Quantifying local tumor morphological changes with Jacobian map for prediction of pathologic tumor response to chemo-radiotherapy in locally advanced esophageal …

S Riyahi, W Choi, CJ Liu, H Zhong, AJ Wu… - Physics in Medicine …, 2018 - iopscience.iop.org
We proposed a framework to detect and quantify local tumor morphological changes due to
chemo-radiotherapy (CRT) using a Jacobian map and to extract quantitative radiomic …

Automatic cochlear multimodal 3D image segmentation and analysis using atlas–model-based method

I Al-Dhamari, R Helal, T Abdelaziz… - Cochlear Implants …, 2024 - Taylor & Francis
Objectives To propose an automated fast cochlear segmentation, length, and volume
estimation method from clinical 3D multimodal images which has a potential role in the …

An efficient preconditioner for stochastic gradient descent optimization of image registration

Y Qiao, BPF Lelieveldt, M Staring - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Stochastic gradient descent (SGD) is commonly used to solve (parametric) image
registration problems. In the case of badly scaled problems, SGD, however, only exhibits …

ACIR: automatic cochlea image registration

I Al-Dhamari, S Bauer, D Paulus… - … Imaging 2017: Image …, 2017 - spiedigitallibrary.org
Efficient Cochlear Implant (CI) surgery requires prior knowledge of the cochlea's size and its
characteristics. This information helps to select suitable implants for different patients. To get …

[PDF][PDF] Fast optimization methods for image registration in adaptive radiation therapy

Y Qiao - update, 2017 - scholarlypublications …
Medical imaging has become an indispensable tool in health care for diagnosis, treatment
planning and therapy monitoring. In many cases, medical images are acquired at different …

Automatic intra-subject registration and fusion of multimodal cochlea 3D clinical images

I Al-Dhamari, R Helal, O Morozova, T Abdelaziz… - Plos one, 2022 - journals.plos.org
Background The postoperative imaging assessment of Cochlear Implant (CI) patients is
imperative. The main obstacle is that Magnetic Resonance imaging (MR) is contraindicated …

Non-rigid medical image registration with extended free form deformations: modelling general tissue transitions

R Hua - 2016 - etheses.whiterose.ac.uk
Image registration seeks pointwise correspondences between the same or analogous
objects in different images. Conventional registration methods generally impose continuity …

Registration and analysis of dynamic magnetic resonance image series

R Sandkühler - 2020 - edoc.unibas.ch
Cystic fibrosis (CF) is an autosomal-recessive inherited metabolic disorder that affects all
organs in the human body. Patients affected with CF suffer particularly from chronic …

Automatic Multi-modal Cervical Spine Image Atlas Segmentation: Using Adaptive Stochastic Gradient Descent

I Al-Dhamari, S Bauer, D Paulus - … des Workshops vom 11. bis 13. März …, 2018 - Springer
A personalized medicine has been advanced in different fields of medicine to combat,
control and prevent a number of diseases. In personalized medicine, products are …