Artificial Neural Network (ANN) and regression model for predicting the Albumin to Globulin (A/G) ratio in a serum protein electrophoresis test
Journal Title: African Journal of Biological Sciences - Year 2019, Vol 1, Issue 3
Abstract
Multiple myeloma affects the several parts of bodies such as the spine, skull, pelvis and ribs. The cause of multiple myeloma is not known properly. The poor prognoses is associated with most cancers creates a sense of urgency for the brains behind healthcare Artificial Intelligence (AI) research. AI is able to detect cancer and other diseases earlier than possible through standard diagnostic methods, which could be lifesaving for future patients. The main objective of the research paper is to predict the Albumin to Globulin (A/G) ratio obtained by the electrophoresis test by developing regression model and Artificial Neural Network (ANN) model. The results obtained showed that the Mean Square Error (MSE) obtained by ANN model is less than the MSE obtained by the regression model.
Authors and Affiliations
Akshansh Mishra
Keywords
Related Articles
- EP ID EP607314
- DOI 10.33472/AFJBS.1.3.2019.40-49
- Views 103
- Downloads 0
Comparative cytomorphometry of red blood cells of some fishes
This study aims to compare the size of the red blood cells of different freshwater fishes to gain knowledge of their activity. In this study, 11 different freshwater fishes of four different order like Siluriformes, Cypr...
Bacteriological quality of kunu-zaki sold on the streets of owerri metropolis, Nigeria
Kunu-zaki is a nourishing non-alcoholic beverage widely consumed in Nigeria. There is no standardized method for its preparation thus production practices differ amongst retailers. This study was undertaken to evaluate t...
Comparative growth and survival performance of sea cucumber (Holothuria scabra) in co-cultured pen system with commercial macroalgae
Mariculture has recently been adopted in many parts of coastal East Africa as a source of income and employment to many women and heartbroken fishermen who are the main victim of dwindling wild stock of aquatic resources...
The effect of aqueous extract of Morinda lucida on haematological parameters and intestinal ATPases, lactase activity and histopathology studies in lactose induced diarrhea in Wistar rats
Diarrhea remains a major health burden in developing society till date. Efforts aimed at ameliorating this condition is very imminent. In this study, the antidiarrheal effect of aqueous extracts (dried and fresh forms) o...
Comparative differential leucocyte count and morphometrical analyses of black rats Rattus rattus (Linnaeus, 1758) and white rats Rattus norvegicus (Berkenhout, 1769)
This paper aims at a systematic approach to morphologically characterize of five types of white blood cells (WBC), and its nuclei from light microscopic image of blood samples. Hence, cellular and nuclei based geometric...