output
20152024
most citedDisease Progression Modeling and Prediction through Random Effect Gaussian Processes and Time Transformation

142 citations

6 papers

q-bio.NC2024★ 14 cited

TMS-EEG Reliability: Bridging the Gap to Clinical Use

Giacomo Bertazzoli, Carlo Miniussi, Petro Julkunen +1

Concurrent transcranial magnetic stimulation (TMS) and electroencephalography (EEG), or TMS-EEG, holds the potential to broaden the clinical applications of TMS beyond its traditio…

q-bio.OT2023★ 60 cited

The Past, Present, and Future of the Brain Imaging Data Structure (BIDS)

Russell A. Poldrack, Christopher J. Markiewicz, Stefan Appelhoff +111

The Brain Imaging Data Structure (BIDS) is a community-driven standard for the organization of data and metadata from a growing range of neuroscience modalities. This paper is mean…

cs.CL2023★ 9 cited

Advancing Italian Biomedical Information Extraction with Transformers-based Models: Methodological Insights and Multicenter Practical Application

Claudio Crema, Tommaso Mario Buonocore, Silvia Fostinelli +10

The introduction of computerized medical records in hospitals has reduced burdensome activities like manual writing and information fetching. However, the data contained in medical…

cs.CL2022★ 28 cited

Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models

Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi +2

In the era of digital healthcare, the huge volumes of textual information generated every day in hospitals constitute an essential but underused asset that could be exploited with…

stat.AP2017★ 142 cited

Disease Progression Modeling and Prediction through Random Effect Gaussian Processes and Time Transformation

Marco Lorenzi, Maurizio Filippone, Daniel C. Alexander +1

The development of statistical approaches for the joint modelling of the temporal changes of imaging, biochemical, and clinical biomarkers is of paramount importance for improving…

cs.DB2015★ 8 cited

Traceability and Provenance in Big Data Medical Systems

Richard McClatchey, Jetendr Shamdasani, Andrew Branson +2

Providing an appropriate level of accessibility to and tracking of data or process elements in large volumes of medical data, is an essential requirement in the Big Data era. Resea…