Literature DB >> 33558984

Genomic sequence analysis of lung infections using artificial intelligence technique.

R Kumar1, Fadi Al-Turjman2, L Anand3, Abhishek Kumar4, S Magesh5, K Vengatesan6, R Sitharthan7, M Rajesh6.   

Abstract

Attributable to the modernization of Artificial Intelligence (AI) procedures in healthcare services, various developments including Support Vector Machine (SVM), and profound learning. For example, Convolutional Neural systems (CNN) have prevalently engaged in a significant job of various classificational investigation in lung malignant growth, and different infections. In this paper, Parallel based SVM (P-SVM) and IoT has been utilized to examine the ideal order of lung infections caused by genomic sequence. The proposed method develops a new methodology to locate the ideal characterization of lung sicknesses and determine its growth in its early stages, to control the growth and prevent lung sickness. Further, in the investigation, the P-SVM calculation has been created for arranging high-dimensional distinctive lung ailment datasets. The data used in the assessment has been fetched from real-time data through cloud and IoT. The acquired outcome demonstrates that the developed P-SVM calculation has 83% higher accuracy and 88% precision in characterization with ideal informational collections when contrasted with other learning methods.

Entities:  

Keywords:  Artificial intelligence; Genomic sequence; Healthcare; IoT; Lung malignancy; Neural computing

Year:  2021        PMID: 33558984     DOI: 10.1007/s12539-020-00414-3

Source DB:  PubMed          Journal:  Interdiscip Sci        ISSN: 1867-1462            Impact factor:   2.233


  6 in total

1.  National Cancer Database Analysis of Proton Versus Photon Radiation Therapy in Non-Small Cell Lung Cancer.

Authors:  Kristin A Higgins; Kelli O'Connell; Yuan Liu; Theresa W Gillespie; Mark W McDonald; Rathi N Pillai; Kirtesh R Patel; Pretesh R Patel; Clifford G Robinson; Charles B Simone; Taofeek K Owonikoko; Chandra P Belani; Fadlo R Khuri; Walter J Curran; Suresh S Ramalingam; Madhusmita Behera
Journal:  Int J Radiat Oncol Biol Phys       Date:  2016-10-11       Impact factor: 7.038

2.  Smoking status and survival in the national comprehensive cancer network non-small cell lung cancer cohort.

Authors:  Amy K Ferketich; Joyce C Niland; Rizvan Mamet; Carrie Zornosa; Thomas A D'Amico; David S Ettinger; Gregory P Kalemkerian; Katherine M Pisters; Mary E Reid; Gregory A Otterson
Journal:  Cancer       Date:  2012-09-28       Impact factor: 6.860

3.  Cervical Cancer Identification with Synthetic Minority Oversampling Technique and PCA Analysis using Random Forest Classifier.

Authors:  R Geetha; S Sivasubramanian; M Kaliappan; S Vimal; Suresh Annamalai
Journal:  J Med Syst       Date:  2019-07-17       Impact factor: 4.460

4.  Covid-19 and Domestic Violence: an Indirect Path to Social and Economic Crisis.

Authors:  Amalesh Sharma; Sourav Bikash Borah
Journal:  J Fam Violence       Date:  2020-07-28

Review 5.  Neoadjuvant chemotherapy followed by surgery in lung cancer: Indian scenario.

Authors:  Sunil Kumar; Jyoutishman Saikia; Vinay Kumar; Prabhat S Malik; Karan Madan; Deepali Jain; Sachidanand Bharati
Journal:  Curr Probl Cancer       Date:  2020-03-04       Impact factor: 3.187

  6 in total
  2 in total

1.  ANFIS for prediction of epidemic peak and infected cases for COVID-19 in India.

Authors:  Rajagopal Kumar; Fadi Al-Turjman; L N B Srinivas; M Braveen; Jothilakshmi Ramakrishnan
Journal:  Neural Comput Appl       Date:  2021-09-21       Impact factor: 5.102

2.  Integrating bio medical sensors in detecting hidden signatures of COVID-19 with Artificial intelligence.

Authors:  V Hemamalini; L Anand; S Nachiyappan; S Geeitha; Venkata Ramana Motupalli; R Kumar; A Ahilan; M Rajesh
Journal:  Measurement (Lond)       Date:  2022-03-26       Impact factor: 5.131

  2 in total

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