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Presented by:-
SURENDRA KUMAR
1602220
THE ROLES OF CLOUD
BASED SYSTEMS ON
CANCER STUDIES
Cloud computing definition
⚫ Cloud computing is the delivery of computing
services—including servers, storage, databases,
networking, software, analytics, and intelligence—
over the internet (“the cloud”) to offer faster
innovation, flexible resources, and economies of
scale.
www.cloudcomputingchina.com
Advantages of Cloud
Computing
⚫Low costs
◦ Outsourcing information reduces
amount spent on new technology
◦ Easier to maintain
⚫Interoperability
◦ Access information from anywhere
◦ Can be accessed using different
devices
Advantages of Cloud
Computing
⚫Increases the adoption of Electronic
medical records.
⚫Beneficial for small companies
⚫Easy to share information among
different organizations and doctors
Cloud Deployment in Healthcare
Hospital
Information
Systems
Network Vendors
Disaster
Recovery
Systems
Data Centers
storage
Patient Management
Billing
Radiology/Laboratory
services
Elecronic helth record
Diseser Recovery
Remote location
Expensive
CLASSIFICATION OF CANCERS
Six different types of cancer have been treated with
cloud computing, according to the conducted
analysis. Accordingly, the earlier research has been
divided into the following categories for this study.
•COLON CANCER
Globally, colon cancer is a common cancer. Over the
past seven decades, there has been a discernible
increase in the incidence of colon and rectal cancers,
which now rank second and third, respectively,
among the most common cancer types.
CLASSIFICATION OF CANCERS
•LUNG CANCER
Lung cancer is classified as either small-cell or big-
cell.
There are many factors that can lead to lung
cancer, including smoking cigarettes actively,
passively, using pipes, coming into contact with
cigarette smoke, working around chemicals like
nickel, chromium, asbestos, and radiation from
mines and homes, and being exposed to both
internal and external air pollution.
•OVARIAN CANCER
The fifth leading cause of cancer-related death is
ovarian cancer. Among gynecologic malignancies, it
has the highest death rate.
Each primary histological form of ovarian cancer has
unique genetic defects that de-regulate specific
signalling pathways in the tumours.
•BREAST CANCER
Since breast cancer is becoming more common,
especially in developing nations, it has become an
increasingly important global health issue.
It manifests as abnormally developed breast cells
that proliferate to form a lump or tumour“.
Its early stage is non-invasive, confined to the ducts
or lobules of the breast, and does not spread to the
healthy tissues.
•SKIN CANCER
Globally, skin cancer is one of the most common
cancer types, and its incidence is rising.
Many workers, especially in the construction and
agricultural industries, are exposed to UV radiation at
work, which can cause skin cancer.
In the clinical realm of skin cancer diagnosis, early
detection improves the prognosis. Dermatologists
typically identify skin cancer.
•PROSTATE CANCER
In developed countries, prostate cancer is the second
most common cause of death for males with cancer.
Globally, prostate cancer is the most common type of
cancer among older men (over 70).
Older males make up a larger portion of the
population in industrialised states, this is a major
health concern. The two main risk factors are age
and family history.
METHODS USED FOR CLASSIFICATION OF
CANCERS USING CLOUD
• Focusing on one such application in the field of IoT together with
cloud computing.
• Examining cloud computing-based parallel genetic algorithm for gene
selection in cancer classification.
• Examining cancer detection epigenomics scientific workflow set up in
cloud computing, using an IPSO algorithm.
• Proposing a cancer prediction model based on mobile healthcare.
• Examining image acquisition, processing, storage, and online viewing
features.
OPEN ISSUES AND FUTURE WORK
•Diverse character of these data and their vast
dispersion among multiple databases.
•It is not necessary to move data to or from any
other location because researchers can employ
virtual machines in these settings and apply
processing tools on the data.
•Big data presents numerous security risks, which
get worse when connected to Internet of Things
medical data. The main concern in cloud computing
is big data management security.
CONCLUSION
•Cloud computing makes access to medical records,
privacy, and data protection easier.
•The diagnostics' accuracy and efficiency are
increased with the use of the cloud.
•Cloud computing can identify this illness early on
using new gadgets.
•Cloud computing makes medical job easier by
improving diagnosis, accuracy, treatment, and
imaging resolution.
REFERENCES
1. D. Chowdhury, A. Das, A. Dey, S. Sarkar, A. D. Dwivedi, R. Rao Mukkamala,
and L. Murmu, ‘‘ABCanDroid: A cloud integrated Android app for
noninvasive early breast cancer detection using transfer learning,’’
Sensors, vol. 22, no. 3, p. 832, Jan. 2022.
2. X. Liang, L. Luo, S. Hu, and Y. Li, ‘‘Mapping the knowledge frontiers and
evolution of decision making based on agent-based modeling,’’ Knowl.-
Based Syst., vol. 250, Aug. 2022, Art. no. 108982.
3. W. Zheng and L. Yin, ‘‘Characterization inference based on
jointoptimization of multilayer semantics and deep fusion matching
network,’’ PeerJ Comput. Sci., vol. 8, p. e908, Apr. 2022.
4. W. Zheng, Y. Zhou, S. Liu, J. Tian, B. Yang, and L. Yin, ‘‘A deep fusion
matching network semantic reasoning model,’’ Appl. Sci., vol. 12, no. 7, p.
3416, Mar. 2022.
5. M. Rahimi, N. J. Navimipour, M. Hosseinzadeh, M. H. Moattar, and A.
Darwesh, ‘‘Cloud healthcare services: A comprehensive and systematic
literature review,’’ Trans. Emerg. Telecommun. Technol., vol. 33, Mar.
2022, Art. no. e4473.
cloudcomputinginhealthcare-171118121221_(1)[1].pptx

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cloudcomputinginhealthcare-171118121221_(1)[1].pptx

  • 1. Presented by:- SURENDRA KUMAR 1602220 THE ROLES OF CLOUD BASED SYSTEMS ON CANCER STUDIES
  • 2. Cloud computing definition ⚫ Cloud computing is the delivery of computing services—including servers, storage, databases, networking, software, analytics, and intelligence— over the internet (“the cloud”) to offer faster innovation, flexible resources, and economies of scale. www.cloudcomputingchina.com
  • 3. Advantages of Cloud Computing ⚫Low costs ◦ Outsourcing information reduces amount spent on new technology ◦ Easier to maintain ⚫Interoperability ◦ Access information from anywhere ◦ Can be accessed using different devices
  • 4. Advantages of Cloud Computing ⚫Increases the adoption of Electronic medical records. ⚫Beneficial for small companies ⚫Easy to share information among different organizations and doctors
  • 5. Cloud Deployment in Healthcare Hospital Information Systems Network Vendors Disaster Recovery Systems Data Centers storage Patient Management Billing Radiology/Laboratory services Elecronic helth record Diseser Recovery Remote location Expensive
  • 6. CLASSIFICATION OF CANCERS Six different types of cancer have been treated with cloud computing, according to the conducted analysis. Accordingly, the earlier research has been divided into the following categories for this study. •COLON CANCER Globally, colon cancer is a common cancer. Over the past seven decades, there has been a discernible increase in the incidence of colon and rectal cancers, which now rank second and third, respectively, among the most common cancer types.
  • 8. •LUNG CANCER Lung cancer is classified as either small-cell or big- cell. There are many factors that can lead to lung cancer, including smoking cigarettes actively, passively, using pipes, coming into contact with cigarette smoke, working around chemicals like nickel, chromium, asbestos, and radiation from mines and homes, and being exposed to both internal and external air pollution.
  • 9. •OVARIAN CANCER The fifth leading cause of cancer-related death is ovarian cancer. Among gynecologic malignancies, it has the highest death rate. Each primary histological form of ovarian cancer has unique genetic defects that de-regulate specific signalling pathways in the tumours.
  • 10. •BREAST CANCER Since breast cancer is becoming more common, especially in developing nations, it has become an increasingly important global health issue. It manifests as abnormally developed breast cells that proliferate to form a lump or tumour“. Its early stage is non-invasive, confined to the ducts or lobules of the breast, and does not spread to the healthy tissues.
  • 11. •SKIN CANCER Globally, skin cancer is one of the most common cancer types, and its incidence is rising. Many workers, especially in the construction and agricultural industries, are exposed to UV radiation at work, which can cause skin cancer. In the clinical realm of skin cancer diagnosis, early detection improves the prognosis. Dermatologists typically identify skin cancer.
  • 12. •PROSTATE CANCER In developed countries, prostate cancer is the second most common cause of death for males with cancer. Globally, prostate cancer is the most common type of cancer among older men (over 70). Older males make up a larger portion of the population in industrialised states, this is a major health concern. The two main risk factors are age and family history.
  • 13. METHODS USED FOR CLASSIFICATION OF CANCERS USING CLOUD • Focusing on one such application in the field of IoT together with cloud computing. • Examining cloud computing-based parallel genetic algorithm for gene selection in cancer classification. • Examining cancer detection epigenomics scientific workflow set up in cloud computing, using an IPSO algorithm. • Proposing a cancer prediction model based on mobile healthcare. • Examining image acquisition, processing, storage, and online viewing features.
  • 14. OPEN ISSUES AND FUTURE WORK •Diverse character of these data and their vast dispersion among multiple databases. •It is not necessary to move data to or from any other location because researchers can employ virtual machines in these settings and apply processing tools on the data. •Big data presents numerous security risks, which get worse when connected to Internet of Things medical data. The main concern in cloud computing is big data management security.
  • 15. CONCLUSION •Cloud computing makes access to medical records, privacy, and data protection easier. •The diagnostics' accuracy and efficiency are increased with the use of the cloud. •Cloud computing can identify this illness early on using new gadgets. •Cloud computing makes medical job easier by improving diagnosis, accuracy, treatment, and imaging resolution.
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