LRS Health Project
Powered by Machine Learning, IoT and Blockchain Technologies
LRS HEALTH
LRS Health is powered by Spiritual Machine DW Framework and GNU Health, it supports IoT and Blockchain technologies and the most widely used statistical, Machine Learning and Deep Learning algorithms to perform classification, regression, clustering and Topic Modeling...
Technologies & Features
Machine Learning
LRS Health supports the most widely used statistical and Machine Learning algorithms to perform classification, regression, Deep Learning, clustering and Topic Modeling... LRS Health also comes with NLU and MLPA powered by TensorFlow.
Machine learning uses:
-
Identifying Diseases and Diagnosis
-
Drug Discovery
-
Medical Imaging Diagnosis
-
Personalized treatments
-
Smart Health Records
-
Clinical Trial and Research
-
Better Radiotherapy
-
Epidemics Prediction
Internet of Things
LRS Health builds scalable and secure Healthcare IoT networks to collect, store and process telemetry data in a reliable way. LRS Health manages, monitors and controls millions of devices connected via industry standard protocols (CoAP, MQTT, HTTP).
IoT uses:
-
Remote patient monitoring
-
Glucose monitoring
-
Heart-rate monitoring
-
Hand hygiene monitoring
-
Depression and mood monitoring
-
Parkinson’s disease monitoring
-
Connected inhalers
-
Ingestible sensors
Blockchain Networks
LRS Health builds next-generation private scalable healthcare networks and brings security and immutability to healthcare institutions transactions. LRS Health enables healthcare institutions to transact directly and in strict privacy with one another using blockchain technology.
Blockchain uses:
-
Patient and providers identity validation
-
Medical records management
-
Drug supply chain tracking
-
Healthcare service payment management
-
Smart Contracts
-
Claims adjudication
-
Data Security
-
Tracking Clinical Trials
Health
Core package. Includes demographics, patients, evaluations, health centers, appointments, vaccinations, medicaments, health conditions, health professionals.
Accounting
Functionality for bookkeeping: Chart of Accounts, General Ledger, Invoice handling, cash journals etc.
Pediatrics
Main package for pediatrics (including neonatal information and pediatric psychosocial assessments).
Pediatric Growth Charts
Includes World Health Organization percentile and z-scores charts.
Gynecology & Obstetrics
Gynecology, obstetrics, perinatal and puerperium assessment and history.
Lifestyle
Physical exercise, diets, drug addictions, National Institute of Drug Abuse (NIDA) recreational drug database, Henningfield ratings, sexuality, risk factors, home safety, child safety.
Genetics
Person genetic information and family history. Includes 4200+ "disease genes" from the NCBI/GeneCards.
Genetics Uniprot
UniProt database on human protein natural variants and phenotypes.
Lab
Laboratory information management system[3] functionality.
Socioeconomics
Assessment and history of education, occupation, living conditions, hostile areas, child labor and prostitution, among others.
Inpatient
Hospitalization, bed, operating room management. Inpatient care and nursing plans.
Surgery
Pre-operation checklist, procedures, operating rooms, patient surgery history.
Services
Groups health related services for the patient. It also allows generating invoices and billing the selected services.
Calendar
CalDAV and WebDAV server. Manages appointments, hospitalizations, bed and other resources.
QR Codes
Includes QR codes for identification on persons, patients and lab orders.
History
Reports for patient demographics and medical history. Electronic Health Record EHR
M DG6
Millennium Development Goal 6: Functionality to fight malaria, tuberculosis and HIV/AIDS.
Reporting
Demographic, epidemiological and health center related information.
Nursing
Nursing functionality. Patient roundings, medication administration and procedures.
ICU
Basic intensive-care unit assessment, history and patient management.
Stock
Pharmacy and locations stock management. Automatic stock moves generation on medical procedures.
NTD
Base module to cover neglected tropical diseases.
NTD Chagas
NTD submodule for vector control, diagnosis, and management of chagas disease.
NTD Dengue
NTD submodule for vector control, diagnosis, and management of dengue fever.
Imaging
Diagnostic Imaging orders management functionality.
Orthanc
Module for integration with Orthanc PACS Server
ICP M
WHO International Classification of Procedures in Medicine.
Crypto
Support for document digest/record integrity check with hash functions; digital signatures and GNU Privacy Guard plugin.
Archives
Functionality to track legacy or paper-based patient health records.
Ophthalmology
Basic ophthalmology and optometry functionality.
Functioning and Disability
Based on WHO International Classification of Functioning, Disability and Health and Laos Center of Medical Rehabilitation.
ICD9 Vol 3
WHO ICD-9-CM Volume 3 procedure codes.
ICD10 PCS
WHO ICD-10 classification and ICD10 Procedure Coding System extension
Insurance
Insurance and pricelists on services and products management.
EMS
Ambulance and Emergency Management System.
Contact Tracing
Assessment, identification and followup of people who may have come into contact with an infected individual.
