Call for Papers:Vol.7 Issue.6

Submission
Last date		 31-Dec-2021
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-7,Issue-6. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  A Survey on Tumour Hypoxia from Multi-modal Microscopy Images
PaperId: :  6791
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 5 2017
DUI:    16.0415/IJARIIE-6791
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sonali AdsureVACOEA Ahmednagar, Maharashtra, India

Abstract

Computer
Weakly Supervised Training, Latent Structured Output Learning, High order loss function.
Malignant tumors that contain a high proportion of regions privileged of adequate oxygen supply in areas supplied by a microvessel. Given the importance of the estimation of this proportion for improving the clinical prognosis of such treatments, a manual annotation has been proposed, which uses two image modalities of the same histological specimen and produces the number and proportion of MCSUs classified as normoxia (normal oxygenation level), chronic hypoxia (limited diffusion), and acute hypoxia (transient disruptions in perfusion), but this manual annotation requires an expertise that is generally not available in clinical settings. Therefore, in this paper, we propose a new methodology that automates this annotation. The major challenge is that the training set comprises weakly labeled samples that only contains the number of MCSU types per sample, which means that we do not have the underlying structure of MCSU locations and classifications. Hence, we formulate this problem as a latent structured output learning that minimizes a high order loss function based on the number of MCSU types, where the underlying MCSU structure is exible in terms of number of nodes and connections. Using a database of 89 pairs of weakly annotated images (from eight tumors), we show that our methodology produces highly correlated number and proportion of MCSU types compared to the manual annotations.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Sonali Adsure. "A Survey on Tumour Hypoxia from Multi-modal Microscopy Images" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 5 2017 Page 1212-1215
MLA Sonali Adsure. "A Survey on Tumour Hypoxia from Multi-modal Microscopy Images." International Journal Of Advance Research And Innovative Ideas In Education 3.5(2017) : 1212-1215.
APA Sonali Adsure. (2017). A Survey on Tumour Hypoxia from Multi-modal Microscopy Images. International Journal Of Advance Research And Innovative Ideas In Education, 3(5), 1212-1215.
Chicago Sonali Adsure. "A Survey on Tumour Hypoxia from Multi-modal Microscopy Images." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 5 (2017) : 1212-1215.
Oxford Sonali Adsure. 'A Survey on Tumour Hypoxia from Multi-modal Microscopy Images', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 5, 2017, p. 1212-1215. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_Survey_on_Tumour_Hypoxia_from_Multi_modal_Microscopy_Images_ijariie6791.pdf (Accessed : 04 January 2018).
Harvard Sonali Adsure. (2017) 'A Survey on Tumour Hypoxia from Multi-modal Microscopy Images', International Journal Of Advance Research And Innovative Ideas In Education, 3(5), pp. 1212-1215IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_Survey_on_Tumour_Hypoxia_from_Multi_modal_Microscopy_Images_ijariie6791.pdf (Accessed : 04 January 2018)
IEEE Sonali Adsure, "A Survey on Tumour Hypoxia from Multi-modal Microscopy Images," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 5, pp. 1212-1215, Sep-Oct 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_Survey_on_Tumour_Hypoxia_from_Multi_modal_Microscopy_Images_ijariie6791.pdf [Accessed : 04 January 2018].
Turabian Sonali Adsure. "A Survey on Tumour Hypoxia from Multi-modal Microscopy Images." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 5 (04 January 2018).
Vancouver Sonali Adsure. A Survey on Tumour Hypoxia from Multi-modal Microscopy Images. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 04 January 2018]; 3(5) : 1212-1215. Available from: http://ijariie.com/AdminUploadPdf/A_Survey_on_Tumour_Hypoxia_from_Multi_modal_Microscopy_Images_ijariie6791.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 1/4/2018 7:53:28 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
SIGNATURE BASED COMPUTERIZED CRIMINAL SYSTEM USING HYBRID TECHNIQUES.computer scienceLOFINMAKIN DAMILOLA AYOMIPOSI Download
Detecting Of SARS-CoV-2 From Chest X-Ray Using Artificial IntelligenceComputer EngineeringMadhuri Thote Download
Conceptual study of Advancement in Brain Computing Interface (BCI) model for various bio signals: A Reviewcomputer science Mansi Mohan Dayma Download
Analysis of Data in School Level Education System by using DataminingComputer ScienceProf Arif Hakeem Download
IDENTIFICATION SYSTEM FOR PERNICIOUS CODE ON ANDROID USING STATIC TECHNIQUEScomputer scienceOBAYI ADAORA ANGELA. Download
Comparative Analysis of various cryptographic algorithms on the basis of time and block sizeComputer EngineeringMithlesh Kumar Yadav Download
A Review of Clustering System of Finding Secure Route in Mobile Ad Hoc NetworksComputer Engineering Ranju Bharti Download
Clustering System of Finding Secure Route in Mobile Ad Hoc NetworksComputer Engineering Ranju Bharti Download
Handling big data security and Service through bilinear pairing and parallel computationComputer EngineeringShivani Shivajirao Kaktikar Download
Handling Federated Privacy preserving Crowdsourcing platform on blockchainComputer EngineeringMrunal Suryakant Mane Download
Node Selection for Routing Data Using MCDM AlgorithmComputer EngineeringJayesh Bakhshi Download
A Thorough Study on Privacy preserving Crowdsourcing platform On blockchainComputer EngineeringMrunal Suryakant Mane Download
An Authenticated Survey on Big data SecurityComputer EngineeringShivani Shivajirao Kaktikar Download
Briny SaverCSEHarsh Jindal Download
Intrusion Detection System: A Systemetic ReviewComputer Engineering Mithlesh Kumar Download
12