Biography
Josh is a South African doctor undertaking a DPhil in Engineering Science in the CHI Lab under the supervision of Professor David Clifton and Professor Chris Butler. He is interested in the development of medical AI tools that are guided by clinical need and utility. Josh has experience in modelling HIV and cancer risk using traditional statistics and machine learning based approaches and is passionate about the use of multimodal data in deep learning to better capture complex medical risk, with a current interest in the use of high throughput omics data. Josh is reading at Jesus College and is funded by a Rhodes Scholarship.
Most Recent Publications
AI-based analysis reveals novel blood protein biomarkers for predicting cardiac amyloidosis approximately a decade early: A UK biobank study
AI-based analysis reveals novel blood protein biomarkers for predicting cardiac amyloidosis approximately a decade early: A UK biobank study
AI-based analysis reveals novel blood protein biomarkers for predicting cardiac amyloidosis approximately a decade early: A UK biobank study
AI-based analysis reveals novel blood protein biomarkers for predicting cardiac amyloidosis approximately a decade early: A UK biobank study
Characteristics of Individuals with Advanced HIV Disease and Risk Factors for Mortality in a Contemporary Cohort in South Africa.
Characteristics of Individuals with Advanced HIV Disease and Risk Factors for Mortality in a Contemporary Cohort in South Africa.
Bridging the generalisation gap: synthetic data generation for multi-site clinical model validation
Bridging the generalisation gap: synthetic data generation for multi-site clinical model validation
Dysregulated immune proteins in plasma in the UK Biobank predict Multiple Myeloma 12 years before clinical diagnosis
Dysregulated immune proteins in plasma in the UK Biobank predict Multiple Myeloma 12 years before clinical diagnosis
Research Interests
- Survival analysis
- Deep learning
- Clinical decision support
Research Groups
Related Academics
Most Recent Publications
AI-based analysis reveals novel blood protein biomarkers for predicting cardiac amyloidosis approximately a decade early: A UK biobank study
AI-based analysis reveals novel blood protein biomarkers for predicting cardiac amyloidosis approximately a decade early: A UK biobank study
AI-based analysis reveals novel blood protein biomarkers for predicting cardiac amyloidosis approximately a decade early: A UK biobank study
AI-based analysis reveals novel blood protein biomarkers for predicting cardiac amyloidosis approximately a decade early: A UK biobank study
Characteristics of Individuals with Advanced HIV Disease and Risk Factors for Mortality in a Contemporary Cohort in South Africa.
Characteristics of Individuals with Advanced HIV Disease and Risk Factors for Mortality in a Contemporary Cohort in South Africa.
Bridging the generalisation gap: synthetic data generation for multi-site clinical model validation
Bridging the generalisation gap: synthetic data generation for multi-site clinical model validation
Dysregulated immune proteins in plasma in the UK Biobank predict Multiple Myeloma 12 years before clinical diagnosis
Dysregulated immune proteins in plasma in the UK Biobank predict Multiple Myeloma 12 years before clinical diagnosis
