Researcher

Dr Juan Quiroz Aguilera

Biography

Juan Quiroz is a Research Fellow at the Centre for Big Data Research in Health (CBDRH) at UNSW Australia. His research focuses on causal inference of observational data, machine learning for health applications, and leveraging machine learning for mental health applications.


My Qualifications

University of Nevada, Reno

Computer Science and Engineering

PhD (2010)

University of Nevada, Reno

Computer Science

MS...view more

Juan Quiroz is a Research Fellow at the Centre for Big Data Research in Health (CBDRH) at UNSW Australia. His research focuses on causal inference of observational data, machine learning for health applications, and leveraging machine learning for mental health applications.


My Qualifications

University of Nevada, Reno

Computer Science and Engineering

PhD (2010)

University of Nevada, Reno

Computer Science

MS (2007)

University of Nevada, Reno

Mathematics and Computer Science

BS (2005)


My Research Supervision


Supervision keywords


Areas of supervision

I am looking for students with an interest in applying machine learning for healthcare. Topics explored in my research group include: causal inference of medical data, deep learning for medical survival analysis, time-series prediction of clinical events from patient history, patient safety issues resulting from machine learning models, bias in machine learning models for healthcare, interpretability of deep learning models for doctor and patient decision making, transfer learning for healthcare applications, and machine learning for mental health and addiction. 

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Location

Level 2
AGSM Building (G27)
Gate 11 Botany St
Kensington Campus
UNSW Australia 2052

Contact