[scikit-learn] [ANN] The covid-ht project

[Matemática A3K]

>From https://covid-ht.herokuapp.com/about:

According to Dr. Eugenia Barrientos[1], an ongoing viral infection can be
detected from the results of an hemogram test, and, given the current
COVID19 pandemic, all viral infections with cold and flu symptoms should be
treated as COVID19 cases.

The inference from the hemogram test results is done based on the knowledge
and experience of the Health Professional.

If that process could be automatized and widely available, the detection
toolkit of Health Professionals will be improved.

In many places (i.e. Perú) where specific COVID19 testing is not widely
available - saturated hospitals, not affordable or unavailable - hemogram
blood testing is in the opposite: affordable and in widely distributed
facilities.

If a viral infection classifier with an adequate accuracy through hemograms
can be built and made publicly available, all Health Professionals with a
smart-phone and Internet access could classify any hemogram with the same
accuracy as top-level experts on the matter.

Early detection is deemed to be the greatest success factor in COVID19
treatments.

This project aims to provide a tool to efficiently build and manage that
classifier and make it effectively available for widespread use in order to
improve detection and increase the use efficiency of specific testing of
COVID19.

This tool is totally transparent: you may audit it entirely to fully
understand how it works, what it provides and its limitations. It is
distributed under the GNU LGPLv3 license.

Improvements in early detection should increase successful treatments,
potentially saving lives.

Better resource efficiency can also be achieved with the tool, i.e. only
use expensive specific COVID19 testing for recovery after the hemogram does
not indicate infection.

The tool is not a replacement of Health Professionals.

Any diagnostic and treatment should be decided by a Health Professional
with the patient. If you are an individual with a recent hemogram result,
the tool may indicate to take preemptive care and seek a Health
Professional.

Also, don't blame the knife providers: This program is distributed in the
hope that it will be useful, but WITHOUT ANY WARRANTY; without even the
implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. IN
NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR
OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE
USE OR OTHER DEALINGS IN THE SOFTWARE.

Everybody is welcome to join the community for building it and use it:
covid-ht+subscribe at googlegroups.com and https://github.com/math-a3k/covid-ht
.

Made with love for all humans of the world.

[1] https://youtu.be/ZO6EaAz465Y?t=570
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