Sentiment Analysis Based Patient Record Management Software

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Added on  2023/06/03

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AI Summary
This project details the development of a Patient Record Management and History Software designed to assist hospital administration by efficiently tracking patients, both admitted and at home. Built using Java programming language and a MySQL database, the software incorporates sentiment analysis to enhance its functionality. The introduction highlights the increasing digitalization of patient records for faster retrieval, leading to improved hospital functionality and patient care through automation and unique patient IDs. The project emphasizes the use of SMART requirements for software development, ensuring the software is specific, measurable, attainable, realistic, and timely. Lexical analysis is employed for content analysis, particularly for text-based data. The results section mentions the collection of data from Twitter using relevant keywords to understand public sentiment related to patients and medical topics. The conclusion underscores the software's contribution to efficient data management, reduced paperwork, and improved accuracy in hospital operations.
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Patient Record Management and History Software Using Sentiment Analysis
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Contents
Introduction...............................................................................................................................................2
Background............................................................................................................................................2
Literature Review......................................................................................................................................2
Impact of the information systems patients’ medical records............................................................2
Established Platforms/Sources of Information....................................................................................3
Existing Predictive Models that can be used to Structure the Software............................................3
Requirements.............................................................................................................................................3
Technical Documentation.........................................................................................................................4
Implementation........................................................................................................................................13
Lexical Analysis...................................................................................................................................13
Results......................................................................................................................................................13
Conclusion................................................................................................................................................13
References................................................................................................................................................13
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Introduction
Background
A patient Record Management and History Software is a PC programming which has been
created to help the administration in the healing center. It helps the stuff to track their patient
who are either conceded or even at their homes. It enables specialists to get a simple access of
the patient records that empowers them to save money on time. The Patient Record Management
and History Software has been created utilizing java programming dialect and MySQL database
to empower a smooth operational in the healing facility, (Boonstra & Broekhuis 2010). The
assessment investigation has likewise been coordinated in the framework to guarantee a decent
result is come to.
Literature Review
Its is worthy noting that the current generation of human beings is the generation that has been
fitted with information technological gadgets and system. In hospitals too, data of the patients in
the hospitals are also going digital as they are stored in the database for easy and faster retrieval.
The core reason as to why most of the information are going digital majorly because the current
innovation and technology is keenly based on the information and data storage. Relating to most
of the medical institutions, most of the work done in the institutions were initially manual but for
the easy access of the patience previous and current records of information, patients medical
record management systems were put into practice, (Miller & Sim 2014).
Impact of the information systems patients’ medical records
Since the introduction of the patients medical record system, most of the functionality of the
hospitals have been automated hence making the overall work in the hospital scheme very easy
and faster. Through this particular system, patients have been able to be attended to very quickly
and conveniently. This is because once the details of the patient has been entered in the
reception, this will reflect at every point in the hospital where the patient will be taken. This has
reduced repetition of data and easy data retrieval since the patient is given a unique ID which
will be used to identify him or her all over the hospital.
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Established Platforms/Sources of Information
This particular section gives out that data can easily be used for the prediction of the current
patient medical history. Though for this to be real and true, there is need for the system to give
out more specific methods in which data and information of the patient can be stored and also
retrieved. Most of the platforms which has the information and news about the patients systems
includes the information technological sites. Also social media can be able to give out the
information of the above data keeping into consideration that most of the information are always
retrieved from online sources, (Stead & Hammond 2010).
Existing Predictive Models that can be used to Structure the Software
To additionally bolster the feasibility of making a medicinal record investigation and forecast
programming, it is fundamental to distinguish existing models that can be utilized for this reason.
In the above segments, the paper has distinguished that there are a few hypotheses that can be
utilized to give scientific and prescient models. Then again, there likewise exists different
methodologies and models that have been distinguished, (Wang et al 2013). Along these lines, a
portion of the methodologies under this, can be alluded to while organizing the product.
Considering that isn't the main depended upon viewpoint concerning programming data and
generally speaking examination approach, one can see that the product that the investigation
centers around could offer 6 enhanced execution. In this way, with regards to therapeutic record
expectations, the current data appears to call attention to that it is profoundly conceivable
utilizing the correct models to make a very viable programming.
Requirements
SMART requirement is the most common requirement type used, the requirement is defined by;
Specific: Precise requirement
Measurable: The requirement can be taken as complete
Attainable: The requirements can be achieved
Realistic: Requirements are more relevant and appropriate
Time bound: Requirements are timely
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Since we have used SMART requirement, the software therefore shall incorporate all the key
requirements of the SMART requirements.
The following are the core benefits of using SMART type of requirements
i. Easy to reach consensus
ii. Decreased rework
iii. Increasing the schedule and budget
Technical Documentation
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Test cases Execution
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