output
20192025
most citedQuantum Computing at the Frontiers of Biological Sciences

144 citations

6 papers

physics.med-ph2025★ 2 cited

Millennium Pathways for Tractography: 40 grand challenges to shape the future of tractography

Maxime Descoteaux, Kurt G. Schilling, Dogu Baran Aydogan +44

In the spirit of the historic Millennium Prize Problems that heralded a new era for mathematics, the newly formed International Society for Tractography (IST) has launched the Mill…

cs.LG2024★ 3 cited

Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data

Mohammadreza Ghaffarzadeh-Esfahani, Mahdi Ghaffarzadeh-Esfahani, Arian Salahi-Niri +39

This study compared the performance of classical feature-based machine learning models (CMLs) and large language models (LLMs) in predicting COVID-19 mortality using high-dimension…

gr-qc2023★ 56 cited

Rotating Curved Spacetime Signatures from a Giant Quantum Vortex

Patrik Švančara, Pietro Smaniotto, Leonardo Solidoro +5

Gravity simulators are laboratory systems where small excitations like sound or surface waves behave as fields propagating on a curved spacetime geometry. The analogy between gravi…

quant-ph2019★ 144 cited

Quantum Computing at the Frontiers of Biological Sciences

Prashant S. Emani, Jonathan Warrell, Alan Anticevic +15

The search for meaningful structure in biological data has relied on cutting-edge advances in computational technology and data science methods. However, challenges arise as we pus…

q-bio.NC2019★ 35 cited

The role of node dynamics in shaping emergent functional connectivity patterns in the brain

Michael Forrester, Stephen Coombes, Jonathan J. Crofts +2

The contribution of structural connectivity to functional brain states remains poorly understood. We present a mathematical and computational study suited to assess the structure--…

physics.med-ph2019★ 20 cited

Improved fibre dispersion estimation using b-tensor encoding

Michiel Cottaar, Filip Szczepankiewicz, Matteo Bastiani +4

Measuring fibre dispersion in white matter with diffusion magnetic resonance imaging (MRI) is limited by an inherent degeneracy between fibre dispersion and microscopic diffusion a…