AI for Healthcare with Keras and Tensorflow 2.0: Design, Develop, and Deploy Machine Learning Models Using Healthcare Data

Index

A

Accountable care organizations (ACOs)

Adaptive histogram equalization

Adjacency matrices

Anaconda Windows installation

Autoencoders

AutoGraph

AWS Public Dataset program

B

BERT architecture

BERT-QE model

Bidirectional Encoder Representations from Transformers (BERT)

ImageNet movement

input

representation

segment embeddings

token embeddings

training

masked language mModeling

next-sentence prediction

Bi-encoders

Bi-encoder vs. cross-encoder

Biomedical images

C

Center for Medicare and Medicaid Innovation (CMMI)

Center for Medicare and Medicaid Services (CMS)

CLAHE method

Clinically integrated networks (CINs)

Clinical modifications (CM)

Clinical notes

attention

data

DIAGNOSES_ICD

NOTEEVENTS

EHR data

encoder-decoder architecture

HHS

ICD codes

modeling

BERT deep-dive

paying attention ...