A survey of methods for 3D histology reconstruction

J Pichat, JE Iglesias, T Yousry, S Ourselin… - Medical image analysis, 2018 - Elsevier
Histology permits the observation of otherwise invisible structures of the internal topography
of a specimen. Although it enables the investigation of tissues at a cellular level, it is invasive …

Is it time to consider a role for MRI before prostate biopsy?

HU Ahmed, A Kirkham, M Arya, R Illing… - Nature reviews Clinical …, 2009 - nature.com
The use of MRI in prostate cancer management is controversial and current guidelines
underplay its role. Technological advances over the past 5 years, however, demand a re …

Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images

K He, W Zhao, X Xie, W Ji, M Liu, Z Tang, Y Shi, F Shi… - Pattern recognition, 2021 - Elsevier
Understanding chest CT imaging of the coronavirus disease 2019 (COVID-19) will help
detect infections early and assess the disease progression. Especially, automated severity …

DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting

Y Ou, A Sotiras, N Paragios, C Davatzikos - Medical image analysis, 2011 - Elsevier
A general-purpose deformable registration algorithm referred to as “DRAMMS” is presented
in this paper. DRAMMS bridges the gap between the traditional voxel-wise methods and …

Comparative evaluation of registration algorithms in different brain databases with varying difficulty: results and insights

Y Ou, H Akbari, M Bilello, X Da… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Evaluating various algorithms for the inter-subject registration of brain magnetic resonance
images (MRI) is a necessary topic receiving growing attention. Existing studies evaluated …

Edge-preserving MRI image synthesis via adversarial network with iterative multi-scale fusion

Y Luo, D Nie, B Zhan, Z Li, X Wu, J Zhou, Y Wang… - Neurocomputing, 2021 - Elsevier
Magnetic resonance imaging (MRI) is a major imaging technique for studying
neuroanatomy. By applying different pulse sequences and parameters, different modalities …

Multi-task weakly-supervised attention network for dementia status estimation with structural MRI

C Lian, M Liu, L Wang, D Shen - IEEE transactions on neural …, 2021 - ieeexplore.ieee.org
Accurate prediction of clinical scores (of neuropsychological tests) based on noninvasive
structural magnetic resonance imaging (MRI) helps understand the pathological stage of …

Elastic registration of multimodal prostate MRI and histology via multiattribute combined mutual information

J Chappelow, BN Bloch, N Rofsky, E Genega… - Medical …, 2011 - Wiley Online Library
Purpose: By performing registration of preoperative multiprotocolin vivo magnetic resonance
(MR) images of the prostate with corresponding whole‐mount histology (WMH) sections …

Decision support system for localizing prostate cancer based on multiparametric magnetic resonance imaging

V Shah, B Turkbey, H Mani, Y Pang, T Pohida… - Medical …, 2012 - Wiley Online Library
Purpose: There is a growing need to localize prostate cancers on magnetic resonance
imaging (MRI) to facilitate the use of image guided biopsy, focal therapy, and active …

Asymmetric multi-task attention network for prostate bed segmentation in computed tomography images

X Xu, C Lian, S Wang, T Zhu, RC Chen, AZ Wang… - Medical image …, 2021 - Elsevier
Post-prostatectomy radiotherapy requires accurate annotation of the prostate bed (PB), ie,
the residual tissue after the operative removal of the prostate gland, to minimize side effects …