3 papers
q-bio.QM2026
Probabilistic learning to perform pre-onset individualised prediction of disease severity: application to Veno Occlusive Disease
Dalia Chakrabarty, Kane Warrior, Chuqiao Zhang +2
We advance a new probabilistic supervised learning approach that permits reliable, automated, and early individualised prediction of the severity with which a disease will develop…
q-bio.BM2025
Identifying critical residues of a protein using meaningfully-thresholded Random Geometric Graphs
Chuqiao Zhang, Sarath Chandra Dantu, Debarghya Mitra +1
Identification of critical residues of a protein is actively pursued, since such residues are essential for protein function. We present three ways of recognising critical residues…
stat.ML2024
Individualised recovery trajectories of patients with impeded mobility, using distance between probability distributions of learnt graphs
Chuqiao Zhang, Crina Grosan, Dalia Chakrabarty
Patients who are undergoing physical rehabilitation, benefit from feedback that follows from reliable assessment of their cumulative performance attained at a given time. In this p…