Allison Clarke

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Outcome Prediction

Metric Learning

Cancer Patients

Open Innovation

Top Venues

Publications

Yang Wang, Xueping Peng, Tao Shen, Allison Clarke, Clement Schlegel, Paul Martin, Guodong Long
Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in EHR Understanding. ADMA (3) (2023)
Leah Gerrard, Xueping Peng, Allison Clarke, Guodong Long
Multi-level Transformer for Cancer Outcome Prediction in Large-Scale Claims Data. ADMA (3) (2023)
Leah Gerrard, Xueping Peng, Allison Clarke, Clement Schlegel, Jing Jiang
Predicting Outcomes for Cancer Patients with Transformer-Based Multi-task Learning. AI (2022)
Yang Wang, Xueping Peng, Allison Clarke, Clement Schlegel, Jing Jiang
Machine Teaching-Based Efficient Labelling for Cross-unit Healthcare Data Modelling. AI (2022)
Guodong Long, Tao Shen, Yue Tan, Leah Gerrard, Allison Clarke, Jing Jiang
Federated Learning for Privacy-Preserving Open Innovation Future on Digital Health. CoRR (2021)
Ming Xie, Jing Jiang, Tao Shen, Yang Wang, Leah Gerrard, Allison Clarke
A Green Pipeline for Out-of-Domain Public Sentiment Analysis. ADMA (2021)
Yang Wang, Guodong Long, Xueping Peng, Allison Clarke, Robin Stevenson, Leah Gerrard
Interactive Deep Metric Learning for Healthcare Cohort Discovery. AusDM (2019)