*This information may not be within the Indicated uses for Canon Medical System devices. The views and findings included here are those of the presenter. Clinical settings and other considerations may impact repeating these results. The results may not have been validated by Canon or submitted to FDA for market clearance. The authors opinions are their own and do not reflect Canon views.
Andrew Hernandez, PhD – UC Davis
Conclusions: 3DLM scans accurately estimate Dw, and hence SSDE, for common exam types at radiation dose levels comparable to conventional 2D localizers, with the added benefit of being acquired before the diagnostic CT scans.
Clinical Relevance/Application: 3D Landmark scans can be utilized beyond their intended purpose to support prospective and accurate estimations of SSDE. We anticipate that adapting manufacturer software to support this capability is relatively straightforward. This extended capability is clinically relevant as it provides a more accurate estimate of average absorbed dose prior to the CT exam and could be useful for size-based selection of tube current modulation settings which is particularly important for pediatric CT imaging.
Scientific Session Sunday, November 30, 2025 at 1:00 PM CST
Beechui Koo- University of Chicago
Conclusions: This study provides a quantitative, slice-level evaluation of four commercial MAR techniques using a uniform phantom, offering insights to guide clinical decision-making and future system benchmarking in radiation oncology.
Clinical Relevance/Application: By providing a standardized, quantitative comparison of four widely used commercial MAR techniques, this study enables clinicians and medical physicists to make informed decisions when selecting imaging protocols or systems for patients with metal implants.
Poster Discussion Monday, December 1, 2025 at 12:45 PM CST
Katsumi Tsujioka, RT -Fujita Health University
Conclusions: Metal artifacts are caused by beam hardening. By tilting the CT, metal artifacts can be reduced. Being able to accurately measure the gap at the tip of a metal rod is clinically useful.
Clinical Relevance/Application: Recent CT scans are equipped with software such as metal artifact reduction (MAR). However, these are not perfect technologies. Tilting the gantry during CT scans is technically simple, but it is possible to greatly reduce metal artifacts. We can achieve better examinations by combining MAR and scanning technology. CT has made progress in terms of equipment, but it is also important to innovate in the imaging technique.
Poster Discussion Thursday, December 4, 2025 at 12:15 PM CST
Joel Greffier, PhD -Centre Hospitalier Régional Universitaire de Nîmes
Conclusions: For KVSCT-Canon, the detectability of contrast-enhanced lesions was highest at 60 keV. The highest d’ values were found with PCCT at 40 and 50 keV.
Clinical Relevance/Application: For the first time, this study compared image and noise texture, spatial resolution and lesion detectability on DECT platforms incorporating the latest technological innovations from the four main CT manufacturers. At this stage, the results of the study need to be validated in clinical practice at low energy levels for the detection and/or characterization of abdominal lesions.
Poster Discussion Wednesday, December 3, 2025 at 9:00 AM CST
Jian Guan, MD, PhD - The First Affiliated Hospital of Sun Yat-sen University
Teaching Points:
Educational Exhibit- On Demand
Toru Higaki, PhD - Hiroshima University
Conclusions: The HR PCD-CT demonstrated superior spatial resolution, beneficial for visualizing fine anatomical structures such as coronary arteries. However, this comes at the cost of increased image noise. The DLR enabled efficient noise reduction without introducing image blurring typically associated with reconstruction kernels, thereby maximizing the potential of HR PCD-CT imaging.
Clinical Relevance: The combination of HR PCD-CT and DLR has the potential to provide both high diagnostic performance and radiation dose reduction in the evaluation of coronary artery disease.
Scientific Session Tuesday, December 2, 2025 at 8:00 AM CST
Tomoaki Sasaki, MD - National Cancer Center Hospital East
Conclusions: Quantitative analysis of pulmonary emphysema using electron density images from photon-counting detector CT provides stronger correlation with pulmonary function tests compared to conventional CT density-based assessment, potentially improving the accuracy of emphysema quantification.
Clinical Relevance/Application: Electron density images from photon-counting detector CT offer improved quantitative assessment of pulmonary emphysema that correlates better with clinical pulmonary function, potentially enhancing the role of CT in monitoring disease progression and treatment response in patients with chronic obstructive pulmonary disease.
Scientific Session Tuesday, December 2, 2025 at 1:30 AM CST
Kai Mei, PhD - UPENN
Conclusions: This study demonstrates that SHR PCCT, particularly when combined with DLR, enables robust visualization and characterization of lung lesions across varying sizes, spiculation levels, and dose.
Clinical Relevance/Application: These findings highlight the clinical potential of PCCT with DLR to improve lung lesion assessment while maintaining image quality across reduced dose levels, supporting safer and more accurate low-dose CT protocols.
Scientific Session Sunday, November 30, 2025 at 9:00 AM CST
Fong Chi Ho, PhD - UPENN
Conclusions: This study introduces the first XCAT-based anthropomorphic lung phantom specifically designed to model COPD, featuring controlled pathological characteristics for evaluating CT technologies. While PCCT offers superior resolution in its standard NR mode, SHR mode offers further advantage in quantifying clinically relevant biomarkers for pulmonary disease.
Clinical Relevance/Application: Task-specific phantoms enable objective comparison of CT technologies for disease-specific imaging. SHR mode demonstrated a major advantage over NR mode in quantifying COPD biomarkers, emphasizing its clinical significance in thoracic imaging and management.
Scientific Session Monday, December 1, 2025 at 9:30 AM CST
Elsa Pimenta PhD, Gisell Ruiz Boiset, PhD - Nijmegen Radboudumc
Conclusions: d′ is inversely related to volumetric measurement error (MRE% and IQR%). Protocols utilizing DLR with LUNG kernel, particularly with PCCT, achieved the highest detectability and the lowest error.
Clinical Relevance/Application: These findings highlight the utility of d’ in protocol optimization to enhance diagnostic performance in low-dose CT imaging.
Scientific Session Wednesday, December 3, 2025 at 3:00 PM CST
Fuminari Tatsugami, MD – Hiroshima University
Conclusions: The SHR mode reconstructed with DLR on a PCD-CT scanner significantly improves the image quality of the AKA compared to other reconstruction methods.
Clinical Relevance/Application: The SHR mode reconstructed with DLR on a PCD-CT scanner enhances the image quality of the AKA, which may improve diagnostic performance in detecting the AKA and contribute to avoiding disruption of the AKA during aortic surgery.
Poster Discussion Tuesday, December 2, 2025 at 9:00 AM CST
Leening Liu, PhD - UPENN
Conclusions: PCCT yielded enhanced dose efficiency with lower noise compared to EID-CT at a fixed dose, enabling an average dose reduction of 36% across varying phantom sizes. This improvement is particularly impactful at larger phantom sizes and lower doses, enabling effective imaging of obese patients without compromising the image quality necessary for precise disease diagnosis and monitoring.
Clinical Relevance/Application: This dose efficiency has important clinical implications, enabling lower dose imaging protocols for obese patients without compromising diagnostic accuracy.
Poster Discussion Wednesday, December 3, 2025 at 9:00 AM CST
Yuxin Sun BS, MS and Benjamin Yeh, MD - University of California San Francisco
Conclusions: DBCM -160 HU demonstrated the best performance for delineation of bowel fold detail compared to air, neutral, or positive oral agents, regardless of scan resolution, matrix size, or kernel, with further significant improvements seen when used in conjunction with PCD-CT compared to EID-CT.
Clinical Relevance/Application: Oral contrast profoundly affects visualization of thin structures such as bowel folds at abdominal CT, with moderately dark agents outperforming other agents, warranting clinical testing.
Poster Discussion Tuesday, December 2, 2025 at 12:45 PM CST
Elsa Pimenta PhD., Gisell Ruiz Boiset, PhD - Nijmegen Radboudumc
Conclusions: FC51/HR protocol exhibited consistent superior volumetric accuracy across all dose levels, particularly under low-dose conditions where precise measurements are most challenging. The differences among all protocols became less pronounced at higher dose levels. This finding underscores the benefits of high-resolution reconstruction in preserving measurement precision while minimizing radiation exposure.
Clinical Relevance/Application: This study underscores the clinical significance of selecting suitable reconstruction protocols for precise volumetric evaluation of GGO-type nodules at low-dose CT.
Poster Discussion Thursday, December 4, 2025 at 12:15 PM CST
Meng Wang– Hanzhong Central Hospital
Conclusions: CE-boost technology significantly improves both objective and subjective image quality in optimized, submillisievert lower extremity CTA while preserving diagnostic accuracy.
Clinical Relevance/Application: CE-boost can significantly improve image quality in submillisievert lower extremity CTA without requiring any additional scanning settings or modifications to the clinical workflow.
Scientific Session Sunday, November 30, 2025 at 1:00 PM CSTWeifeng Guo– Zhongshan Hospital Affiliated to Fudan University
Conclusions: A pix2pix GAN effectively synthesized virtual CCTA from NCCT, demonstrating high concordance with real CCTA for stenosis quantification.
Clinical Relevance/Application: Virtual CCTA offers a potential alternative to contrast-enhanced CCTA, reducing iodinated contrast media use and mitigating stenosis overestimation from calcified plaque blooming artifacts.
Scientific Session Thursday, December 4, 2025 at 1:30 PM CST
Huasong Cai – The First Affiliated Hospital of Sun Yat-sen University
Conclusions: BBCT integration with CE-boost CTA nearly halves manual portal vein segmentation time while narrowing variability and delivers superior subjective and objective image quality by effectively suppressing residual arterial signals.
Clinical Relevance/Application: Automated arterial subtraction via BBCT streamlines 3D portal vein visualization and segmentation, offering radiologists a rapid, reliable workflow for preoperative planning and diagnostic evaluation of portal venous pathology.
Scientific Session Wednesday, December 3, 2025 at 8:00 AM CST
Masahiko Nomura, MD, PhD – Fujita Health University
Conclusions: When AAA patients followed, upright ADCT demonstrates significantly larger diameter than supine ADCT due to gravity, although the difference had little influence on AAA management in routine clinical practice.
Clinical Relevance/Application: When AAA patients followed, upright ADCT demonstrates significantly larger diameter than supine ADCT due to gravity, although the difference had little influence on AAA management in routine clinical practice.
Poster Discussion Sunday, November 30, 2025 at 11:45 AM CST
Dr. Ebisu, MD – Kobe University
Conclusions: The 2-step CE-boost method (CMP-[NP-CMP]) can improve the delineation of the renal artery by selectively increasing the contrast enhancement of the renal artery without increasing the renal parenchymal enhancement.
Clinical Relevance/Application: The 2-step CE-boost technique may aid preoperative vascular assessment by enabling clearer delineation of the renal arteries.
Poster Discussion Tuesday, December 2, 2025 at 9:00 AM CST
Limiao Zou – PUMC
Conclusions: SR-DLR outperformed HIR for coronary stenosis assessment and led to 20% patient-level CAD-RADS reclassification.
Clinical Relevance/Application: SR-DLR holds great promise in enhancing the role of CCTA in the diagnosis and patient management of coronary artery disease.
Poster Discussion Sunday, November 30, 2025 at 11:45 AM CST
Limiao Zou – PUMC
Conclusions: Compared with HIR, higher total plaque volumes were obtained with SR-DLR, with lower calcified plaque volume and higher LAP and fibrous plaque volume.
Clinical Relevance/Application: CCTA-derived plaque quanfication via SR-DLR may potentially improve risk stratification of coronary artery disease.
Poster Discussion Monday, December 1, 2025 at 12:45 PM CST
Cheng Xu– PUMC
Conclusions: Compared with HIR, SR-DLR improves the visible and diagnostic performance of CCTA in stents evaluation.
Clinical Relevance/Application: SR-DLR algorithm improves the diagnostic accuracy and confidence of coronary stent evaluation.
Poster Discussion Sunday, November 30, 2025 at 12:15 PM CST
Martin Wagner, PhD – University of Wisconsin- Madison
Conclusions: PIQE reconstruction, particularly with a 1024 matrix size, offers significant advantages for visualizing and assessing a Watchman device in post-procedure CTs due to improved SNR, sharpness, and reduced metal artifacts.
Clinical Relevance/Application: Accurate post-procedural CT assessment of Watchman device placement is critical for detecting potentially life-threatening complications like migration, device-related thrombus, or peri-device leak. High-resolution deep learning reconstruction, such as PIQE1024, enhance visualization of fine device structures, thereby aiding in this crucial evaluation.
Poster Discussion Monday, December 1, 2025 at 12:45 PM CST
Lin Yang – Hanzhong Central Hospital
Conclusions: In comparison to the regular-dose protocol, the “dual-low” C&CC-CTA using DLR reconstruction demonstrates relatively better image quality while effectively reducing both radiation dose and contrast agent usage.
Clinical Relevance/Application: We propose a novel deep learning-enhanced "dual-low" coronary-carotid-cerebral CTA protocol, significantly reducing radiation by 55% and contrast by 21% while preserving diagnostic accuracy.
Poster Discussion Thursday, December 4, 2025 at 12:45 PM CST
Zhiman Lai– The First Affiliated Hospital of Sun Yat-sen University
Conclusions: The CE-Boost BB technique significantly enhances PV visualization by amplifying contrast, suppressing arterial interference, and improving SNR/CNR without protocol modifications. This innovation holds promise for refining diagnostic accuracy in PV-related pathologies while minimizing contrast-related risks.
Clinical Relevance/Application: The CE-Boost black blood technique enhances portal vein visualization by suppressing arterial interference and optimizing contrast, enabling precise preoperative planning for liver transplantation and management of portal hypertension while reducing contrast-related risks.
Poster Discussion Tuesday, December 2, 2025 at 9:00 AM CST
Mengqiang Xiao – Guangdong Provincial Hospital of Traditional Chinese Medicine Zhuhai Hospital
Conclusions: The integration of multiple dose reduction techniques with subtraction coronary CT angiography substantially lowers radiation exposure while enhancing the diagnostic accuracy for assessing coronary stenosis in patients with high calcification scores.
Clinical Relevance/Application: This advanced imaging protocol offers a promising noninvasive approach for patients with extensive coronary calcifications. By significantly reducing radiation dose without compromising image quality, the method enhances the reliability of coronary stenosis evaluation, thereby improving clinical decision-making and patient management in high-risk cardiovascular populations.
Poster Discussion Sunday, November 30, 2025 at 11:45 AM CST
Tao Zhou– Jinan People's Hospital
Conclusions: Non-gated coronary artery calcium (CAC) scoring using lung/mediastinum window parameters demonstrates significant correlation with traditional ECG-gated CAC scoring. However, the agreement between the two methods is stronger in low- to moderate-risk populations, suggesting that non-gated CAC scoring can serve as a preliminary screening tool for these groups.
Clinical Relevance/Application: The non-gated CAC scoring technique, when applied to low- to moderate-risk populations, helps avoid unnecessary additional ECG-gated CAC examinations, thereby reducing radiation exposure while maintaining diagnostic utility.
Poster Discussion Thursday, December 4, 2025 at 9:00 AM CST
Weifeng Guo– Zhongshan Hospital Affiliated to Fudan University
Conclusions: The proposed deep learning framework shows high accuracy and robustness in centerline extraction, lumen and plaque segmentation, and stenosis detection—even under challenging conditions in coronary artery pathologies and imaging quality. This enhances CCTA efficiency and consistency, leading to more reliable diagnostics.
Clinical Relevance/Application: This study provides a robust and high-precision CCTA analysis method, offering a powerful tool for clinical CCTA assessment to enhance the efficiency of clinical analysis and decision-making.
Poster Discussion Tuesday, December 2, 2025 at 12:15 PM CST
Katsumi Tsujioka – Fujita Health University
Conclusions: The spiral wire phantom we developed allowed us to determine the MTF in the X-Y plane, the slice thickness in the Z-axis direction, and the peak CT value of the metal wire in a single scan. In addition, the effective voxel size could be determined from the increase in the measured CT value and the measured slice thickness. It was found that the effective voxel size was reduced in DLR and UHR CT compared to the conventional CT system.
Clinical Relevance/Application: The ability to visualize small blood vessels cannot be properly evaluated using only the spatial resolution based on the conventional MTF. This is because this method does not allow evaluation of the change in the peak CT value of small blood vessels due to the partial volume effect. The thickness of the metal wire in this phantom is 0.1 mm. This allows accurate evaluation of blood vessels with a diameter of 0.2 mm according to the sampling theorem. The new phantom, which allows evaluation of peak CT value and effective voxel size in addition to measurement of MTF and effective slice thickness in a single scan, is suitable for accurately comparing the accuracy of 3D image creation in clinical practice.
Poster Discussion Tuesday, December 2, 2025 at 12:45 PM CST
Yamaguchi, MD – Hanaoka Seishu Memorial Hospital
Teaching Points:
Educational Exhibit - On Demand
Takayoshi Yamaguchi – Hanaoka Seishu Memorial Hospital
Teaching Points:
Educational Exhibit - On Demand
Tianjing Chang - Beijing Shougang Hospital
Conclusions: The synergistic application of SCT and SEMAR effectively mitigates metallic artifacts, optimizes image quality, and enhances the detectability of local tumor recurrence with improved diagnostic confidence.
Clinical Relevance/Application: SCT-SEMAR can enhance the visualization and diagnostic confidence of local recurrence, providing critical imaging support for precision-guided therapeutic decision-making.
Scientific Session Tuesday, December 2, 2025 at 8:00 AM CST
Mengqiang Xiao - Guangdong Provincial Hospital of Traditional Chinese Medicine Zhuhai Hospital
Conclusions: Contrast-enhanced phases of five-phase abdominal CT demonstrate near-perfect agreement with unenhanced CT for opportunistic femoral bone density assessment. Any post-contrast phase can reliably opportunistically screen for osteoporosis without compromising diagnostic accuracy.
*Clinical Relevance/Application: Contrast-enhanced CT phases from routine abdominal scans can be reliably used for opportunistic osteoporosis screening, enabling bone mineral density assessment without the need for additional unenhanced imaging or radiation exposure.
Scientific Session Thursday, December 4, 2025 at 9:30 AM CST
Tong Su, MD -PUMC
Conclusions: The integration of SIM with DLR significantly improves temporal bone lesion assessment compared to conventional enhanced CT, particularly for hypervascular pathologies. This combined approach enhances noise reduction, anatomical delineation, and evaluation of bony involvement.
Clinical Relevance/Application: The SIM-DLR technique provides superior visualization of lesion invasion extent in the temporal bone, offering valuable preoperative information for surgical planning, especially in vascularized tumors.
Poster Discussion Wednesday, December 3, 2025 at 9:00 AM CST
Mengqiang Xiao - Guangdong Provincial Hospital of Traditional Chinese Medicine Zhuhai Hospital
Conclusions: The dual-parameter optimized ULD-CT protocol substantially reduces radiation exposure while preserving sufficient image quality and high diagnostic accuracy for lumbar BMD assessment. This approach provides a safe and effective alternative for osteoporosis screening and longitudinal bone health monitoring in clinical practice.
Clinical Relevance/Application: The implementation of a dual-parameter ULD-CT protocol in routine clinical practice offers a significant advancement for early osteoporosis screening, particularly in high-risk populations. Its marked reduction in radiation dose allows for safe, repeated evaluations, enhancing patient management and follow-up care, especially in those with degenerative spine conditions or requiring frequent monitoring.
Poster Discussion Tuesday, December 2, 2025 at 9:00 AM CST
Mengqiang Xiao - Guangdong Provincial Hospital of Traditional Chinese Medicine Zhuhai Hospital
Conclusions: Three-phase contrast-enhanced CT alone provides reliable femoral vBMD measurements and diagnostic accuracy—comparable to unenhanced QCT—in HCC patients, enabling combined tumor staging and opportunistic osteoporosis screening without additional imaging.
Clinical Relevance/Application: Opportunistic bone health assessment using routine three-phase CT in HCC patients facilitates early identification of osteoporosis in a high-risk population, leveraging existing scans to avoid extra radiation or protocol changes.
Poster Discussion Wednesday, December 3, 2025 at 12:15 PM CST
Yoshiharu Ohno, MD, PhD- Fujita Health University
Conclusions: Whole-lung dynamic CE-perfusion ADCT is useful for detecting pathological structural changes in stage I NSCLC patients with PF-ILD.
Clinical Relevance/Application: Whole-lung dynamic CE-perfusion ADCT is useful for detecting pathological structural changes in stage I NSCLC patients with PF-ILD.
Scientific Session Sunday, November 30, 2025 at 11:45 AM CST
Yoshiharu Ohno, MD, PhD - Fujita Health University
Conclusions: Upright ADCT has better potential than supine ADCT for detecting pulmonary functional loss and evaluating disease severity when paired inspiratory-expiratory ADCT is applied in PPF patients.
Clinical Relevance/Application: Upright ADCT has better potential than supine ADCT for pulmonary functional loss and disease severity evaluations when paired inspiratory-expiratory ADCT is performed in patients with progressive pulmonary fibrosis.
Scientific Session Thursday, December 4, 2025 at 1:30 PM CST
Yoshiharu Ohno, MD, PhD - Fujita Health University
Conclusions: AI-based CAST for whole-body CT has better potential than AI-based CT texture analysis for chest CT to assess pulmonary functional loss and discrimination of lung abnormalities in Japanese health checkup test cohort.
Clinical Relevance/Application: AI-based CAST has superior potential to CT texture analysis for pulmonary functional loss assessment and lung abnormality discrimination in Japanese health checkup test cohort.
Scientific Session Thursday, December 4, 2025 at 1:30 PM CST
Leilei Shen - Zhongshan Hospital Affiliated to Fudan University
Conclusions: DLR combined with CE-boost technique can significantly improve the image quality of CTPA with reduced radiation and contrast doses, facilitating a more accurate diagnosis of pulmonary embolism.
Clinical Relevance/Application: DLR-boost based low-radiation and low-contrast-dose CTPA protocol offers a novel strategy to further enhance the image quality and diagnosis accuracy for pulmonary embolism patients.
Scientific Session Monday, December 1, 2025 at 3:00 PM CST
Yoshiyuki Ozawa, MD, PhD - Fujita Health University
Conclusions: HDCT with SHR mode has little influence of radiation dose reduction and reconstruction algorithm to quantitative CT evaluation of COPD in smokers.
*Clinical Relevance/Application: Quantitatively assessed HDCT with super-high-resolution mode has little influence of radiation dose reduction and reconstruction algorithm to quantitative CT evaluation of COPD in smokers.
Poster Discussion Monday, December 1, 2025 at 12:15 PM CST
Leilei Shen - Zhongshan Hospital Affiliated to Fudan University
Conclusions: The deep learning-guided semi-automatic segmentation approach enables rapid, reproducible tumor quantification and immunotherapy response assessment that closely matches expert radiologists. This tool holds promise for streamlining clinical workflows and reducing interobserver variability.
Clinical Relevance/Application: This semi-automatic segmentation software for quantitative analysis of advanced lung tumors post-immunotherapy serves as a valuable adjunct in clinical assessment. Automating tumor delineation reduces physicians’ workload and delivers objective efficacy metrics, supporting more personalized treatment decisions.
Poster Discussion Monday, December 1, 2025 at 12:15 PM CST
Ouyang Zhiqiang, MD - Kunming Yan'an Hospital
Conclusions: Generally speaking, CT image analysis based on deep learning can significantly improve the diagnostic efficiency of esophageal foreign bodies, reduce the missed diagnosis rate (especially for tiny foreign bodies and transparent foreign bodies), and have the ability to dynamically predict the risk of complications.
Clinical Relevance/Application: Primary medical application: the model can replace inexperienced doctors to read films in resource-limited scenes, reducing the utilization rate of invasive examinations such as endoscopy. Optimization of emergency intervention: by predicting the risk of complications (such as perforation and aortic fistula), we can assist in formulating graded treatment plans and reduce the incidence of operation-related esophageal fistula.
Poster Discussion Monday, December 1, 2025 at 9:00 AM CST
Akira Haga, MD - Kanagawa Cardiovascuiar and Respiratory Center
Conclusions: QZIP-ILD progression rises in proportion to FF burden and, in upper lobes, to HNF4α expression, identifying both as quantitative markers of rapid ILD fibrosis progression.
Clinical Relevance/Application: Automated CT progression metrics combined with digitally quantified histology provide reproducible biomarkers for risk stratification, guide imaging follow-up, and can enrich patient selection and endpoints in future antifibrotic trials.
Poster Discussion Monday, December 1, 2025 at 12:15 PM CST
Ying Ming - PUMC
Conclusions: The computer-aided pulmonary vascular segmentation algorithm can automatically measure IPVV, providing a quantitative evaluation of the condition of small pulmonary vessels affected by vasculitis.
Clinical Relevance/Application: The automated measurement of IPVV using a computer-aided pulmonary vascular segmentation algorithm enables objective and quantitative assessment of pulmonary vascular involvement in vasculitis patients.
Poster Discussion Tuesday, December 2, 2025 at 12:45 PM CST
Rui Zhao - PUMC
Conclusions: The nodule-aware and small vessel-optimized pulmonary vessel segmentation algorithm we designed can effectively avoid over-segmentation of pulmonary nodules and achieve superior vessel segmentation performance.
Clinical Relevance/Application: The deep learning segmentation algorithm for pulmonary vessels enables precise visualization of pulmonary arteries and veins on chest CT. Accurate segmentation of pulmonary vessels is crucial for both disease diagnosis and surgical planning.
Poster Discussion Tuesday, December 2, 2025 at 12:15 PM CST
Ran Xiao - PUMC
Conclusions: TA-PAI is characterized by significant volume loss in intermediate-sized pulmonary arteries (1.6-3.2 mm), detectable via CTPA. PH-associated TA-PAI exhibits more severe structural changes (stenosis, dilation, aneurysms), but PAV alone did not differentiate PH status, possibly due to sample size limitations.
Clinical Relevance/Application: Quantitative CTPA analysis of PAV, particularly in 1.6-3.2 mm arteries, may aid early TA-PAI diagnosis and monitoring. The association of PH with arterial dilation/aneurysms underscores the need for vigilant hemodynamic assessment in TA-PAI. Further studies should validate PAV thresholds for disease stratification and explore longitudinal changes.
Poster Discussion Thursday, December 4, 2025 at 9:00 AM CST
Yanyan Xu, MD, PhD - China-Japan Friendship Hospital
Conclusions: Decreased lung deformation during expiration was associated with loss of lung function. Strain-related parameters, especially those derived from the whole expiration phase, showed promising potential in indicating the severity of airflow limitation in patients with COPD.
Clinical Relevance/Application: This study demonstrates that reduced lung deformation during expiration, measured by 4D dynamic-ventilation CT strain analysis, correlates with worsening airflow limitation in COPD, offering a novel imaging biomarker for disease severity assessment. The findings highlight the clinical potential of whole-expiration-phase strain parameters in evaluating functional impairment and optimizing COPD management strategies.
Poster Discussion Tuesday, December 2, 2025 at 12:15 PM CST
Tae Iwasawa, MD, PhD
Teaching Points: Computed tomography (CT) findings in connective tissue disease-associated interstitial lung disease (CTD-ILD) are often complex due to overlapping pathological features such as bronchiolitis, usual interstitial pneumonia (UIP), and nonspecific interstitial pneumonia (NSIP). As ILD classification is primarily histopathological, radiologists must understand the pathological correlates of these imaging patterns. However, according to the 2023 ILD guidelines of the American College of Rheumatology, surgical lung biopsy is not recommended for suspected CTD unless malignancy is suspected. This study describes CT images with corresponding histological findings in patients not initially diagnosed with CTD to help radiologists understand CTD-associated lung disease.
Educational Exhibit – ON DEMAND
Hiroshi Moriya, MD, PhD - Ohara General Hospital
Teaching Points:
Educational Exhibit – ON DEMAND
Yanyan Xu, MD, PhD, - China-Japan Friendship Hospital
Teaching Points:
Educational Exhibit – ON DEMAND