Downloads: 105
Survey Paper | Computer Science & Engineering | India | Volume 4 Issue 11, November 2015
Disease Inference and Community-based Health Services
Asif Akram, Rekha Jadhav
Automatic disease inference is of significance to overcome any issues between what online health seekers with strange side effects need and what occupied human doctor with one-sided aptitude can offer. In any case, precisely and productively surmising infections is non-trivial, particularly for group based health administrations because of the vocabulary crevice, fragmented information, related medicinal ideas, and constrained brilliant preparing tests. In this paper, we first report a client study on the information needs of health seekers as far as inquiries and afterward select those that request conceivable illnesses of their showed side effects for further explanatory. We next propose a novel profound learning plan to deduce the conceivable maladies given the inquiries of health seekers. The proposed plan involves two key parts. The principal all around mines the separate restorative marks from crude components. The second esteems the crude elements and their marks as information nodes in one layer and hidden nodes in the ensuing layer, individually. Then, it takes in the between relations between these two layers by means of preparing with pseudo labelled data. Taking after that, the shrouded hubs serve as crude elements for the more theoretical mark mining. With incremental and option rehashing of these two parts, our plan fabricates an inadequately joined deep architecture with three hidden layers. By and large, it well fits particular errands with calibrating. Broad trials on a certifiable dataset named by online specialists demonstrate the noteworthy execution additions of our plan.
Keywords: Community-based Health Services, Question Answering, Disease Inference, Deep Learning
Edition: Volume 4 Issue 11, November 2015
Pages: 2294 - 2297
How to Cite this Article?
Asif Akram, Rekha Jadhav, "Disease Inference and Community-based Health Services", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=NOV151719, Volume 4 Issue 11, November 2015, 2294 - 2297
Similar Articles with Keyword 'Question Answering'
Downloads: 112
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014
Pages: 1602 - 1605A Restricted Domain Medical Question Answering System
Vijeta, Basant Verma
Downloads: 112
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015
Pages: 2630 - 2634A Review on Identifying the Main Content From Web Pages
Madhura R. Kaddu, Dr. R. B. Kulkarni
Similar Articles with Keyword 'Disease Inference'
Downloads: 122
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 1, January 2016
Pages: 514 - 518A Review on Disease Inference Techniques
Rasla Azeez, Anu Prabhakar
Downloads: 130
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016
Pages: 235 - 238Personalized and Real-Time Data Oriented Disease Inferring System
Rasla Azeez, Anju C R
Similar Articles with Keyword 'Deep Learning'
Downloads: 1
Student Project, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021
Pages: 1717 - 1724Krashi Prabhandak (Agricultural Manager)
Prafful Mundra, A V Pavan Krishna, Swarnalatha P, Venkata Sumanth Kakollu
Downloads: 2
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021
Pages: 720 - 724Review on Deep Learning and IoT Techniques on Corono Virus
Mansi Kambli
Similar Articles with Keyword 'Health'
Downloads: 508 | Weekly Hits: ⮙1 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021
Pages: 517 - 520Smart Health Monitoring System
Damodharan D, Anant Mishra, Ankit Sharma, Abhishek Tripathi
Similar Articles with Keyword 'Services'
Downloads: 1
Research Proposals or Synopsis, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021
Pages: 705 - 706An Analysis on Voice Assistant
Shravankumar Jha
Downloads: 1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021
Pages: 1240 - 1249Secure Methods for Supplychain Management to Protect from Attacks in Blockchain
B. Ratnakanth, K. Venkata Ramana
Similar Articles with Keyword 'Question'
Downloads: 1
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2267 - 2274Two Accounts of Solitude in Online Communal Networks
Alla Venu Gopal, G. Srinivasa Reddy
Downloads: 3
Student Project, Computer Science & Engineering, India, Volume 10 Issue 4, April 2021
Pages: 1237 - 1240Women Safety Alert System Using Arduino
P. Jayalakshmi, Bejjanki Shashank, Kakumani Yasaswi
Similar Articles with Keyword 'Answering'
Downloads: 102
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015
Pages: 3021 - 3028Smart Type-Ahead Search in XML
Supriya. N. Chaudhari, Vaishali M. Deshmukh
Downloads: 112
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014
Pages: 1602 - 1605A Restricted Domain Medical Question Answering System
Vijeta, Basant Verma
Similar Articles with Keyword 'Disease'
Downloads: 508 | Weekly Hits: ⮙1 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
Downloads: 0
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 9, September 2021
Pages: 649 - 652Image Segmentation using Biogeography based Optimization and its Comparison with K Means Clustering
Babita Chauhan, Preeti Sondhi
Similar Articles with Keyword 'Inference'
Downloads: 104
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 3001 - 3006A Fuzzy Based Approach of Energy Efficient Hierarchical Clustering Method in Wireless Sensor Networks
G S M Vamsi, Neha Choubey
Downloads: 106
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 1053 - 1061An Efficient Approach in Protection of Information Security via Collaborative Inference Detection
Abilesh. P
Similar Articles with Keyword 'Deep'
Downloads: 85
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020
Pages: 1626 - 1628Image Noise Reduction with Autoencoder using Tensor Flow
Jai Sehgal, Dr Yojna Arora
Downloads: 1
Student Project, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021
Pages: 1717 - 1724Krashi Prabhandak (Agricultural Manager)
Prafful Mundra, A V Pavan Krishna, Swarnalatha P, Venkata Sumanth Kakollu
Similar Articles with Keyword 'Learning'
Downloads: 132 | Weekly Hits: ⮙1 | Monthly Hits: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 508 | Weekly Hits: ⮙1 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj