Volume 10 | Issue 2 |

 Abstract

One of the most important goals is to develop a medical diagnosis system for disease prediction. Machine learning techniques and technologies have been effectively applied in a variety of areas, including medical diagnostics. Machine learning algorithms may be extremely useful in developing a health system to address health-related issues, such as assisting doctors in diagnosing diseases at an early stage. Diabetes is a chronic disease marked by high blood sugar levels. It has the potential to induce a variety of serious illnesses, including stroke, kidney failure, and heart attacks. When our blood oxygen level falls below the normal range, we may experience hypoxemia symptoms. It could result in a slew of complications. Heart disease, heart attack, stroke, neuropathy, nephropathy, retinopathy and vision loss, hearing loss, and so on are all symptoms of heart disease, heart attack, or stroke. This research focuses on a review of machine learning techniques for predicting diabetes and hypoxemia disease.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Machine Learning algorithms, Diabetes, Hypoxemia, Healthcare, Disease

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

New technologies and the available computing tools are becoming more important every day in the teaching evolution. The use of Graphical User Interfaces (GUI) with MATLAB enables the implementation of practical teaching methodologies to make easier the comprehension of a given subject. In this work, we report on the application of GUI's in order to provide the students with a simple tool for a better understanding on how to design GRIN elements for optical systems. Another GUI's advantage is that they can be converted to an executable file, so any student could use the interface in their own computer without having a MATLAB license. We present a graphical interface to show the performance of an optical device for controlling beam size and for deflecting light for coupling purposes, by a simple geometrical optics study, in a tapered GRIN lens illuminated by a parallel beam of tilted rays. We also show a graphical interface to obtain the maximum coupling efficiency between fundamental modes of two single-mode fibers by a scaling operation carried out by a GRIN fibre lens. With this interface the students can vary the magnification and the image plane in order to get the more suitable GRIN fibre lens to maximize the coupling efficiency between two fibers.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

MATLAB, GUI(Graphical User Interfacing), RGB, Application, Functions, Callbacks, Processing, UI(User Interfacing), Histogram, Edge Detection.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The aim of the study was to examine the influence of character strengths on life satisfaction. The participants were 400 college students. Character strengths were studied using Value in Action Inventory by McGrawth. To study life satisfaction, Psychological well-being scale developed by Sisodia and Choudary was used. The data was analyzed using ANOVA. Findings reveal that people with high character strengths found to have higher level of life satisfaction. People with average and high character strengths significantly differ on life satisfaction. Girls found to have higher level of life satisfaction compare to boys.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Character Strengths, Life Satisfaction, College Students

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Birds are unique in having a coat of feathers and in resting on the hind limbs alone. Hence they are defined as the feathered bipeds. For many years nest building in birds has been considered a remarkable behavior. Perhaps just as remarkable is the public scholarly consensus that bird nests are achieved by instinct alone. As a consequence, we contend that nest building is a much under investigated behavior that holds promise both for learning in that behavior as well as a new model system for examining brain-behavior relationship.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Key Words: Breeding habit. Parental care in birds. Nest and Nest building.etc.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Keywords: Colonialism, unrest, women voices, representation in literature, new woman

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Training, trained teachers, untrained teachers

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In many engineering applications extended surfaces known as fins, are used to enhance convective heat transfer. The problem of natural convection heat transfer for perforated fins was investigated in this work. An experimental study was conducted to investigate the natural convection heat transfer in a rectangular fin plate with no perforations ,square perforations, triangular perforation and circular perforations. The investigation is conducted to compare heat transfer rate of different fins embedded with different types of perforations. Experimental results shows the temperatures distribution and heat transfer coefficient calculated using Ansys Workbench 19.2 and Furthermore, for different perforation , the heat transfer rate and the coefficient of heat transfer also varied giving better results. The work done on various types of fins, effect of perforation shape or geometry on the heat transfer was simulated in ANSYS to determine best type of fin to be used.The comparison between experimental result and software result between the types of fins perforation was analysed for the heat transfer coefficient to clarify the best perforation shape for the required application.The experimental was reported for temperature distributions when the heat supplied are respectively. The overall conclusion shows different perforations analysed and their results are tabulated.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

perforations, Ansys workbench, Temperature distribution, Natural convection etc.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Cassia fistula, anti cancer, anti diabetic, anti ulcer, anti fungal

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Motivation behind survey in this audit, we endeavour to give the peruser a report on clinical conclusion, the board, and treatment of Chikungunya infection (CHIKV) contamination with respect to the course of the sickness and the job of clinical research facility. CHIKV contamination advances through three stages: intense, sub-intense, and constant. Convention for patient appraisal and the board ought to be in concurrence with each stage necessities. Ongoing discoveries in spite of its amiability, CHIKV disease has shown an expansion in extreme cases during late flare-ups. Among the most impacted gathering are youngsters, older populace, and patients with co-morbidities. Moreover, since CHIKV topographical dissemination and clinical range covers with other arboviruses, differential analysis becomes vital for doctors to guarantee great administration and treatment for patients. In this audit, we depict and look at the principle manifestations, confusions, and hazard bunches for CHIKV, Dengue (DENV), and Zika (ZIKV) contaminations, with respect to key elements will manual for a precise determination. Rundown CHIKV is a rising and reemergent arbovirus that showed up in the Americas in 2014, causing huge number of diseases. The intense febrile stage is like that of dengue yet with a higher extent of incapacitating arthralgia that can persevere for quite a long time or even a long time after contamination. Serious types of CHIKV disease can prompt constant polyarthralgia, neurologic indications, or multiorgan disappointment. Treatment of CHIKV disease is principally centred on steady consideration, which incorporates the utilization of pain relieving and calming drug, rehydration, and rest. [1]

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Chikungunya, Health, Emergence Symptoms, Treatment.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The correct leg length and the position of the hip rotation center are the most important parameters for hip implant surgery. Until now there exist no suitable methods to measure it objectively. Several methods currently exist to determine the leg length and hip rotation center (e.g. tape measure or placing blocks under the shorter leg). Until now, such systems did not provide an objective determination of both parameters and are not accurate enough. Errors >2cm are possible. More accurate measurement methods (e.g. radiological procedures like X-ray images or CT-scans) are cost-intensive and lead to unnecessary radiation for the patient. The image does not offer a view of the hip joint as single structure. Additional X-ray images are required. The aim of this work is the development of a cost-efficient system for the determination of leg length and hip rotation center using machine learning.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Total hip replacement, implant, x-ray, machine learning

  License

Creative Commons Attribution 4.0 and The Open Definition