Are we there yet? The value of deep learning in a multicenter setting for response prediction of locally advanced rectal cancer to neoadjuvant chemoradiotherapy

BD Wichtmann, S Albert, W Zhao, A Maurer, C Rödel… - Diagnostics, 2022 - mdpi.com
This retrospective study aims to evaluate the generalizability of a promising state-of-the-art
multitask deep learning (DL) model for predicting the response of locally advanced rectal …

Dynamic contrast-enhanced magnetic resonance imaging in locally advanced rectal cancer: role of perfusion parameters in the assessment of response to treatment

M Ciolina, D Caruso, D De Santis, M Zerunian… - La radiologia …, 2019 - Springer
Purpose To correlate dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI)
parameters to tumor grading and to assess their reliability in predicting pathological …

A modified two-compartment model for measurement of renal function using dynamic contrast-enhanced computed tomography

K Jiang, CM Ferguson, A Abumoawad, A Saad… - PLoS …, 2019 - journals.plos.org
Objectives To validate and adapt a modified two-compartment model, originally developed
for magnetic resonance imaging, for measuring human single-kidney glomerular filtration …

Improved detection of a tumorous involvement of the mesorectal fascia and locoregional lymph nodes in locally advanced rectal cancer using DCE-MRI

M Armbruster, M D'Anastasi, V Holzner… - International journal of …, 2018 - Springer
Purpose The prediction of an infiltration of the mesorectal fascia (MRF) and malignant lymph
nodes is essential for treatment planning and prognosis of patients with rectal cancer. The …

Quality‐based pharmacokinetic model selection on DCE‐MRI for characterizing orbital lesions

A Lecler, D Balvay, CA Cuenod… - Journal of Magnetic …, 2019 - Wiley Online Library
Background Although several studies have evaluated dynamic contrast‐enhanced (DCE)
MRI in the orbit, showing its utility when detecting and diagnosing orbital lesions, none have …

Graft assessment of the ex vivo perfused porcine kidney using hyperpolarized [1‐13C]pyruvate

CØ Mariager, ESS Hansen, SK Bech… - Magnetic …, 2020 - Wiley Online Library
Purpose Normothermic perfusion is an emerging strategy for donor organ preservation and
therapy, incited by the high worldwide demand for organs for transplantation …

Variability and Reproducibility of 3rd-generation dual-source dynamic volume perfusion CT Parameters in Comparison to MR-perfusion Parameters in Rectal Cancer

S Sudarski, T Henzler, T Floss, T Gaa, M Meyer… - Scientific reports, 2018 - nature.com
To compare in patients with untreated rectal cancer quantitative perfusion parameters
calculated from 3rd-generation dual-source dynamic volume perfusion CT (dVPCT) with 3 …

Feasibility of quantitative MR-perfusion imaging to monitor treatment response after uterine artery embolization (UAE) in symptomatic uterus fibroids

M Sadick, J Richers, B Tuschy, LR Schad… - Magnetic Resonance …, 2019 - Elsevier
Introduction In 25% of women, symptomatic uterus myomas are diagnosed with clinical and
functional impairment ranging from abdominal and pelvic pain to dys-and hypermenorrhea …

Deterministic Arterial Input Function selection in DCE-MRI for automation of quantitative perfusion calculation of colorectal cancer

C Tönnes, S Janssen, AK Golla, T Uhrig… - Magnetic resonance …, 2021 - Elsevier
Abstract Development of a deterministic algorithm for automated detection of the Arterial
Input Function (AIF) in DCE-MRI of colorectal cancer. Using a filter pipeline to determine the …

A free time point model for dynamic contrast enhanced exploration

L Julie, D Ikram, PL Mailyn, L Augustin, B Afef… - Magnetic Resonance …, 2021 - Elsevier
Abstract Dynamic-Contrast-Enhanced (DCE) Imaging has been widely studied to
characterize microcirculatory disorders associated with various diseases. Although …