Radiology and multi-scale data integration for precision oncology

H Paverd, K Zormpas-Petridis, H Clayton… - NPJ Precision …, 2024 - nature.com
In this Perspective paper we explore the potential of integrating radiological imaging with
other data types, a critical yet underdeveloped area in comparison to the fusion of other multi …

Framework for deep learning based Multi-Modality image registration of snapshot and pathology images

RAL Schoop, LM de Roode, LL de Boer… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Multi-modality image registration is an important task in medical imaging because it allows
for information from different domains to be correlated. Histopathology plays a crucial role in …

[HTML][HTML] Image registration of in vivo micro-ultrasound and ex vivo pseudo-whole mount histopathology images of the prostate: A proof-of-concept study

M Imran, B Nguyen, J Pensa, SM Falzarano… - … Signal Processing and …, 2024 - Elsevier
Early diagnosis of prostate cancer greatly improves a patient's 5-year survival rate. MRI-
guided prostate biopsy, the most accurate diagnostic method, offers high sensitivity but …

Improved ground truth annotation by multimodal image registration from 3D ultrasound to histopathology for resected tongue carcinoma

NM Bekedam, MJA van Alphen, EMV de Cuba… - European Archives of …, 2024 - Springer
Objectives This study's objectives are (1) to investigate the registration accuracy from
intraoperative ultrasound (US) to histopathological images,(2) to assess the agreement and …

Spatial Integration of Multi-Omics Data using the novel Multi-Omics Imaging Integration Toolset

M Wess, MK Andersen, E Midtbust, JCC Guillem… - bioRxiv, 2024 - biorxiv.org
To truly understand the cancer biology of heterogenous tumors in the context of precision
medicine, it is crucial to use analytical methodology capable of capturing the complexities of …