Qi Liu

28PUBLICATIONS
157CO-AUTHORS
Modelling and simulationMedical molecular engineering of nucleic acids and proteinsGene and molecular therapyCharacterisation of biological macromoleculesArtificial life and complex adaptive systems
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Publications (28)

|Sep 08, 2026
Artificial Intelligence in Model-Informed Drug Development: Augmentation, Acceleration, and Regulatory Preparation.

|Sep 03, 2026
AI Cautionary Guide: Pitfalls and Strategies for the Use of Machine Learning in Medical Research.

|Aug 05, 2026
Empowering Clinical Development With Disease Progression Modeling: Recommendations From the Clinical Trials Transformation Initiative.

|Dec 12, 2025
Mitigating Limited Data Challenges to Improve Artificial Intelligence Integration in Rare Disease Drug Development.

Atasi Poddar, Gabriel K Innes, Qi Liu

|Dec 12, 2025
Leveraging Artificial Intelligence in Drug and Biological Product Development: An FDA and Clinical Trial Transformation Initiative Workshop Report.

Atasi Poddar, Marsha Samson, Gabriel K Innes

|Oct 23, 2025
Out-of-Distribution Detection as a Risk-Control Strategy for Medical Classification Machine Learning Models.

Chu Weng, Joshua Ward, Wesley Lin

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Frequent Collaborators

6 joint publications

Shiew-Mei Huang

5 joint publications

Ruihao Huang

5 joint publications

Hao Zhu

4 joint publications

Tala H Fakhouri