What is Deep Learning and how it helps to Healthcare Sector?

1
What is Deep Learning and how it helps to
Healthcare Sector?
2
What is Deep Learning?
Deep Learning is a kind of machine learning
process that uses a layered algorithmic
architecture to analyze the data and make it
easier to train the machines with suitable data
sets and make a fully functional AI model.
3
How Deep Learning is changing the Healthcare
Industry?
Currently deep learning is mainly adopted for
small scale model testing or at research projects
and at pre-commercialized stages. While few of
the promising cases includes innovative
applications for patients, and few of them
surprisingly establish strategies for improving
the end-users experience through IT related
services in healthcare.
4
Imaging Analysis and Ailment Diagnostic

• Conventional neural network (CNNs) is one the
  type of deep learning that is used for analyzing
  the images like X-rays, CT Scan and MRI to
  diagnosis the possible diseases. This neural
  network technology is designed with motive to
  that it will process images, allowing the
  networks to handle the larger images and operate
  with better efficiency.

5
Use of NLP Tools

• Deep learning and neural network, numerous
  natural language processing tools have become
  prevalent in the healthcare industry for
  translating the speech into text or converting
  them into dictation document with accurateness.

6
Drug Research and Precision of Medicine

• Deep learning also works with precision medicine
  and drug discovery agenda to provide a most
  advance medical research systems to developers.
  And to achieve such agenda a huge volume of
  genomic, clinical, population-level and
  healthcare training data with the goal of
  identifying previously unknown associations
  between genes, pharmaceuticals, and physical
  environments is required with right algorithm.

7
Analysis Support

• The role of deep learning in clinical analysis
  for predictive decisions is getting stronger with
  hope of analyzing the variety of health
  conditions of different patients.

8
Large Picture Slide
The Future Scenarios of Deep Learning in
Healthcare The use of deep learning and NLP
Sentiment Analysis with right algorithm will help
to understand casual conversation in a noisy
environment, giving rise to the possibility of
using a comprehensive, intelligent scribe to
support the burden of documentation.
9
THANK YOU
www.cogitotech.com
Cogito Tech LLC
1 [phone]
info_at_cogitotech.com