- Yoonjae Choi, KAIST, https://scholar.google.com/citations?user=GUlGIPkAAAAJ&hl=en&oi=sra
- Machine Learning for Healthcare (Spring 2021), https://mp2893.com/course.html
- Universal EHR Federated Learning Framework, https://arxiv.org/abs/2211.07300, github: https://github.com/starmpcc/UniFL
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge, https://arxiv.org/abs/2211.08082
VitalCare, https://www.aitrics.com/product/vitalcare
- https://www.medicaltimes.com/Main/News/NewsView.html?ID=1150977
- https://www.medicaltimes.com/Main/News/NewsView.html?ID=1149358
- https://www.medicaltimes.com/Main/News/NewsView.html?ID=1150235
- https://www.medicaltimes.com/Main/News/NewsView.html?ID=1150016, Advantage of Vital Sign Monitoring Using a Wireless Wearable Device for Predicting Septic Shock in Febrile Patients in the Emergency Department: A Machine Learning-Based Analysis, https://www.mdpi.com/1424-8220/22/18/7054
- [Medical AI] #1 EHR 데이터를 활용한 의료인공지능 모델 개발 파이프라인, https://medium.com/aitrics/vital-care-ehr-%EB%8D%B0%EC%9D%B4%ED%84%B0%EB%A5%BC-%ED%99%9C%EC%9A%A9%ED%95%9C-%EC%9D%98%EB%A3%8C%EC%9D%B8%EA%B3%B5%EC%A7%80%EB%8A%A5-%EB%AA%A8%EB%8D%B8-%EA%B0%9C%EB%B0%9C-%ED%8C%8C%EC%9D%B4%ED%94%84%EB%9D%BC%EC%9D%B8-8849a5f6ab3d
- Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records, https://www.nature.com/articles/s41596-021-00513-5
- PulseDB: A large, cleaned dataset based on MIMIC-III and VitalDB for benchmarking cuff-less blood pressure estimation methods, https://www.frontiersin.org/articles/10.3389/fdgth.2022.1090854/full
- Federated blockchain system (FBS) for the healthcare industry, https://scholar.google.co.kr/scholar?hl=ko&as_sdt=0%2C5&q=Federated+blockchain+system+%28FBS%29+for+the+healthcare+industry&btnG=
- Data availability, https://www.nature.com/articles/s41598-023-29813-4#data-availability
- ShareChain: Blockchain‐enabled model for sharing patient data using federated learning and differential privacy, https://scholar.google.com/scholar?hl=ko&as_sdt=0%2C5&q=ShareChain%3A+Blockchain%E2%80%90enabled+model+for+sharing+patient+data+using+federated+learning+and+differential+privacy&btnG=