144 citations
- Harvard UniversityUS7 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS2 papers
- Boston UniversityUS2 papers
- Nottingham Biomedical Research CentreGB2 papers
- Nottingham University Hospitals NHS TrustGB2 papers
- University of NottinghamGB2 papers
- Vanderbilt University Medical CenterUS2 papers
- Boston Children's HospitalUS1 paper
- Brigham and Women's HospitalUS1 paper
- Canadian Institute for Advanced ResearchCA1 paper
- Cardiff UniversityGB1 paper
- CEA Paris-SaclayFR1 paper
9 papers
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…
Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction
WonJin Yoon, Boyu Ren, Spencer Thomas +4
Recent progress in large language models (LLMs) has enabled the automated processing of lengthy documents even without supervised training on a task-specific dataset. Yet, their ze…
Multi-Study R-Learner for Estimating Heterogeneous Treatment Effects Across Studies Using Statistical Machine Learning
Cathy Shyr, Boyu Ren, Prasad Patil +1
Estimating heterogeneous treatment effects (HTEs) is crucial for precision medicine. While multiple studies can improve the generalizability of results, leveraging them for estimat…
Testing unit root non-stationarity in the presence of missing data in univariate time series of mobile health studies
Charlotte Fowler, Xiaoxuan Cai, Justin T. Baker +2
The use of digital devices to collect data in mobile health (mHealth) studies introduces a novel application of time series methods, with the constraint of potential data missing a…
WHOCARES: data-driven WHOle-brain CArdiac signal REgression from highly accelerated simultaneous multi-Slice fMRI acquisitions
Nigel Colenbier, Marco Marino, Giorgio Arcara +4
Cardiac pulsation is a physiological confound of functional magnetic resonance imaging (fMRI) time-series that introduces spurious signal fluctuations in proximity to blood vessels…
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…