Quantitative Imaging: Revolutionizing Cancer Management with biological sensitivity, specificity, and AI integration

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ORIGINAL RESEARCH

Published on 24 Nov 2025

Establishment of a CT-based radiomic feature robustness databank for OPC patients via image perturbation in a multi-institutional study: a practical method to safeguard model generalizability

Yongqiang Wang
Alex Zwanenburg
Jiang Zhang
Xinzhi Teng
Sai-Kit Lam
Jin Cao
Zongrui Ma
Ta Zhou
Yuanpeng Zhang
1 more
Jing Cai

doi 10.3389/fonc.2025.1464884

320 views

ORIGINAL RESEARCH

Published on 18 Jun 2025

Leveraging a foundation model zoo for cell similarity search in oncological microscopy across devices

Gabriel Kalweit
Anusha Klett
Paula Silvestrini
Jens Rahnfeld
Mehdi Naouar
Yannick Vogt
Diana Infante
Rebecca Berger
Jesús Duque-Afonso
7 more
Maria Kalweit

doi 10.3389/fonc.2025.1480384

2,057 views
1 citation

ORIGINAL RESEARCH

Published on 23 May 2025

A deep learning aided bone marrow segmentation of quantitative fat MRI for myelofibrosis patients

Humera Tariq
Lubomir Hadjiiski
Dariya Malyarenko
Moshe Talpaz
Kristen Pettit
Gary D. Luker
Brian D. Ross
Thomas L. Chenevert

doi 10.3389/fonc.2025.1498832

1,584 views

ORIGINAL RESEARCH

Published on 24 Feb 2025

Retrospective BReast Intravoxel Incoherent Motion Multisite (BRIMM) multisoftware study

Dibash Basukala
Artem Mikheev
Xiaochun Li
Judith D. Goldberg
Nima Gilani
Linda Moy
Katja Pinker
Savannah C. Partridge
Debosmita Biswas
4 more
Eric E. Sigmund

doi 10.3389/fonc.2025.1524634

2,262 views
1 citation

ORIGINAL RESEARCH

Published on 19 Feb 2025

Leveraging automated time-lapse microscopy coupled with deep learning to automate colony forming assay

Anusha Klett
Dennis Raith
Paula Silvestrini
Matías Stingl
Jonas Bermeitinger
Avani Sapre
Martin Condor
Roman Melachrinos
Mira Kusterer
5 more
Roland Mertelsmann

doi 10.3389/fonc.2025.1520972

2,071 views
2 citations

ORIGINAL RESEARCH

Published on 19 Feb 2025

Pilot study of an arterial enhancement fraction-based model for progression prediction in HCC undergoing chemoembolization

Bin Chai
Dongqiao Xiang
Guofeng Zhou
Chuansheng Zheng

doi 10.3389/fonc.2025.1489450

1,083 views

ORIGINAL RESEARCH

Published on 17 Feb 2025

TriSwinUNETR lobe segmentation model for computing DIR-free CT-ventilation

Gabriela Roque Oliveira Nomura
Aaron T. Luong
Ananya Prakash
Annabelle Alemand
Tanish Bhowmick
Alisa Ali
Jaimie Ren
Basil Rehani
Girish Nair
2 more
Edward Castillo

doi 10.3389/fonc.2025.1475133

2,132 views

CASE REPORT

Published on 14 Nov 2024

18F-FDG PET/CT detection of primary mammary-like adenocarcinoma of the vulva with multiple metastases: a case report

Qing Song
Yu Gu

doi 10.3389/fonc.2024.1441064

910 views

ORIGINAL RESEARCH

Published on 11 Oct 2024

Evaluating peritumoral and intratumoral radiomics signatures for predicting lymph node metastasis in surgically resectable non-small cell lung cancer

Ran Xu
Kaiyu Wang
Bo Peng
Xiang Zhou
Chenghao Wang
Tong Lu
Jiaxin Shi
Jiaying Zhao
Linyou Zhang

doi 10.3389/fonc.2024.1427743

2,063 views

ORIGINAL RESEARCH

Published on 11 Oct 2024

Habitat-based CT radiomics enhances the ability to predict spread through air spaces in stage T1 invasive lung adenocarcinoma

Xiuhua Peng
Hongxing Zhao
Shiyong Wu
Dan Jia
Miaomiao Hu
Biping Guo
Jinliang Hu

doi 10.3389/fonc.2024.1436189

3,056 views
5 citations

ORIGINAL RESEARCH

Published on 04 Oct 2024

Assessment of synthetic MRI to distinguish Warthin’s tumor from pleomorphic adenoma in the parotid gland: comparison of two methods of positioning the region of interest for synthetic relaxometry measurement

Jiabin Sun
Xinping Kuai
Dawei Huang
Xinghua Ji

doi 10.3389/fonc.2024.1446736

1,381 views

ORIGINAL RESEARCH

Published on 16 Sep 2024

Assessing microvascular invasion in HBV-related hepatocellular carcinoma: an online interactive nomogram integrating inflammatory markers, radiomics, and convolutional neural networks

Yun Zhong
Lingfeng Chen
Fadian Ding
Wenshi Ou

doi 10.3389/fonc.2024.1401095

2,351 views
4 citations

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Frontiers in Oncology

Cancer Imaging and Image-directed Interventions

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Articles

Establishment of a CT-based radiomic feature robustness databank for OPC patients via image perturbation in a multi-institutional study: a practical method to safeguard model generalizability

Leveraging a foundation model zoo for cell similarity search in oncological microscopy across devices

A deep learning aided bone marrow segmentation of quantitative fat MRI for myelofibrosis patients

Retrospective BReast Intravoxel Incoherent Motion Multisite (BRIMM) multisoftware study

Leveraging automated time-lapse microscopy coupled with deep learning to automate colony forming assay

Pilot study of an arterial enhancement fraction-based model for progression prediction in HCC undergoing chemoembolization

TriSwinUNETR lobe segmentation model for computing DIR-free CT-ventilation

18F-FDG PET/CT detection of primary mammary-like adenocarcinoma of the vulva with multiple metastases: a case report

Evaluating peritumoral and intratumoral radiomics signatures for predicting lymph node metastasis in surgically resectable non-small cell lung cancer

Habitat-based CT radiomics enhances the ability to predict spread through air spaces in stage T1 invasive lung adenocarcinoma

Assessment of synthetic MRI to distinguish Warthin’s tumor from pleomorphic adenoma in the parotid gland: comparison of two methods of positioning the region of interest for synthetic relaxometry measurement

Assessing microvascular invasion in HBV-related hepatocellular carcinoma: an online interactive nomogram integrating inflammatory markers, radiomics, and convolutional neural networks

Frontiers in Oncology

Cancer Imaging and Image-directed Interventions