Insights Into Imaging

Insights Into Imaging Insights into Imaging is a gold open access journal owned by the European Society of Radiology. Social Media Editor: Roberto Cannella

Insights into Imaging

Insights into Imaging is a gold open access journal owned by the European Society of Radiology and edited by Editor-in-Chief, Paola Clauser. It publishes educational and critical reviews, as well as radiological guidelines and statements from leading European societies. All published articles are freely accessible worldwide which allows for the widest possible dissemination.

24/12/2025

🎁 Radvent Day 24! 🎁

Neuropathic skeletal injuries in kids aren’t just rare curiosities: they show how sensory loss can lead to major joint damage, repeated fractures, and deformities that are easily missed without imaging.

This pictorial review highlights key radiographic, MRI & CT findings to help spot these injuries early and improve care. - Gennaro D'Anna

https://link.springer.com/article/10.1186/s13244-025-02109-z (Virginia Tsapaki et al.)

23/12/2025

🎄✨ Radvent Day 23 — The “Contrast Conundrum” for Kidney Patients ✨🎄

Behind today’s advent door: intravenous iodinated contrast media (ICM) in patients with kidney disease - a classic radiology balancing act! Guidelines exist, but they vary more than holiday cookie recipes. 🍪

https://link.springer.com/article/10.1186/s13244-024-01644-5 (Jingyu Zhong et al.)

🧠📈 A multicenter MRI study (n=184) validated a 2.5D Transformer-based deep learning model for early response prediction ...
22/12/2025

🧠📈 A multicenter MRI study (n=184) validated a 2.5D Transformer-based deep learning model for early response prediction in locally advanced nasopharyngeal carcinoma.

✨ The Transformer and combined clinical–Transformer models outperformed clinical models alone, with the combined model achieving the best test performance (AUC = 0.874).

🎯 These findings support more accurate early response assessment and personalized chemoradiotherapy planning in LA-NPC.

https://link.springer.com/article/10.1186/s13244-025-02142-y (Kexin Shi et al.)

📢 New study in  🔬 In a study of 366 patients, ultrasound-guided microwave ablation (MWA) for uterine fibroids and adenom...
22/12/2025

📢 New study in

🔬 In a study of 366 patients, ultrasound-guided microwave ablation (MWA) for uterine fibroids and adenomyosis showed an overall adverse events rate of 77.3%, significantly higher in adenomyosis.

📊 Adenomyosis and higher symptom severity scores were key risk factors, while moderate-to-severe pain during MWA was strongly linked to adverse events.

https://link.springer.com/article/10.1186/s13244-025-02149-5 (Ruyue Tian et al.)

22/12/2025

🎅 Radvent Day 22! 🎅

Hereditary multiple exostoses: not just bumps on the bones.

This educational review breaks down imaging appearances, complications and when to suspect malignant change - Gennaro D'Anna

https://link.springer.com/article/10.1186/s13244-025-01899-6 (Alvaro Rueda-de-Eusebio et al.)

21/12/2025

🎄✨ Advent Day 21 — Peeking into Tiny Winter Minds ✨🎄

Today’s advent door opens on cranial ultrasound (CUS) in term neonates and infants - the first line for spotting brain surprises in our tiniest patients. - Roberto Cannella

https://link.springer.com/article/10.1186/s13244-025-02031-4 (Caoilfhionn Ní Leidhin et al.)

20/12/2025

☃️ Radvent Day 20 ☃️

Müllerian anomalies demystified!

This review revisits imaging and classification of congenital reproductive tract anomalies; essential reading for MRI-focused diagnosis and precise reporting. Gennaro D'Anna

https://link.springer.com/article/10.1186/s13244-024-01879-2 (Rashmi Dixit et al.)

🌍 Equity, Diversity & Inclusion (EDI) in Radiology: A Call to ActionThe ESR Young  EDI subcommittee highlights inequitie...
19/12/2025

🌍 Equity, Diversity & Inclusion (EDI) in Radiology: A Call to Action

The ESR Young EDI subcommittee highlights inequities affecting women, ethnic minorities, non-binary individuals, and patients with disabilities.

🔹 Ensure workflows serve all patients equitably
🔹 Address gaps in evidence for female and non-white populations
🔹 Audit AI for potential biases

https://link.springer.com/article/10.1186/s13244-025-02144-w (Anagha P. Parkar et al.)

19/12/2025

🎄✨ Advent Day 19 — Spotlight on the Pregnant Liver ✨🎄

Today’s advent window opens on a tricky subject: liver diseases during pregnancy. Some are pregnancy-specific, others are exacerbated by pregnancy, and some are purely coincidental - but all can have serious consequences if missed. - Roberto Cannella

https://link.springer.com/article/10.1186/s13244-024-01622-x (Giorgia Porrello et al.)

🧠📊 Integrated Radiomics–Deep Learning Model for Early Prediction of Thyroid Capsule InvasionIn this multicenter retrospe...
19/12/2025

🧠📊 Integrated Radiomics–Deep Learning Model for Early Prediction of Thyroid Capsule Invasion

In this multicenter retrospective study (n = 964), an integrated model combining peri-tumoral radiomics and intra-tumoral deep learning features achieved high accuracy for early identification of thyroid capsule invasion in PTMC.

🏆 The Swin-Transformer model showed excellent performance (AUC up to 0.923) and significantly enhanced radiologists’ diagnostic accuracy across all experience levels.

https://link.springer.com/article/10.1186/s13244-025-02132-0 (Lin Sui et al.)

18/12/2025

🎄 Radvent Day 18!🎄

The EU AI Act is coming, and radiology must be ready.

In this paper, the ESR lays out key recommendations to help radiology teams, policymakers & healthcare pros implement safe, transparent, and patient-centred AI in imaging. - Gennaro D'Anna

https://link.springer.com/article/10.1186/s13244-025-01905-x (Elmar Kotter et al.)

🩺 Contrast-Enhanced Mammography (CEM)-Guided Biopsy: A Practical MRI AlternativeCEM-guided biopsy allows targeting enhan...
18/12/2025

🩺 Contrast-Enhanced Mammography (CEM)-Guided Biopsy: A Practical MRI Alternative

CEM-guided biopsy allows targeting enhancing breast lesions not visible on conventional imaging, combining dual-energy stereotactic acquisition with intravenous contrast.

🔹 Advantages: Accurate, feasible, and especially useful where MRI access is limited or contraindicated.
🔹 Challenges: Heterogeneous protocols, technical requirements, contrast administration logistics, and reimbursement issues.
🔹 Next steps: Standardized workflows, prospective validation, and structured patient triage are needed for broader adoption.

https://link.springer.com/article/10.1186/s13244-025-02148-6 (Rodrigo Alcantara et al.)

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