Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology.
Sai Chowdary GullapallyYibo ZhangNitin Kumar MittalDeeksha KartikSandhya SrinivasanKevin RoseDaniel ShenkerDinkar JuyalHarshith PadigelaRaymond BijuVictor MindenChirag MaheshwariMarc ThibaultZvi GoldsteinLuke NovakNidhi ChandraJustin LeeAaditya PrakashChintan ShahJohn AbelDarren FahyAmaro Taylor-WeinerAnand SampatPublished in: CoRR (2023)
Keyphrases
- mathematical model
- image processing
- experimental data
- probabilistic model
- em algorithm
- statistical model
- decision making
- domain independent
- objective function
- prior knowledge
- markov chain
- computational model
- domain models
- real time
- network model
- neural network model
- process model
- multi agent systems
- decision trees
- feature selection
- machine learning
- data sets