Research
Public research lines. In-progress manuscripts are omitted.
Cognitive Subtypes
- MoCA phenotypes. Machine-learning models subtype MCI from Montreal Cognitive Assessment domain profiles.
- Cascade tiers. Cascade analysis puts cognitive decline into ordered tiers for progression prediction.
Other programs
- Colorectal subtypes. A 62-gene panel and polar CMS tool for colorectal molecular subtypes.
- EFM RCT. Recovery after electronic fetal monitoring changes.
- COVID-19 vaccine effectiveness. Case-control and cohort design for booster policy.
- Chemistry education. A dissolution calorimetry and acid-base titration experiment for five white solids.
- Spinal MRI. A deep-learning U-Net pipeline segments spinal MRI.
Program map
Program history and published records. The thumbnails above and the shapes in this map are generic. They carry no numbers.
Blue: public tool. Orange: internal tool. Green: peer-reviewed journal.
MoCA phenotypes
Colorectal subtypes
- 2020 Thesis start. Undergraduate
- 2021 Oral + poster. STT47
- 2021 Thesis. After STT47 poster
- 2022 Public tool. CRCPolarCMS
- 2023 Journal cover. MCR 62-gene panel
EFM recovery
Vaccine effectiveness
- 2022-2023 Analysis. Vaccine program
- 2022-2023 Internal tool. Vaccine program
- 2022-2023 Training. Ministry of Public Health
- 2024 Journal. IJID booster cohort
Spinal MRI
- 2021 Internal tool. Spinal MRI
Chemistry education
- 2018 Prototyping. Chemistry education
- 2020 Journal. Five white solids