Discovery and Clinical Decision Support for Personalized Healthcare

By Jinsung Yoon, C. Davtyan, Mihaela van der Schaar. 2017

79 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Molecular Biology

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. James Jordon
2. Mihaela van der Schaar
3. Jinsung Yoon
4. Ahmed M. Alaa
5. Ioana Bica
6. Jes Frellsen
7. Pierre-Alexandre Mattei

In Molecular Biology

1. Mihaela van der Schaar
2. Jinsung Yoon
3. James Jordon

Citations in the corpus

• Learning Optimal Policies from Observational Data (2018, unknown): “Breast cancer dataset: The dataset includes 10, 000 records of breast cancer patients participating in the National Surgical Adjuvant Breast and Bowel Project (NSABP); see (Yoon et al., 2016).”
• GAIN: Missing Data Imputation using Generative Adversarial Nets (2018, background): “In the medical domain, the respiratory rate of a patient may not have been measured (perhaps because it was deemed unnecessary/unimportant) or accidentally not recorded (Yoon et al., 2017; Alaa et al., 2018).”