Combining explainable machine learning, demographic and multi-omic data to inform precision medicine strategies for inflammatory bowel disease
- 2022
- PLoS ONE
Publications
72 results at PLoS ONE
Spatial protein heterogeneity analysis in frozen tissues to evaluate tumor heterogeneity
- Anna Fomitcheva Khartchenko
- Maria Anna Rapsomaniki
- et al.
- 2021
- PLoS ONE
Correlation of national and healthcare workers COVID-19 infection data; implications for large-scale viral testing programs
- Dan Wu
- Pól Mac Aonghusa
- et al.
- 2021
- PLoS ONE
Parkinson’s disease medication state and severity assessment based on coordination during walking
- Carla Agurto
- Stephen Heisig
- et al.
- 2021
- PLoS ONE
Optimal periodic closure for minimizing risk in emerging disease outbreaks
- Jason Hindes
- Simone Bianco
- et al.
- 2021
- PLoS ONE
Dreaming during the Covid-19 pandemic: Computational assessment of dream reports reveals mental suffering related to fear of contagion
- Natália Bezerra Mota
- Janaina Weissheimer
- et al.
- 2020
- PLoS ONE
Increasing tendency of urine protein is a risk factor for rapid EGFR decline in patients with CKD: A machine learning-based prediction model by using a big database
- Daijo Inaguma
- Akimitsu Kitagawa
- et al.
- 2020
- PLoS ONE
A framework for gene mapping in wheat demonstrated using the Yr7 yellow rust resistance gene
- Laura-Jayne Gardiner
- Pauline Bansept-Basler
- et al.
- 2020
- PLoS ONE
Pan-cancer analysis of somatic mutations and epigenetic alterations in insulated neighbourhood boundaries
- Pietro Pinoli
- Eirini Stamoulakatou
- et al.
- 2020
- PLoS ONE
Model order reduction for left ventricular mechanics via congruency training
- Paolo Di Achille
- Jaimit Parikh
- et al.
- 2020
- PLoS ONE