output
20142024
most citedSpatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations

178 citations

6 papers

eess.IV2024★ 178 cited

Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations

H. Fabelo, S. Ortega, D. Ravi +19

Surgery for brain cancer is a major problem in neurosurgery. The diffuse infiltration into the surrounding normal brain by these tumors makes their accurate identification by the n…

stat.AP2024★ 1 cited

Prospective Prediction of Body Mass Index Trajectories using Multi-task Gaussian Processes

Arthur Leroy, Varsha Gupta, Mya Thway Tint +9

Clinicians often investigate the body mass index (BMI) trajectories of children to assess their growth with respect to their peers, as well as to anticipate future growth and disea…

physics.med-ph2023★ 9 cited

Validated respiratory drug deposition predictions from 2D and 3D medical images with statistical shape models and convolutional neural networks

Josh Williams, Haavard Ahlqvist, Alexander Cunningham +7

For the one billion sufferers of respiratory disease, managing their disease with inhalers crucially influences their quality of life. Generic treatment plans could be improved wit…

stat.ME2022★ 51 cited

Using modified intention-to-treat as a principal stratum estimator for failure to initiate treatment

Brennan C Kahan, Ian R White, Mark Edwards +1

Background: A common intercurrent event affecting many trials is when some participants do not begin their assigned treatment. Many trials use a modified intention-to-treat (mITT)…

physics.med-ph2016★ 19 cited

A Statistical Index for Early Diagnosis of Ventricular Arrhythmia from the Trend Analysis of ECG Phase-portraits

Grazia Cappiello, Saptarshi Das, Evangelos B. Mazomenos +4

In this paper, we propose a novel statistical index for the early diagnosis of ventricular arrhythmia (VA) using the time delay phase-space reconstruction (PSR) technique, from the…

physics.med-ph2014★ 9 cited

A novel approach for the diagnosis of ventricular tachycardia based on phase space reconstruction of ECG

George Koulaouzidis, Saptarshi Das, Grazia Cappiello +3

Ventricular arrhythmias comprise a group of disorders which manifest clinically in a variety of ways from ventricular premature beats (VPB) and no sustained ventricular tachycardia…