PATENT
TITLE OF THE INVENTION: System and approach based on IoT, ML, and AI to manage healthcare data effectively.
Rarely used for solving discrete problems like JSSP, the standard
particle optimization algorithm is best suited to continuous optimization
problems (Job Shop Scheduling Problem). Similar PSO algorithm for
JSSP was presented by Z. Lian, B. Jiao, and X. Gu (2006). It is well
known that the job-shop scheduling problem (JSSP), a subset of the
production scheduling problem, is NP-hard. Numerous methods have
been used on JSSP, yielding plentiful results. Even when kept to a
manageable size, some JSSP cannot be solved optimally. Through
computational experiments comparing the SPSO algorithm with
standard GA, the authors found that the SPSOA is demonstrably more
effective than standard GA for JSSP to minimise make span on three
representative (Taillard) instances.
From "A cross-platform model for secure Electronic Health Record
communication," by Pekka Ruotsalainen (2004).
To gain access to these dispersed EHRs, a more secure cross-platform
communication and networking infrastructure is proposed. Method and
apparatus for health and disease management integrating patient data
monitoring with wireless internet connectivity, Roger J. Quy (2005).
The WWD sends the health information to a server via the internet,
using the usual protocols. A medical professional or doctor reviews the
calculated response time from the server. The user and the server
engage in conversation as the server sends a reply to the WWD, to
which the user may respond.
In "System and method for administration of online healthcare," by
Avner Amir and Avner Man (2006 a). The CMCP directs the end-unit
device to take a patient's history, make a diagnosis, and administer
treatment while also recording data for later clinical analysis. The
organisation of patient health records is simplified with this software.
In their paper "Personal Health Records: Definitions, Benefits, and
Strategies for Overcoming Barriers to Adoption," authored by Paul
C.Tang, Joan S. Ash, David W. Bates, J. Marc overhage, and Daniel
Z.Sands (2006 b), the authors investigate PHR (personal health record)
systems for patients. Information about the patient is stored on them,
and the information is combined with patient knowledge and software
tools to make medical record management easier.
A computer-based system for recording, storing, accessing, and
retrieving clinical documentation in the setting in which care is provided
is what is meant by the term "Clinical documentation system for use
by multiple caregivers," as defined by Christopher Alban and
KhiangSeow (2007). Clinical patient notes are stored in a centralised
electronic database with multiple read/write access points via user
interface running on one or more client computers in real-time
communication with the repository.
The Invention's Main Purpose
Providing an Internet of Things (IoT) based healthcare management
information system and method thereof is one of the goals of the
present invention. The present invention facilitates a simple method of
data storage and retrieval. Keeping patients' medical histories in one
place for the duration of their care is thus a goal of the invention.
Further disclosure will be made with regard to these and other objects
and characteristics of the present invention in the detailed description
given below.
Summary of the invention
Because of this, the CMCP directs the end-unit device to take a patient's
history, make a diagnosis, and administer treatment while also
recording data for later clinical analysis. The organisation of patient
health records is simplified with this software. In their talk titled
"Personal Health Records: Definitions, Benefits, and Strategies for
Overcoming Barriers to Adoption," researchers Paul C.Tang, Joan S.
Ash, David W. Bates, J. Marc overhage, and Daniel Z.Sands discuss
PHR (personal health record) systems for individuals. Information
about the patient is stored on them, and the information is combined
with patient knowledge and software tools to make medical record
management easier. A computer-based system for recording, storing,
accessing, and retrieving clinical documentation in the setting in which
care is provided; this is how Christopher Alban and KhiangSeow define
a "Clinical documentation system for use by multiple caregivers."
Clinical patient notes are stored in a centralised electronic database
with multiple read/write access points via user interface running on one
or more client computers in real-time communication with the
repository.
Brief description of drawing
Detailed explanations of the invention are provided below with respect
to the accompanying figures.
• Fig. 1: System Architectural Diagram
• The Healthcare Management Information Systems ER-Diagram
is depicted in Figure 2.
• Illustration of an ER-diagram for a healthcare management
information system's user workflow
• Figure 4: ER-Diagram Representing the Healthcare Management
Information Systems Data Owner Process
• Figure 5 shows an example of an ER-diagram for a healthcare
management information system hosted in the cloud.
First illustration from sheet 1 To better understand how the above-
mentioned benefits and other objects of the invention are achieved,
reference will be made to the accompanying drawings, which provide
a more detailed description of the invention. It is understood that the
drawings accompanying this description depict only a typical
embodiment of the invention and are not to be construed as limiting of
the invention's scope in any way, but rather serve to add clarity and
specificity to the description.
Detailed description of the invention
Network architecture is used in the system to store information in the
cloud. Data owner, cloud storage, cloud service provider, and cloud
user are just some of the entities involved. The report's or data's owner
encodes some keywords about it, and the service provider helps the
owner retrieve the data using the keywords and keep it safe from
prying eyes. A cloud server controls the operation of a cloud service
provider. A user is a thing that uses the cloud to keep their data safe
and run their computations because they have huge data files that
need to be stored and analysed efficiently there. Customers can be
individuals or businesses.
Those who process and request conditions with a cloud server and are
granted permission to functionalize the process are given the
necessary legal permissions to do so. It allows the user to: upload,
retrieve, revoke sharing, and download. The AES algorithm is used by
the system (Advance Encryption Standard).
It is a fast software and hardware process because it is based on a
design standard called a substitution permutation system, which has
the combination of both substitution and permutation functions (Data
Encryption Standard).
PHR, Patient, Registration, Hospital, Tests, Identities, Reports, and
Treatment are just some of the entities involved in the interaction
representation for PHR Systems. There are multiple attributes for each
entity, and the relationships between them flow fluidly. The In-Patient
Medical Module is stored in a hospital or other institution, and it
contains the Patient ID, Patient name, and Membership Date from
which treatment was initiated. They perform diagnostic procedures for
a wide range of medical conditions and surgical issues, and then supply
patients with the necessary medication and prescriptions.
Name, birth date, age, gender, residence, telephone number,
electronic mail address, and blood type are just some of the details
that are recorded in a patient's or user's PHR. PHR also keeps track of
a variety of Identities, like stats like height, weight, and other issues.
Data encryption prior to outsourcing is a practical and promising
strategy. The contents of a protected health record (PHR) file should
be kept secret from anyone who does not have access to the file's
corresponding decryption key. The user, the legal and illegal user, the
task, the function, the initiate, the upload, the retrieve, and the share
relationships are just a few of the entities and relationships that make
up the interaction representation for the user.
One and the same user could be either legal or illegal. The PHR
system's legal user is the only one who can perform any action required
by the system. Once the data owner has defined the level of user, the
legal user must initiate the levels. The system allows for multiple
groups to be defined, and after login, each group receives its own
unique key for use in the system's encryption and decryption functions.
The second step, uploading, can be performed by any user with cloud
access. The information being tracked and analysed by the data owner,
who may be a doctor or healthcare provider at an organisation that
outsources patient reports. The patient is aided by the ability to gain
access to their medical records from any location at any time.
After the data was uploaded, encryption was applied to protect it from
harm. The next step is to extract or retrieve the information that was
outsourced. Health records are available for users to view and analyse.
Outsourced information is protected from view by anyone who is not
specifically granted access to it. One of the main advantages of the
Retrieval process is that no conversion tool is required in order to view
and analyse the data. As a final step, the process of sharing health
data with a care provider or institution is carried out. When a patient's
records are saved to the cloud in the MYPHR format, anyone with
permission can access them. The institution or organisation in charge
of a particular MYPHR machine's procedure may be considered the data
owner. Access, Storage, Revocation, Permission Granting, Updates and
Reworks, Verification of Authenticity, Connection, User Information,
Files, and Size are just some of the Entities and Attributes that belong
to the Data Owner.
In spite of this authorization, widespread privacy concerns have been
raised about the potential disclosure of sensitive health information to
unintended third-party servers. Encrypting PHRs before outsourcing is
a promising method of ensuring patients retain authority over their
personal health information. Don't forget to give equal attention to the
difficult and complex key management issues. The PHR framework can
accommodate multiple PHR sharing application types at once with
minimal key management overhead for system administrators and end
users. As part of the cancellation process, old user information is
deleted and replaced with the new one, and any associated functions
are rewritten.
When we're done, we log out and the system generates a new key,
protecting us from unauthorised access. Generate key, File handling,
Group level, store data, encrypt file, specify file size, data owner
permission, issue different keys, revoke, and convert are just some of
the entities and attributes available in MYPHR machine, which is a cloud
server. The user's data is stored on an MCloud Storage Server (CSS),
an object managed by a Cloud Service Provider (CSP) with access to
extensive computational resources. To generate the key and issue
unique keys for each level or user who has been initiated, the data
owner's permission is required. Somebody is managing files, saving
them, and encrypting them. When all other authority functions have
concluded, revocation can be carried out.
We Claims,
1. The proposed cloud computing architecture in this IoT-based
healthcare data management information system and method
thereof not only allows for greater efficiency in the use of shared
resources, but also makes it simple to store and retrieve data. In
order to keep track of a patient's medical history for as long as
possible, PHRs are created.
2. The Automated Patient Identifier and Patient Care System is a
Claims 1 system that uses the CPT manager concept to
accurately tally the number of in-hospital patients.
3. The system described in Claim 1 utilises a cloud storage gateway,
web service application programming interface, or cloud
computer service to gain access to cloud storage. As a
centralised, cloud-based workspace, cloud functionality is simple
to share. System efficiency and density may both see boosts in
the cloud's virtual environment.
4. In Claim 1's system, users have access to vast amounts of
storage space in the cloud. Users can also share data stored in
the cloud, provided they have permission to do so from the data's
owners.
ABSTRACT
By providing a means of key generation for cloud users, this invention
solves the problem of data outsourcing in the cloud. In addition to
maximising the efficiency of shared resources, cloud computing
simplifies data storage and retrieval. In order to keep track of a
patient's medical history for as long as possible, PHRs are created.
Based on the idea of a Current Procedure Terminology (CPT) manager,
the Automated Patient Identifier and Patient Care System is made to
keep track of the number of in-patients. A cloud storage gateway, web
service application programming interface, or cloud computer service
are the entry points into a cloud storage environment. As a centralised,
cloud-based workspace, cloud functionality is simple to share. System
efficiency and density may both see boosts in the cloud's virtual
environment.