1D	one-dimensional
2D	two-dimensional
aCLL	accelerated chronic lymphocytic leukemia
ADNI	Alzheimer’s Disease Neuroimaging Initiative
AI	Artificial Intelligence
AIBL	Australian Imaging, Biomarker and Lifestyle Flagship Study of Ageing
AIS	acute ischemic stroke
AF	atrial fibrillation
ANN	artificial neural network
AS	aortic stenosis
ASAP	atypical small acinar proliferation
AVB	atrioventricular block
AZA	azacitidine
BIDMC	Beth Israel Deaconess Medical Center
CAE	convolutional autoencoder
CDA	congenital dyserythropoietic anemia
CLL	chronic lymphocytic leukemia
CNN	convolutional neural network
CPCT	chest-pain computed tomography
CRISP-DM	cross-industry standard process for data mining
CWT	continuous wavelet transform
DBN	discrete Bayesian network
DCNN	deep convolutional neural network
DHS	dehydrated hereditary stomatocytosis
DL	deep learning
DNN	deep neural network
EAR	ectopic atrial rhythm
ECG	electrocardiogram
EEG	electroencephalogram
eGFR	estimated glomerular filtration rate
EHR	electronic health record
EmA	endomysial autoantibody
FCD	focal cortical dysplasia
FCN	fully convolutional network
FFRCT	computed tomography-derived fractional flow reserve
FHS	Framingham Heart Study
FM	Formal Methods
GENFI	Genetic Frontotemporal dementia Initiative
GFR	glomerular filtration rate
H&E	hematoxylin and eosin
HS	hereditary spherocytosis
IC	intensive chemotherapy
IDEA	Intraoperative Data Embedded Analytics
IED	interictal epileptiform discharges
IRIDA	iron-refractory iron-deficiency anemia
IVR	idioventricular rhythm
KNN	K-nearest neighbors
LightGBM	light gradient boosted machine
LSTM	long short-term memory
LV	left ventricle
MFCCs	Mel-frequency cepstral coefficients
ML	machine learning
MLR	multivariable logistic regression
MRI	magnetic resonance imaging
NACC	National Alzheimer’s Coordinating Center
NAFLD	nonalcoholic fatty liver disease
NB	Naïve Bayes
NLP	multilayer perceptron
NN	neural network
MR	magnetic resonance
PAS	periodic acid-Schiff
PCs	proliferation centers
PsA	psoriatic arthritis
PsC	cutaneous-only psoriasis
RCNN	region convolutional neural network
RNN	recurrent neural network
RT	Richter transformation
RV	right ventricle
SAPS	simplified acute physiology score
SCA	sudden cardiac arrest
STFT	short-time Fourier transform
SuStaIn	Subtype and Stage Interference
SVM	support vector machine
SVT	supraventricular tachycardia
THA	total hip arthroplasty
TNM	tumor, nodes, and metastases
tTG-DGP	tissue transglutaminase-deamidated gliadin peptides
VF	ventricular fibrillation
XGBoost	extreme gradient boosting