no code implementations • 22 Jan 2024 • John D. Mayfield, Issam El Naqa
Overall variance and mean were not statistically significant (p-value 0. 713), however, time to train was significantly faster for the QCNN-LSTMs (39. 4 sec per fold vs. 224 and 218, respectively, p-value <0. 001).
1 code implementation • 13 Dec 2023 • Dipesh Niraula, Issam El Naqa, Jack Adam Tuszynski, Robert A. Gatenby
Virtually all cells use energy and ion-specific membrane pumps to maintain large transmembrane gradients of Na$^+$, K$^+$, Cl$^-$, Mg$^{++}$, and Ca$^{++}$.
no code implementations • 9 Feb 2022 • Wenbo Sun, Dipesh Niraula, Issam El Naqa, Randall K Ten Haken, Ivo D Dinov, Kyle Cuneo, Judy Jin
The proposed method is demonstrated in a comprehensive dataset where patient-specific information and treatment outcomes are prospectively collected during radiotherapy of $67$ non-small cell lung cancer patients and retrospectively analyzed.
no code implementations • 24 Mar 2017 • Martin Vallières, Emily Kay-Rivest, Léo Jean Perrin, Xavier Liem, Christophe Furstoss, Hugo J. W. L. Aerts, Nader Khaouam, Phuc Felix Nguyen-Tan, Chang-Shu Wang, Khalil Sultanem, Jan Seuntjens, Issam El Naqa
In this work, 1615 radiomic features (quantifying tumour image intensity, shape, texture) extracted from pre-treatment FDG-PET and CT images of 300 patients from four different cohorts were analyzed for the risk assessment of locoregional recurrences (LR) and distant metastases (DM) in head-and-neck cancer.