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....
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....
Reposted by Roberto Cannella
‼️METRICS E3 is now published in
@insightsimaging.bsky.social
💡A comprehensive open-access tool including Explanation and Elaboration with Examples for METRICS
🔗 insightsimaging.springeropen.com/articles/10....
🔑To support stakeholders in evaluating the methodological aspects of radiomics studies
@insightsimaging.bsky.social
💡A comprehensive open-access tool including Explanation and Elaboration with Examples for METRICS
🔗 insightsimaging.springeropen.com/articles/10....
🔑To support stakeholders in evaluating the methodological aspects of radiomics studies
Explanation and Elaboration with Examples for METRICS (METRICS-E3): an initiative from the EuSoMII Radiomics Auditing Group - Insights into Imaging
Abstract Radiomics research has been hindered by inconsistent and often poor methodological quality, limiting its potential for clinical translation. To address this challenge, the METhodological Radi...
insightsimaging.springeropen.com
August 15, 2025 at 10:02 AM
‼️METRICS E3 is now published in
@insightsimaging.bsky.social
💡A comprehensive open-access tool including Explanation and Elaboration with Examples for METRICS
🔗 insightsimaging.springeropen.com/articles/10....
🔑To support stakeholders in evaluating the methodological aspects of radiomics studies
@insightsimaging.bsky.social
💡A comprehensive open-access tool including Explanation and Elaboration with Examples for METRICS
🔗 insightsimaging.springeropen.com/articles/10....
🔑To support stakeholders in evaluating the methodological aspects of radiomics studies
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....
September 23, 2025 at 7:18 AM
Reposted by Roberto Cannella
With Crohn’s disease patients, tight disease control aiming to treat inflammation and heal the bowel, often with biologic therapy, is essential to avoid cumulative, irreversible bowel damage.
September 16, 2025 at 12:03 PM
With Crohn’s disease patients, tight disease control aiming to treat inflammation and heal the bowel, often with biologic therapy, is essential to avoid cumulative, irreversible bowel damage.
Reposted by Roberto Cannella
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....
September 18, 2025 at 9:02 AM
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
Hi! I’m Emilio Quaia, Deputy Editor for Abdominal Imaging for Insights into Imaging, and from the University of Padova in Italy. My #FromTheExperts selection contain four articles that I feel push the boundaries in abdominal imaging – I hope you enjoy them!
September 9, 2025 at 12:00 PM
Hi! I’m Emilio Quaia, Deputy Editor for Abdominal Imaging for Insights into Imaging, and from the University of Padova in Italy. My #FromTheExperts selection contain four articles that I feel push the boundaries in abdominal imaging – I hope you enjoy them!
I'm glad to share my first Editorial published in Radiology @rsnasky.bsky.social!
🔍 In this article, I discuss the study by Matuschewski et al. investigating the MRI-based advanced imaging analysis and machine learning to predict HCC molecular profile.
pubs.rsna.org/doi/10.1148/...
🔍 In this article, I discuss the study by Matuschewski et al. investigating the MRI-based advanced imaging analysis and machine learning to predict HCC molecular profile.
pubs.rsna.org/doi/10.1148/...
MRI Quantitative Features: A Bridge to Hepatocellular Carcinoma Tumor Profiling | Radiology
pubs.rsna.org
September 2, 2025 at 5:56 AM
I'm glad to share my first Editorial published in Radiology @rsnasky.bsky.social!
🔍 In this article, I discuss the study by Matuschewski et al. investigating the MRI-based advanced imaging analysis and machine learning to predict HCC molecular profile.
pubs.rsna.org/doi/10.1148/...
🔍 In this article, I discuss the study by Matuschewski et al. investigating the MRI-based advanced imaging analysis and machine learning to predict HCC molecular profile.
pubs.rsna.org/doi/10.1148/...
Reposted by Roberto Cannella
ESOR and the ESR Journal Family present a workshop dedicated to advancing peer reviewing skills while also contributing to your professional development.
buff.ly/opynirN
buff.ly/opynirN
August 29, 2025 at 12:01 PM
ESOR and the ESR Journal Family present a workshop dedicated to advancing peer reviewing skills while also contributing to your professional development.
buff.ly/opynirN
buff.ly/opynirN
Reposted by Roberto Cannella
This study reveals the rapid growth of advanced CT techniques for several chest diseases, mapping research trends, key contributors, and future innovations in multi-energy CT and photon-counting CT. (Yufan Chen et al.)
#InsightsintoImaging #FromTheExperts
shorturl.at/yqiX6
#InsightsintoImaging #FromTheExperts
shorturl.at/yqiX6
August 27, 2025 at 12:02 PM
This study reveals the rapid growth of advanced CT techniques for several chest diseases, mapping research trends, key contributors, and future innovations in multi-energy CT and photon-counting CT. (Yufan Chen et al.)
#InsightsintoImaging #FromTheExperts
shorturl.at/yqiX6
#InsightsintoImaging #FromTheExperts
shorturl.at/yqiX6