockchain to solve real life problems

It’s a perfect opportunity to use blockchain to dramatically improve the efficiency of businesses operating in the healthcare AI market. The project is based on the revolutionary approach of using smart contracts to bring together many healthcare big data providers whose data is vital for AI training, thousands of independent AI developers, computational resource providers (crypto miners), and millions of consumers.

10. We aim for success!

The project team intends to succeed in the long run. Skychain is a project with a multi-billion dollar potential, and we will do our best to realize it!Visit https://skychain.global/wp-content/uploads/2018/01/wp.pdf more information.

Road map