A Novel System Design for Intravenous Infusion System Monitoring for Betterment of Health Monitoring System using ML- AI

Kumar, J. R. Dinesh; Ganeshbabu, C.; D.V, Soundari; Priyadharsini, K; Karthi, S P

doi:10.35940/ijitee.c8766.019320

Cited by 9 publications

(6 citation statements)

References 7 publications

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“…This data is saved and visualized for ease of readability for nurses and doctors (Sardana et al, 2019). Another study learned about the intravenous infusion system with automatic control, the sensor unit is designed to interact with a centralized server so that data can be uploaded directly to the cloud so that it can be easily accessed by end-users such as medicine, patient relatives (Kumar et al, 2020) This study also found that nurses expected the new design of the intravenous system device to be flexible for a patient who was mobilizing in wheelchairs, or when a patient was being delivered to other units for treatment. It means that the device must be practical and easy to carry.…”

Section: Discussionmentioning

confidence: 99%

Exploring of Nurses’ Needs of New Design Intravenous System Device to Support Nursing Care Effectively

et al. 2020

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Fluid control is important to support the success of therapy in the hospital. The existing features of the device currently do not fully support to ease the work of nurses. It is necessary to explore deeply the nurse’s need for the features of a new device intravenous system. The purpose of this study was to explore the nurse’s need for new design intravenous system devices to support nursing care effectively This was a qualitative study with thematic analysis methods. The participants were 20 nurses in Gotong Royong Hospital Surabaya taken by purposive sampling method. Data were collected by an in-depth interview. The instrument consists of structured questions. The interviews were recorded by a digital recorder. Ethical requirements are completed before data collection. This study found 4 themes consist of the economical price, multi-automatically system, flexible design, and simplicity. The nurse’s needs for a new design intravenous system device was designed more economical than today’s sophisticated device, and have more complete of automatic system, flexible and easy to use. These features match the needs expected by nurses and further assist in carrying out the nursing care process effectively and efficiently.

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Section: Discussionmentioning

confidence: 99%

Exploring of Nurses’ Needs of New Design Intravenous System Device to Support Nursing Care Effectively

et al. 2020

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“…If the IV bag empties, the microcontroller sends the data to the mobile application and medical staff mobile phones via Wi-Fi connection. An infusion monitoring system using artificial intelligence is presented in [27]. It is based on an IR sensor for measuring the number of infusion drops, and the system is designed to monitor the patient's temperature, blood pressure, pulse, and respiration parameters.…”

Section: Wireless Communication Systemsmentioning

confidence: 99%

“…The advantages of the described systems are wireless communication between sensor and controller [20,23,24], wireless communication between controller and computer at nurse room [21][22][23][25][26][27][28], the use of IoT technologies [21,22,29,30], mobile application for IV therapy monitoring [21,22,[25][26][27]29,30], personal computer (PC) monitoring application [28], continuous detection of IV bottle/bag fluid level [20][21][22][23][24][25][26][27][28][29][30], alarm at the patient or in the nurse room [20][21][22][23]25,26,[28][29][30], flow control valve or pump for infusion fluid [20,25,27], and monitoring system in patient's room [20].…”

Section: Wireless Communication Systemsmentioning

confidence: 99%

“…The disadvantages of the described systems are that there is no backflow solution [21][22][23][24]26,[28][29][30], there is no IV therapy monitoring application [20,23,24], there is no wireless between communication controller and control panel [20,24], there is no usage of IoT technology [20,[23][24][25][26][27][28], and it has not been tested in hospitals [20][21][22][23][24][25][26][27][28][29][30].…”

Section: Wireless Communication Systemsmentioning

confidence: 99%

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Smart Intravenous Infusion Dosing System

et al. 2021

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Intravenous (IV) infusion therapy allows the infusion fluid to be inserted directly into the patient’s vein. It is used to place medications directly into the bloodstream or for blood transfusions. The probability that a hospitalized patient will receive some kind of infusion therapy, intravenously, is 60–80%. The paper presents a smart IV infusion dosing system for detection, signaling, and monitoring of liquid in an IV bottle at a remote location. It consists of (i) the sensing and computation layer—a system for detection and signaling of fluid levels in the IV bottle and a system for regulation and closing of infusion flow, (ii) the communication layer—a wireless exchange of information between the hardware part of the system and the client, and (iii) the user layer—monitoring and visualization of IV therapy reception at a remote location in real time. All layers are modular, allowing upgrades of the entire system. The proposed system alerts medical staff to continuous and timely changes of IV bottles, which can have positive effects on increasing the success of IV therapy, especially in oncology patients. The prescribed drip time of IV chemotherapy for the full effect of cytostatics should be imperative.

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“…In 2020, Dinesh Kumar J.R, Ganesh Babu. C, et al developed a tool through their study entitled a Novel System Design for Intravenous Infusion System Monitoring for Betterment of Health Monitoring System using ML-AI [28]. Furthermore, Bongsu Jung et al, in 2016 conducted an efficacy evaluation of syringe pump developed for continuous drug infusion [6].…”

Section: Introductionmentioning

confidence: 99%

The Performance Analysis of the Infrared Photodiode Sensor to Infusion Set on Infusion Device Analyzer Machine

Astuti

Syaifudin

Rahmawati

et al. 2023

j.electron.electromedical.eng.med.inform

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Infusion pumps and syringe pumps are devices used to administer liquid medicines to patients. The frequency of using the infusion pump and syringe pump in the long term will affect the accuracy of the tool. Accuracy is very important in dosing to patients in critical conditions who require intensive care to prevent fluid balance in the body. Therefore, periodic calibration of medical devices is required at least once a year. Calibration according to Permenkes No. 54 of 2015 is a calibration activity to determine the correctness of a tool. The purpose of this research is to make an Infusion Device Analyzer (IDA) with a TFT LCD displaying a graph of flowrate parameters. The method used is to analyze the flowrate value using an infrared photodiode sensor and can see the stability of the flowrate graph on a 7-inch TFT LCD from the use of 2 brands of syringes and an infusion set. The results obtained can be stored on the SD Card. The measurement results show that the error in the performance of the syringe and infusion pump read by the module on Channel 1 with the Terumo syringe is 0.15 (10 ml/h), 0.1 (50ml/h) and 0.03 (100ml/h). . On Channel 2 it is 0.02(10ml/hour), 0.03 (50ml/hour) and 0.04(100ml/hour). When using the B-Braun Channel 1 syringe, 0.25 (10ml/h), 009(50ml/h) and 0.08(100ml/h) are used. And on Channel 2 it is 0.62 (10ml/h), 0.15 (50ml/h), and 7.3 (100ml/h). When using the Terumo Channel 1 brand infusion set at 0.05 (10ml/h), 0.3(50ml/h), and 0.04(100ml/h). On Channel 2 it is 0.14(10ml/hour), 0.02 (50ml/hour) and 0.18 (100 ml/hour). When using the B-Braun Channel 1 Infusion Set, it is 0.07(10ml/h), 0.02(50 ml/h), and 0.03 (100ml/h). Then on Channel 2 0.07 (10ml/hour), 0.02(50 ml/hour), and 0.1(100ml/hour). The conclusion of this study is that the use of 2 different infusion sets greatly affects the readings, other than that other factors can also affect the readings including the position of the hose and the placement of sensors on each channel. From the manufacture of this tool, it is expected that users can be more efficient in using a 2-channel Infusion Device analyzer which can be run at the same time.

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A Novel System Design for Intravenous Infusion System Monitoring for Betterment of Health Monitoring System using ML- AI

Cited by 9 publications

References 7 publications

Exploring of Nurses’ Needs of New Design Intravenous System Device to Support Nursing Care Effectively

Exploring of Nurses’ Needs of New Design Intravenous System Device to Support Nursing Care Effectively

Smart Intravenous Infusion Dosing System

The Performance Analysis of the Infrared Photodiode Sensor to Infusion Set on Infusion Device Analyzer Machine

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