Deepali Maste - Academia.edu (original) (raw)
Papers by Deepali Maste
Our web application "Healthchain: Your data our responsibility". This framework centers around cr... more Our web application "Healthchain: Your data our responsibility". This framework centers around creating privacy to patient clinical records utilizing 'Blockchain Technology'. Patient privacy or classification is one among the preeminent vital support points in medical services. Safeguarding the individual subtleties of a patient isn't only a question of moral regard, it's vital for bond trust between the specialist and patient. This blockchain based E-health record system will provide deep mutual trust between the doctor and patient. This project will permit patients to have the control of producing, overseeing and imparting EHR's to the approved care giver-Doctor. In addition, the medical care specialist and suppliers of medical care administration access these EHR's across the abroad, the progress program of medical care arrangement is relied upon to be accomplished.
Digitalization has an impact on the healthcare system too and the result can be seen in improveme... more Digitalization has an impact on the healthcare system too and the result can be seen in improvements in the medical field. All healthcare components like doctors, hospitals, clinics, diagnostic centers are working together to increase life expectancy using advanced digital tools. Method of diagnosis is also changing as decisions by doctors are based on case study and analysis rather than individual perception. So to deal with more perfection towards treatment and to apply reliable methods for patient more consistent way of recording data ,status and stage of diagnosis is needed. Databases generated at each stage need to be stored, secured, compatible, standard and useful for diagnosis as well as preventive healthcare.The procedures for receiving medical care through digital medium is under drastic change in most of the nations, healthcare professionals need to adapt it for better outcomes. The new regulations now encourage saving patient records or databases for the services rendered in a given format like EHR or EMR. In this paper review is done to study current developments in the medical field related to digitalization. And it is observed that a huge amount of biomedical data generated through digitalization needs to be optimized. And also to make possible the interoperability of individual dataset and integration of clinical and biomedical data into biomedical data science.
International Journal for Research in Applied Science and Engineering Technology
This paper aims to promote the use of the LSTM, random forest Regression & Linear Regression algo... more This paper aims to promote the use of the LSTM, random forest Regression & Linear Regression algorithm to predict stock prices of India and to compare their accuracy. These are machine learning algorithms used for historical real-time gold prices. The Historical Gold data we made with reference of www.goldpriceindia.com. The full source code of the project was written via Python. It is thought that the LSTM model are more compatible than the Linear Regression and Random Forest model for the Gold price Prediction forecasting model. Gold is a valuable metal and has been historically owned and traded as an asset /commodity. The price of Gold is often a derivative of the investor's sentiment and perception of other asset classes (real estate, equities, commodities, futures and cash equivalents) as Gold has very little fundamentals of its own. Our project is aimed at studying the relationship between gold price, selected economies and various market variables to try and accurately predict the future price of gold using Machine Learning algorithms.
2020 International Conference on Convergence to Digital World - Quo Vadis (ICCDW), 2020
Digitalization has an impact on the healthcare system too and the result can be seen in improveme... more Digitalization has an impact on the healthcare system too and the result can be seen in improvements in the medical field. All healthcare components like doctors, hospitals, clinics, diagnostic centers are working together to increase life expectancy using advanced digital tools. Method of diagnosis is also changing as decisions by doctors are based on case study and analysis rather than individual perception. So to deal with more perfection towards treatment and to apply reliable methods for patient more consistent way of recording data, status and stage of diagnosis is needed. Databases generated at each stage need to be stored, secured, compatible, standard and useful for diagnosis as well as preventive healthcare. The procedures for receiving medical care through digital medium is under drastic change in most of the nations, healthcare professionals need to adapt it for better outcomes. The new regulations now encourage saving patient records or databases for the services rendered in a given format like EHR or EMR. In this paper review is done to study current developments in the medical field related to digitalization. And it is observed that a huge amount of biomedical data generated through digitalization needs to be optimized. And also to make possible the interoperability of individual dataset and integration of clinical and biomedical data into biomedical data science.
International Journal for Scientific Research and Development, 2016
— This paper reviews computer virus and few detection techniques. Computer viruses can wreak havo... more — This paper reviews computer virus and few detection techniques. Computer viruses can wreak havoc to the operations of the computer. A computer virus is a type of malware that is intentionally written to gain entry into your computer, without your knowledge or permission. There are various types of computer viruses, classified in terms of techniques, origin, and the types of files affected, damage, OS or Platform attacked, as well as the places they hide. Many techniques like Signature based virus detection, Anomaly based virus detection and Emulation based detection,Neural network, SICS model studied here.
International journal of engineering research and technology, 2018
Visual memory and especially eye tracking systems have been a major subject of research. Creating... more Visual memory and especially eye tracking systems have been a major subject of research. Creating a human perspective visual memory by eye tracking will help establish a more natural and improved human-computer interface(HCL). A compact head-mounted device is made for the same purpose. Eye tracking system detects pupil and generate focus coordinates using which human perspective vision is created. This artificial human perspective vision is recorded and store forming a visual memory. This system is a real-time system. With its good speed, great accuracy and compact system it results in a great overall product improving human and machine interface. Keys wordsPupil Detection, Visual Memory, Head-Mounted Device, Human Perspective Vision, Eye Tracking, HumanComputer Interface
The scheduling task becomes more difficult when a feasible schedule does not exist and the goal i... more The scheduling task becomes more difficult when a feasible schedule does not exist and the goal is to minimize some measure of delinquency, often termed as tardiness. Tardiness of an individual job under a given schedule is defined as the amount of time by which the job finishes after its prescribed deadline, and is considered to be zero if the job finishes on or before the deadline. Assuming there are runnable processes, a process should always be running. If there are more processes than processors in a system, some processes will not always be running. These processes are waiting to run. Deciding which process runs next and for what amount of time when given a set of runnable processes, is the fundamental decision that scheduler must take. There is no universal “best” scheduling algorithm, and many operating systems use extended or combinations of the scheduling algorithms. In this work we use Neural Network technique to learn the execution behavior of known processes to minimize...
Online grocery shopping is an entirely novel means of buying preferred grocery goods for househol... more Online grocery shopping is an entirely novel means of buying preferred grocery goods for household consumption. Such a concept has been launched in suburban cities of India in the past one year by launching websites such as delivery at home.co.in,grocery at home.co.in and kariyana.com to name a few. This also marks the early phase of online grocery selling concept in the city. This idea is intended to include the factors that affect the intention of the consumers to buy groceries online. The most prominent factors of them all include Attitude, Subjective Norms and Perceived Behavioural Control.
International Journal of Advance Research, Ideas and Innovations in Technology, 2019
In a Nuclear Power plant, there are a variety of machines performing different specific tasks. On... more In a Nuclear Power plant, there are a variety of machines performing different specific tasks. One of those is a standalone PID controller having multiple input/output being used in NPP Control is having an inbuilt processor. System control module and multiple communication channels, a floating-point arithmetic unit, multiple Ethernet controllers and also, an Analog Input acquisition module, Digital Input acquisition module, Contact Output Module is to generate contact out being used for annunciation purpose. We have used C programming to write applications, drivers code in a Linux environment. Cross compiler is used for compiling the code. A general purpose PID controller can be used to control a number of different parameters, which can be represented as an Analog Signal. It monitors critical parameters and issues alerts in case of deviant behaviors. Countermeasures can be deployed to take appropriate actions. The uses of such a general purpose PID controller can be extended to va...
In today’s world , computing systems serve many purposes, we can not imagine a world without them... more In today’s world , computing systems serve many purposes, we can not imagine a world without them. So it gives us the ability to do tasks at great speeds and it opens a new world of possibilities that we are just starting to explore . One of the most important factors of computing systems is the ability to run several processes at once, or at least a good scheduler gives that impression. So to achieve this, the scheduler causes the system to switch quickly between processes. Each process runs for a certain time, and when a process times out the scheduler chooses which process to execute next on the CPU and for what amount of time. Therefore, the behaviour of a system mainly depends on the scheduler. The scheduler must balance fairness and efficiency to offer the appropriate behaviour. In this paper, we have proposed a new variant of MLFQ algorithm, in which time slice is assigned to each queue for MLFQ scheduling such that it changes with each round of execution dynamically and neur...
A system to monitor an aquaponic farm and allowing automation to utilize sustainable farming with... more A system to monitor an aquaponic farm and allowing automation to utilize sustainable farming with the added benefit of real-time data. The system comprises of various sensors that communicate over the internet and provide the live status of the farm regarding various parameters and provides the user with an option to manage the farm and take actions in response to it. Since implemented over an aquaponic farm user gets all the benefits that come with it. It utilizes NodeMcu as the communicator and aggregator of sensor data which is delivered to a web server and then this data can be visualized as required. The architecture is simple and can easily be replicated to a large-scale setup. It has the potential to help farmers manage various resources like water and also get insights regarding plant health for optimum productivity. The system is capable of enabling farmers to get the most out of their efforts.
International journal of engineering research and technology, 2018
This paper is implementation model of our previous paper as an extension of Logistic Regression A... more This paper is implementation model of our previous paper as an extension of Logistic Regression Analysis as a Future Predictor System, International Journal of Technology Research and Application. Logistic model designing plays a key role in order to get correct predictions. This process includes selection of tuples for training data and their preknown outcome often known as real data. This paper details the steps involved in actual designing and development of such model. Keywords— Regression Analysis, Prediction, Logistic Regression, Data Mining, Logit Function, Machine Learning, Accuracy.
Journal of Engineering Education Transformations, 2015
2020 International Conference on Convergence to Digital World - Quo Vadis (ICCDW), 2020
Digitalization has an impact on the healthcare system too and the result can be seen in improveme... more Digitalization has an impact on the healthcare system too and the result can be seen in improvements in the medical field. All healthcare components like doctors, hospitals, clinics, diagnostic centers are working together to increase life expectancy using advanced digital tools. Method of diagnosis is also changing as decisions by doctors are based on case study and analysis rather than individual perception. So to deal with more perfection towards treatment and to apply reliable methods for patient more consistent way of recording data, status and stage of diagnosis is needed. Databases generated at each stage need to be stored, secured, compatible, standard and useful for diagnosis as well as preventive healthcare. The procedures for receiving medical care through digital medium is under drastic change in most of the nations, healthcare professionals need to adapt it for better outcomes. The new regulations now encourage saving patient records or databases for the services render...
Our web application "Healthchain: Your data our responsibility". This framework centers around cr... more Our web application "Healthchain: Your data our responsibility". This framework centers around creating privacy to patient clinical records utilizing 'Blockchain Technology'. Patient privacy or classification is one among the preeminent vital support points in medical services. Safeguarding the individual subtleties of a patient isn't only a question of moral regard, it's vital for bond trust between the specialist and patient. This blockchain based E-health record system will provide deep mutual trust between the doctor and patient. This project will permit patients to have the control of producing, overseeing and imparting EHR's to the approved care giver-Doctor. In addition, the medical care specialist and suppliers of medical care administration access these EHR's across the abroad, the progress program of medical care arrangement is relied upon to be accomplished.
Digitalization has an impact on the healthcare system too and the result can be seen in improveme... more Digitalization has an impact on the healthcare system too and the result can be seen in improvements in the medical field. All healthcare components like doctors, hospitals, clinics, diagnostic centers are working together to increase life expectancy using advanced digital tools. Method of diagnosis is also changing as decisions by doctors are based on case study and analysis rather than individual perception. So to deal with more perfection towards treatment and to apply reliable methods for patient more consistent way of recording data ,status and stage of diagnosis is needed. Databases generated at each stage need to be stored, secured, compatible, standard and useful for diagnosis as well as preventive healthcare.The procedures for receiving medical care through digital medium is under drastic change in most of the nations, healthcare professionals need to adapt it for better outcomes. The new regulations now encourage saving patient records or databases for the services rendered in a given format like EHR or EMR. In this paper review is done to study current developments in the medical field related to digitalization. And it is observed that a huge amount of biomedical data generated through digitalization needs to be optimized. And also to make possible the interoperability of individual dataset and integration of clinical and biomedical data into biomedical data science.
International Journal for Research in Applied Science and Engineering Technology
This paper aims to promote the use of the LSTM, random forest Regression & Linear Regression algo... more This paper aims to promote the use of the LSTM, random forest Regression & Linear Regression algorithm to predict stock prices of India and to compare their accuracy. These are machine learning algorithms used for historical real-time gold prices. The Historical Gold data we made with reference of www.goldpriceindia.com. The full source code of the project was written via Python. It is thought that the LSTM model are more compatible than the Linear Regression and Random Forest model for the Gold price Prediction forecasting model. Gold is a valuable metal and has been historically owned and traded as an asset /commodity. The price of Gold is often a derivative of the investor's sentiment and perception of other asset classes (real estate, equities, commodities, futures and cash equivalents) as Gold has very little fundamentals of its own. Our project is aimed at studying the relationship between gold price, selected economies and various market variables to try and accurately predict the future price of gold using Machine Learning algorithms.
2020 International Conference on Convergence to Digital World - Quo Vadis (ICCDW), 2020
Digitalization has an impact on the healthcare system too and the result can be seen in improveme... more Digitalization has an impact on the healthcare system too and the result can be seen in improvements in the medical field. All healthcare components like doctors, hospitals, clinics, diagnostic centers are working together to increase life expectancy using advanced digital tools. Method of diagnosis is also changing as decisions by doctors are based on case study and analysis rather than individual perception. So to deal with more perfection towards treatment and to apply reliable methods for patient more consistent way of recording data, status and stage of diagnosis is needed. Databases generated at each stage need to be stored, secured, compatible, standard and useful for diagnosis as well as preventive healthcare. The procedures for receiving medical care through digital medium is under drastic change in most of the nations, healthcare professionals need to adapt it for better outcomes. The new regulations now encourage saving patient records or databases for the services rendered in a given format like EHR or EMR. In this paper review is done to study current developments in the medical field related to digitalization. And it is observed that a huge amount of biomedical data generated through digitalization needs to be optimized. And also to make possible the interoperability of individual dataset and integration of clinical and biomedical data into biomedical data science.
International Journal for Scientific Research and Development, 2016
— This paper reviews computer virus and few detection techniques. Computer viruses can wreak havo... more — This paper reviews computer virus and few detection techniques. Computer viruses can wreak havoc to the operations of the computer. A computer virus is a type of malware that is intentionally written to gain entry into your computer, without your knowledge or permission. There are various types of computer viruses, classified in terms of techniques, origin, and the types of files affected, damage, OS or Platform attacked, as well as the places they hide. Many techniques like Signature based virus detection, Anomaly based virus detection and Emulation based detection,Neural network, SICS model studied here.
International journal of engineering research and technology, 2018
Visual memory and especially eye tracking systems have been a major subject of research. Creating... more Visual memory and especially eye tracking systems have been a major subject of research. Creating a human perspective visual memory by eye tracking will help establish a more natural and improved human-computer interface(HCL). A compact head-mounted device is made for the same purpose. Eye tracking system detects pupil and generate focus coordinates using which human perspective vision is created. This artificial human perspective vision is recorded and store forming a visual memory. This system is a real-time system. With its good speed, great accuracy and compact system it results in a great overall product improving human and machine interface. Keys wordsPupil Detection, Visual Memory, Head-Mounted Device, Human Perspective Vision, Eye Tracking, HumanComputer Interface
The scheduling task becomes more difficult when a feasible schedule does not exist and the goal i... more The scheduling task becomes more difficult when a feasible schedule does not exist and the goal is to minimize some measure of delinquency, often termed as tardiness. Tardiness of an individual job under a given schedule is defined as the amount of time by which the job finishes after its prescribed deadline, and is considered to be zero if the job finishes on or before the deadline. Assuming there are runnable processes, a process should always be running. If there are more processes than processors in a system, some processes will not always be running. These processes are waiting to run. Deciding which process runs next and for what amount of time when given a set of runnable processes, is the fundamental decision that scheduler must take. There is no universal “best” scheduling algorithm, and many operating systems use extended or combinations of the scheduling algorithms. In this work we use Neural Network technique to learn the execution behavior of known processes to minimize...
Online grocery shopping is an entirely novel means of buying preferred grocery goods for househol... more Online grocery shopping is an entirely novel means of buying preferred grocery goods for household consumption. Such a concept has been launched in suburban cities of India in the past one year by launching websites such as delivery at home.co.in,grocery at home.co.in and kariyana.com to name a few. This also marks the early phase of online grocery selling concept in the city. This idea is intended to include the factors that affect the intention of the consumers to buy groceries online. The most prominent factors of them all include Attitude, Subjective Norms and Perceived Behavioural Control.
International Journal of Advance Research, Ideas and Innovations in Technology, 2019
In a Nuclear Power plant, there are a variety of machines performing different specific tasks. On... more In a Nuclear Power plant, there are a variety of machines performing different specific tasks. One of those is a standalone PID controller having multiple input/output being used in NPP Control is having an inbuilt processor. System control module and multiple communication channels, a floating-point arithmetic unit, multiple Ethernet controllers and also, an Analog Input acquisition module, Digital Input acquisition module, Contact Output Module is to generate contact out being used for annunciation purpose. We have used C programming to write applications, drivers code in a Linux environment. Cross compiler is used for compiling the code. A general purpose PID controller can be used to control a number of different parameters, which can be represented as an Analog Signal. It monitors critical parameters and issues alerts in case of deviant behaviors. Countermeasures can be deployed to take appropriate actions. The uses of such a general purpose PID controller can be extended to va...
In today’s world , computing systems serve many purposes, we can not imagine a world without them... more In today’s world , computing systems serve many purposes, we can not imagine a world without them. So it gives us the ability to do tasks at great speeds and it opens a new world of possibilities that we are just starting to explore . One of the most important factors of computing systems is the ability to run several processes at once, or at least a good scheduler gives that impression. So to achieve this, the scheduler causes the system to switch quickly between processes. Each process runs for a certain time, and when a process times out the scheduler chooses which process to execute next on the CPU and for what amount of time. Therefore, the behaviour of a system mainly depends on the scheduler. The scheduler must balance fairness and efficiency to offer the appropriate behaviour. In this paper, we have proposed a new variant of MLFQ algorithm, in which time slice is assigned to each queue for MLFQ scheduling such that it changes with each round of execution dynamically and neur...
A system to monitor an aquaponic farm and allowing automation to utilize sustainable farming with... more A system to monitor an aquaponic farm and allowing automation to utilize sustainable farming with the added benefit of real-time data. The system comprises of various sensors that communicate over the internet and provide the live status of the farm regarding various parameters and provides the user with an option to manage the farm and take actions in response to it. Since implemented over an aquaponic farm user gets all the benefits that come with it. It utilizes NodeMcu as the communicator and aggregator of sensor data which is delivered to a web server and then this data can be visualized as required. The architecture is simple and can easily be replicated to a large-scale setup. It has the potential to help farmers manage various resources like water and also get insights regarding plant health for optimum productivity. The system is capable of enabling farmers to get the most out of their efforts.
International journal of engineering research and technology, 2018
This paper is implementation model of our previous paper as an extension of Logistic Regression A... more This paper is implementation model of our previous paper as an extension of Logistic Regression Analysis as a Future Predictor System, International Journal of Technology Research and Application. Logistic model designing plays a key role in order to get correct predictions. This process includes selection of tuples for training data and their preknown outcome often known as real data. This paper details the steps involved in actual designing and development of such model. Keywords— Regression Analysis, Prediction, Logistic Regression, Data Mining, Logit Function, Machine Learning, Accuracy.
Journal of Engineering Education Transformations, 2015
2020 International Conference on Convergence to Digital World - Quo Vadis (ICCDW), 2020
Digitalization has an impact on the healthcare system too and the result can be seen in improveme... more Digitalization has an impact on the healthcare system too and the result can be seen in improvements in the medical field. All healthcare components like doctors, hospitals, clinics, diagnostic centers are working together to increase life expectancy using advanced digital tools. Method of diagnosis is also changing as decisions by doctors are based on case study and analysis rather than individual perception. So to deal with more perfection towards treatment and to apply reliable methods for patient more consistent way of recording data, status and stage of diagnosis is needed. Databases generated at each stage need to be stored, secured, compatible, standard and useful for diagnosis as well as preventive healthcare. The procedures for receiving medical care through digital medium is under drastic change in most of the nations, healthcare professionals need to adapt it for better outcomes. The new regulations now encourage saving patient records or databases for the services render...