Roberto Cannella
@cannellaroberto.bsky.social
Assistant Professor (RTDB) UNIPA - Radiologist - University of Palermo 🇮🇹 - #SoMe for @insightsimaging.bsky.social EsgarSociety EuSoMII - #liver #HCC #LIRADS #AI #radsky #medsky
Pinned
The new METRICS-E3 resource, developed by EuSoMII Radiomics Auditing Group, provides:
✅ Detailed guidance for METRICS use
✅ >200 real + hypothetical examples
✅ Recommendations to improve rigor & reproducibility
(Kocak et al.)
#InsightsintoImaging
insightsimaging.springeropen.com/articles/10....
✅ Detailed guidance for METRICS use
✅ >200 real + hypothetical examples
✅ Recommendations to improve rigor & reproducibility
(Kocak et al.)
#InsightsintoImaging
insightsimaging.springeropen.com/articles/10....
Reposted by Roberto Cannella
🕯️ Day 6 of Radvent! 🕯️
"Ever escaped from a radiology room? 🔐🩻
This paper shows how a radiology themed escape room turned image interpretation, teamwork and clinical decision making into a high engagement learning game for >900 participants" - Gennaro D'Anna
"Ever escaped from a radiology room? 🔐🩻
This paper shows how a radiology themed escape room turned image interpretation, teamwork and clinical decision making into a high engagement learning game for >900 participants" - Gennaro D'Anna
December 6, 2025 at 12:01 PM
🕯️ Day 6 of Radvent! 🕯️
"Ever escaped from a radiology room? 🔐🩻
This paper shows how a radiology themed escape room turned image interpretation, teamwork and clinical decision making into a high engagement learning game for >900 participants" - Gennaro D'Anna
"Ever escaped from a radiology room? 🔐🩻
This paper shows how a radiology themed escape room turned image interpretation, teamwork and clinical decision making into a high engagement learning game for >900 participants" - Gennaro D'Anna
Reposted by Roberto Cannella
It's the 5th day of our #InsightsintoImaging Radvent calendar!
🎄✨ Unwrapping Rim Arterial Phase Hyperenhancement ✨🎄
"Today’s advent topic reveals a “bright ring” often spotted on contrast-enhanced CT and MRI: rim arterial phase hyperenhancement (rim-APHE)." - Roberto Cannella
🎄✨ Unwrapping Rim Arterial Phase Hyperenhancement ✨🎄
"Today’s advent topic reveals a “bright ring” often spotted on contrast-enhanced CT and MRI: rim arterial phase hyperenhancement (rim-APHE)." - Roberto Cannella
December 5, 2025 at 12:01 PM
It's the 5th day of our #InsightsintoImaging Radvent calendar!
🎄✨ Unwrapping Rim Arterial Phase Hyperenhancement ✨🎄
"Today’s advent topic reveals a “bright ring” often spotted on contrast-enhanced CT and MRI: rim arterial phase hyperenhancement (rim-APHE)." - Roberto Cannella
🎄✨ Unwrapping Rim Arterial Phase Hyperenhancement ✨🎄
"Today’s advent topic reveals a “bright ring” often spotted on contrast-enhanced CT and MRI: rim arterial phase hyperenhancement (rim-APHE)." - Roberto Cannella
Reposted by Roberto Cannella
🎁 Day 4 of Radvent 🎁
How do referring physicians really feel about AI in radiology?
This Insights into Imaging paper shows generally positive attitudes, but trust hinges on transparency, clear liability, and strong data protection. - Gennaro D'Anna
link.springer.com/article/10.1... (Gotta et al)
How do referring physicians really feel about AI in radiology?
This Insights into Imaging paper shows generally positive attitudes, but trust hinges on transparency, clear liability, and strong data protection. - Gennaro D'Anna
link.springer.com/article/10.1... (Gotta et al)
December 4, 2025 at 12:01 PM
🎁 Day 4 of Radvent 🎁
How do referring physicians really feel about AI in radiology?
This Insights into Imaging paper shows generally positive attitudes, but trust hinges on transparency, clear liability, and strong data protection. - Gennaro D'Anna
link.springer.com/article/10.1... (Gotta et al)
How do referring physicians really feel about AI in radiology?
This Insights into Imaging paper shows generally positive attitudes, but trust hinges on transparency, clear liability, and strong data protection. - Gennaro D'Anna
link.springer.com/article/10.1... (Gotta et al)
Reposted by Roberto Cannella
🎄❄️ Advent Day 3 ❄️: Unwrapping the Mystery of Multiple Lung Nodules ❄️🎄
"Behind today’s advent “window” is a reminder that not all multiple lung nodules are metastasis — even when there’s a known cancer history." - Roberto Cannella
link.springer.com/article/10.1... (Esra Akçiçek et al.)
"Behind today’s advent “window” is a reminder that not all multiple lung nodules are metastasis — even when there’s a known cancer history." - Roberto Cannella
link.springer.com/article/10.1... (Esra Akçiçek et al.)
December 3, 2025 at 1:02 PM
🎄❄️ Advent Day 3 ❄️: Unwrapping the Mystery of Multiple Lung Nodules ❄️🎄
"Behind today’s advent “window” is a reminder that not all multiple lung nodules are metastasis — even when there’s a known cancer history." - Roberto Cannella
link.springer.com/article/10.1... (Esra Akçiçek et al.)
"Behind today’s advent “window” is a reminder that not all multiple lung nodules are metastasis — even when there’s a known cancer history." - Roberto Cannella
link.springer.com/article/10.1... (Esra Akçiçek et al.)
Reposted by Roberto Cannella
🎁 Time for the second day of Radvent! 🎁
"Immunotherapy in brain metastases isn’t just ‘progression vs response’—it’s pseudoprogression, hyperprogression, dissociated and durable responses, plus toxicities that mimic relapse." - Gennaro D'Anna
link.springer.com/article/10.1... (Gary Amseian et al)
"Immunotherapy in brain metastases isn’t just ‘progression vs response’—it’s pseudoprogression, hyperprogression, dissociated and durable responses, plus toxicities that mimic relapse." - Gennaro D'Anna
link.springer.com/article/10.1... (Gary Amseian et al)
December 2, 2025 at 1:30 PM
🎁 Time for the second day of Radvent! 🎁
"Immunotherapy in brain metastases isn’t just ‘progression vs response’—it’s pseudoprogression, hyperprogression, dissociated and durable responses, plus toxicities that mimic relapse." - Gennaro D'Anna
link.springer.com/article/10.1... (Gary Amseian et al)
"Immunotherapy in brain metastases isn’t just ‘progression vs response’—it’s pseudoprogression, hyperprogression, dissociated and durable responses, plus toxicities that mimic relapse." - Gennaro D'Anna
link.springer.com/article/10.1... (Gary Amseian et al)
New Radvent in @insightsimaging.bsky.social 🎄🎅❄️☃️
This December, join Roberto Cannella and Gennaro D'Anna as they count down to Christmas with our #InsightsintoImaging Radvent calendar! 🎅
December 1, 2025 at 3:06 PM
New Radvent in @insightsimaging.bsky.social 🎄🎅❄️☃️
Reposted by Roberto Cannella
🧩 What happens when radiology meets escape rooms?
Over 900 participants joined radiology-themed escape rooms at #ECR @myESR from 2019-2025 - tackling puzzles inspired by polytrauma, pulmonary embolism, and tumor board scenarios.
Over 900 participants joined radiology-themed escape rooms at #ECR @myESR from 2019-2025 - tackling puzzles inspired by polytrauma, pulmonary embolism, and tumor board scenarios.
November 27, 2025 at 10:01 AM
🧩 What happens when radiology meets escape rooms?
Over 900 participants joined radiology-themed escape rooms at #ECR @myESR from 2019-2025 - tackling puzzles inspired by polytrauma, pulmonary embolism, and tumor board scenarios.
Over 900 participants joined radiology-themed escape rooms at #ECR @myESR from 2019-2025 - tackling puzzles inspired by polytrauma, pulmonary embolism, and tumor board scenarios.
Reposted by Roberto Cannella
🧠 What do referring physicians really think about AI in radiology?
Surveying 169 clinicians in Germany revealed:
Surveying 169 clinicians in Germany revealed:
November 25, 2025 at 10:00 AM
🧠 What do referring physicians really think about AI in radiology?
Surveying 169 clinicians in Germany revealed:
Surveying 169 clinicians in Germany revealed:
Excellent review article discussing the falciform ligament and the ligamentum teres hepatis pathologies ⬇️
#RadSky #MedSky #Radiology #Liver
#RadSky #MedSky #Radiology #Liver
🩻 The falciform ligament & ligamentum teres hepatis (LTH) play important clinical and imaging roles.
📘 Highlights:
• Anatomy & congenital variants
• Inflammatory, infectious, neoplastic, & vascular pathologies
• Imaging pearls to avoid pseudolesion misinterpretation
📘 Highlights:
• Anatomy & congenital variants
• Inflammatory, infectious, neoplastic, & vascular pathologies
• Imaging pearls to avoid pseudolesion misinterpretation
November 15, 2025 at 11:17 AM
Excellent review article discussing the falciform ligament and the ligamentum teres hepatis pathologies ⬇️
#RadSky #MedSky #Radiology #Liver
#RadSky #MedSky #Radiology #Liver
Reposted by Roberto Cannella
A CT-based clinical-radiomics model accurately predicts the response of adenocarcinoma of the esophagogastric junction (AEG) to neoadjuvant chemotherapy.
🧠 Combining radiomics + clinical factors (tumor volume, cT stage, Siewert type) improved prediction vs. either alone (AUC up to 0.90).
🧠 Combining radiomics + clinical factors (tumor volume, cT stage, Siewert type) improved prediction vs. either alone (AUC up to 0.90).
November 3, 2025 at 1:02 PM
A CT-based clinical-radiomics model accurately predicts the response of adenocarcinoma of the esophagogastric junction (AEG) to neoadjuvant chemotherapy.
🧠 Combining radiomics + clinical factors (tumor volume, cT stage, Siewert type) improved prediction vs. either alone (AUC up to 0.90).
🧠 Combining radiomics + clinical factors (tumor volume, cT stage, Siewert type) improved prediction vs. either alone (AUC up to 0.90).
Reposted by Roberto Cannella
We have recently created this new Bluesky account. Make sure you follow us and stay tuned for posts coming soon!
March 13, 2025 at 3:07 PM
We have recently created this new Bluesky account. Make sure you follow us and stay tuned for posts coming soon!
Reposted by Roberto Cannella
🚨 New blog post! CLEAR, METRICS, and their E3 extensions: a comprehensive framework for evaluating radiomics research
www.i3-journal.org/blog/clear-m...
www.i3-journal.org/blog/clear-m...
CLEAR, METRICS, and their E3 extensions: a comprehensive framework for evaluating radiomics research - Insights into Imaging
Authors Jingyu Zhong1,2, Burak Kocak3, Renato Cuocolo4 Authors’ institutions: 1 Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China 2 Shanghai…
www.i3-journal.org
October 30, 2025 at 11:00 AM
🚨 New blog post! CLEAR, METRICS, and their E3 extensions: a comprehensive framework for evaluating radiomics research
www.i3-journal.org/blog/clear-m...
www.i3-journal.org/blog/clear-m...
Gunshot wounds: New analysis from #palermo #sicily shows #forensic #radiology training significantly boosts #postmortemCT reliability. www.auntminnieeurope.com/clinical-new...
October 30, 2025 at 11:08 AM
Reposted by Roberto Cannella
🎯 MRI-Based Risk Stratification in PDAC
The M-PRiSM model uses MRI and clinical features to predict prognosis and guide therapy in pancreatic ductal adenocarcinoma (PDAC).
insightsimaging.springeropen.com/articles/10....
The M-PRiSM model uses MRI and clinical features to predict prognosis and guide therapy in pancreatic ductal adenocarcinoma (PDAC).
insightsimaging.springeropen.com/articles/10....
October 24, 2025 at 9:03 AM
🎯 MRI-Based Risk Stratification in PDAC
The M-PRiSM model uses MRI and clinical features to predict prognosis and guide therapy in pancreatic ductal adenocarcinoma (PDAC).
insightsimaging.springeropen.com/articles/10....
The M-PRiSM model uses MRI and clinical features to predict prognosis and guide therapy in pancreatic ductal adenocarcinoma (PDAC).
insightsimaging.springeropen.com/articles/10....
Reposted by Roberto Cannella
Day 2 of ESGAR Case Reading Course started with a lecture on HCC offered by @cannella_rob
#esgar #esgarsociety #esgarworkshops #radiology #abdominalradiology #abdorad
#esgar #esgarsociety #esgarworkshops #radiology #abdominalradiology #abdorad
October 15, 2025 at 11:14 AM
Day 2 of ESGAR Case Reading Course started with a lecture on HCC offered by @cannella_rob
#esgar #esgarsociety #esgarworkshops #radiology #abdominalradiology #abdorad
#esgar #esgarsociety #esgarworkshops #radiology #abdominalradiology #abdorad
Reposted by Roberto Cannella
This study highlights the importance of evaluating AI models, like Mirai, in minority populations that have traditionally been underrepresented in research.
October 22, 2025 at 12:08 PM
This study highlights the importance of evaluating AI models, like Mirai, in minority populations that have traditionally been underrepresented in research.
Reposted by Roberto Cannella
📰 Deputy Editor Elisabetta Giannotti has expanded her area of expertise to include Breast Imaging and Sustainability, and we can announce we warmly welcome submission on these important topics!
#InsightsintoImaging
#InsightsintoImaging
October 14, 2025 at 2:00 PM
📰 Deputy Editor Elisabetta Giannotti has expanded her area of expertise to include Breast Imaging and Sustainability, and we can announce we warmly welcome submission on these important topics!
#InsightsintoImaging
#InsightsintoImaging
Reposted by Roberto Cannella
This paper offers a thought-provoking reflection on our ethical responsibilities when implementing breast cancer screening technologies.
October 15, 2025 at 12:03 PM
This paper offers a thought-provoking reflection on our ethical responsibilities when implementing breast cancer screening technologies.
Reposted by Roberto Cannella
This multicenter study compared outcomes of radiofrequency ablation (RFA) for local tumor progression (LTP) vs intrahepatic distant recurrence (IDR) in recurrent hepatocellular carcinoma (rHCC).
October 10, 2025 at 9:02 AM
This multicenter study compared outcomes of radiofrequency ablation (RFA) for local tumor progression (LTP) vs intrahepatic distant recurrence (IDR) in recurrent hepatocellular carcinoma (rHCC).
Reposted by Roberto Cannella
This educational review provides a practical guide for breast radiologists in evaluating pathological nipple discharge, emphasizing the role of imaging in reducing unnecessary surgeries.
October 8, 2025 at 12:03 PM
This educational review provides a practical guide for breast radiologists in evaluating pathological nipple discharge, emphasizing the role of imaging in reducing unnecessary surgeries.
Reposted by Roberto Cannella
Hello! I’m Elisabetta Giannotti, Consultant Breast Radiologist at Addenbrookes Hospital, Cambridge, and Deputy Editor for Breast for Insights into Imaging. I’m excited to share a selection of recent papers I’ve chosen for their unique contributions to breast imaging.
October 1, 2025 at 12:03 PM
Hello! I’m Elisabetta Giannotti, Consultant Breast Radiologist at Addenbrookes Hospital, Cambridge, and Deputy Editor for Breast for Insights into Imaging. I’m excited to share a selection of recent papers I’ve chosen for their unique contributions to breast imaging.
Reposted by Roberto Cannella
"New at JCAT-radiology
'Hepatobiliary Tumor Board: A Multidisciplinary Review of Challenging Cases'
Sep/Oct 25 tinyurl.com/yzw3sjbw Au: Amar Shah et al.
#oncology #radiology #TumorBoard #hepatobiliary
'Hepatobiliary Tumor Board: A Multidisciplinary Review of Challenging Cases'
Sep/Oct 25 tinyurl.com/yzw3sjbw Au: Amar Shah et al.
#oncology #radiology #TumorBoard #hepatobiliary
September 25, 2025 at 2:28 AM
"New at JCAT-radiology
'Hepatobiliary Tumor Board: A Multidisciplinary Review of Challenging Cases'
Sep/Oct 25 tinyurl.com/yzw3sjbw Au: Amar Shah et al.
#oncology #radiology #TumorBoard #hepatobiliary
'Hepatobiliary Tumor Board: A Multidisciplinary Review of Challenging Cases'
Sep/Oct 25 tinyurl.com/yzw3sjbw Au: Amar Shah et al.
#oncology #radiology #TumorBoard #hepatobiliary
New insights on Hepatocellular carcinoma (HCC):
🔎 Imaging goes beyond diagnosis - offering prognostic & predictive value.
📊 Features like tumor size, multifocality & low ADC correlate with aggressiveness & microvascular invasion. (Deyirmendjian et al.) #InsightsintoImaging
shorturl.at/1yLmO
🔎 Imaging goes beyond diagnosis - offering prognostic & predictive value.
📊 Features like tumor size, multifocality & low ADC correlate with aggressiveness & microvascular invasion. (Deyirmendjian et al.) #InsightsintoImaging
shorturl.at/1yLmO
September 30, 2025 at 8:36 AM
Reposted by Roberto Cannella
Intrahepatic cholangiocarcinoma is the second most prevalent type of primary liver cancer. This study aimed to develop a quantitative approach to measure intratumor heterogeneity using MRI scans. (Zhuo et al.) #InsightsintoImaging #FromTheExperts
insightsimaging.springeropen.com/articles/10....
insightsimaging.springeropen.com/articles/10....
September 23, 2025 at 12:02 PM
Intrahepatic cholangiocarcinoma is the second most prevalent type of primary liver cancer. This study aimed to develop a quantitative approach to measure intratumor heterogeneity using MRI scans. (Zhuo et al.) #InsightsintoImaging #FromTheExperts
insightsimaging.springeropen.com/articles/10....
insightsimaging.springeropen.com/articles/10....