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Artificial Intelligence for Healthcare: Machine Learning and Diagnostics
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Rishabha Malviya

Summary Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

The book Artificial Intelligence for Machine Learning and Diagnostics explores how AI and machine learning are reshaping healthcare, focusing on diagnosis, patient care, and treatment across

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The book Artificial Intelligence for Machine Learning and Diagnostics explores how AI and machine learning are reshaping healthcare, focusing on diagnosis, patient care, and treatment across various specialties. It covers AI applications in fields such as cardiovascular care, orthopedics, emergency medicine, ENT, and remote patient monitoring. Additionally, the book discusses AI’s transformative role in brain tumor surgery, dentistry, and elder care, showcasing its power to personalize therapies, predict outcomes, and enhance outpatient efficiency. Key chapters examine AI in pathology, specifically in image analysis and digital pathology, and its expanding influence in maternal and fetal health. This essential guide provides healthcare practitioners, researchers, clinical experts, and students with insights into AI’s practical uses and future potential, serving as a valuable reference for AI-driven diagnostic advancements and healthcare solutions.

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Episode list

Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Chapter 1

Rishabha Malviya
36:25 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

The field of AI is likely to make a lot of progress and grow over the next

Rishabha Malviya
39:42 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Linear classifiers possess the desirable qualities of interpretability and

Rishabha Malviya
35:29 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

ML constitutes a subset of AI wherein models are trained to anticipate

Rishabha Malviya
49:05 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Bipolar hemiarthroplasty versus total hip arthroplasty in

Rishabha Malviya
37:07 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

The performance evaluation was conducted using the feature importance

Rishabha Malviya
34:46 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Emerging patient monitoring algorithms possess the capability to analyze

Rishabha Malviya
48:42 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Shape and texture aware facial expression recognition using

Rishabha Malviya
36:24 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Development and validation of a deep learning system for

Rishabha Malviya
44:24 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

The accomplishment was attained through white light as well as narrow-

Rishabha Malviya
39:31 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

AI employs complex algorithms to combine different methods to analyze

Rishabha Malviya
34:32 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

An increasing level of attention has been noted in the field of ML as it

Rishabha Malviya
49:51 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Computer-assisted versus manual planning for stereotactic brain

Rishabha Malviya
47:58 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Radiographs and pictures taken by intraoral scanners and cameras have a lot

Rishabha Malviya
29:28 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Three-dimensional semi-automated volumetric assessment of

Rishabha Malviya
47:44 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Researchers have found that health facilities can handle more patients when

Rishabha Malviya
44:06 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Chaotic genetic algorithm and Adaboost ensemble

Rishabha Malviya
38:51 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

The acquisition of complete knowledge serves the objective of enhancing

Rishabha Malviya
44:15 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Suitability of healthcare robots for a dementia unit and

Rishabha Malviya
36:36 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

In situations where conventional wisdom indicates that an oral glucose

Rishabha Malviya
43:53 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Despite the abundance of data-generating sources in the domain of

Rishabha Malviya
34:09 mins
Artificial Intelligence for Healthcare: Machine Learning and Diagnostics

Efforts are currently underway to develop effective CAP diagnosis tools

Rishabha Malviya
7:48 mins
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