Dr. Renjie Hu’s group in the Machine Learning and Healthcare Lab at the University of Houston is now hiring Ph.D. students with RAship and financial support. Dr. Hu is looking for self-motivated PhD students to work on machine learning and deep learning. Dr. Hu’s group works on developing new machine learning (ML) and deep learning (DL) algorithms and advancing the research in healthcare and other fields with ML/DL.
Recently he is focusing on building trust AI and explainable AI for healthcare professionals. The research interests of Dr.Hu’s group include:
Machine Learning/Deep Learning.
Dimensionality reduction and Visualization.
Explainable AI/ML.
Missing/Incomplete data in healthcare.
Multi-modal data in healthcare.
Anomaly detection.
Neural architecture search.
Federated learning.
Nurse’s fatigue, sleeping quality and medication errors.
Skin cancer.
EEG.
Traffic and car crash predictions.
1. Bachelor's or Master’s degree in Computer Science/Engineering, Electrical Engineering, or any equivalent degree.
2. Solid background in statistics, linear algebra or optimization.
3. Strong programming skills in Python, C, C++ or MATLAB.
3. Strong interests or past experience in machine learning.
4. GRE score.
5. TOEFL/IELTS scores.
6. Self-motivated, persistent, and mentally stable.
If you are interested, please send copies of your CV, undergraduate and graduate transcripts, publications (if any), GRE and TOEFL or IELTS scores to: rhu7@uh.edu