Livio D'Angelo

Dr. Livio D'Angelo

Livio D'Angelo

Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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4 September 2025 in Medicina
Verified
Journal Article
Open access
PDF file
ISIoannis Skalidis
Ioannis Skalidis
NMNiccolò Maurizi
Niccolò Maurizi
ASAdil Salihu
Adil Salihu
SFStephane Fournier
Stephane Fournier
SCStéphane Cook
Stéphane Cook
PAPanagiotis Antiochos
Panagiotis Antiochos
Background: Hypertension remains the leading global risk factor for cardiovascular morbidity and mortality, with suboptimal control rates despite guideline-directed therapies. Digital health and artificial intelligence (AI) technologies offer novel approaches for improving diagnosis, monitoring, and individualized treatment of hypertension. Objectives: To critically review the current landscape of AI-enabled digital tools for hypertension management, including emerging applications, implementation challenges, and future directions. Methods: A narrative review of recent PubMed-indexed studies (2019–2024) was conducted, focusing on clinical applications of AI and digital health technologies in hypertension. Emphasis was placed on real-world deployment, algorithmic explainability, digital biomarkers, and ethical/regulatory frameworks. Priority was given to high-quality randomized trials, systematic reviews, and expert consensus statements. Results: AI-supported platforms—including remote blood pressure monitoring, machine learning titration algorithms, and digital twins—have demonstrated early promise in improving hypertension control. Explainable AI (XAI) is critical for clinician trust and integration into decision-making. Equity-focused design and regulatory oversight are essential to prevent exacerbation of health disparities. Emerging implementation strategies, such as federated learning and co-design frameworks, may enhance scalability and generalizability across diverse care settings. Conclusions: AI-guided titration and digital twin approaches appear most promising for reducing therapeutic inertia, whereas cuffless blood pressure monitoring remains the least mature. Future work should prioritize pragmatic trials with equity and cost-effectiveness endpoints, supported by safeguards against bias, accountability gaps, and privacy risks.

HOHonoria Ocagli
Honoria Ocagli
Giulia LorenzoniGiulia Lorenzoni
Giulia Lorenzoni
Corrado LaneraCorrado Lanera
Corrado Lanera
ASAlessandro Schiavo
Alessandro Schiavo
LDLivio D'Angelo
Livio D'Angelo
Dario GregoriDario Gregori
Dario Gregori
Wearable devices (WDs) can objectively assess patient-reported outcomes (PROMs) in clinical trials. In this study, the feasibility and acceptability of using commercial WDs in elderly patients undergoing transcatheter aortic valve replacement (TAVR) or surgical aortic valve replacement (SAVR) will be explored. This is a prospective observational study. Participants were trained to use a WD and a smartphone to collect data on their physical activity, rest heart rate and number of hours of sleep. Validated questionnaires were also used to evaluate these outcomes. A technology acceptance questionnaire was used at the end of the follow up. In our participants an overall good compliance in wearing the device (75.1% vs. 79.8%, SAVR vs. TAVR) was assessed. Half of the patients were willing to continue using the device. Perceived ease of use is one of the domains that scored higher in the technology acceptance questionnaire. In this study we observed that the use of a WD is accepted in our frail population for an extended period. Even though commercial WDs are not tailored for clinical research, they can produce useful information on patient behavior, especially when coordinated with intervention tailored to the single patient.

3 February 2026 in Medicina
Verified
Journal Article
Open access
PDF file
LFLorenzo Fargione
Lorenzo Fargione
PLPietro Laforgia
Pietro Laforgia
THThomas Hovasse
Thomas Hovasse
BCBernard Chevalier
Bernard Chevalier
NANicolas Amabile
Nicolas Amabile
ISIoannis Skalidis
Ioannis Skalidis
Coronary computed tomography angiography (CCTA) is increasingly recognized as a comprehensive tool for planning percutaneous coronary intervention (PCI). By integrating plaque morphology, calcium burden, and CT-derived coronary physiology, CCTA enables non-invasive assessment of lesion complexity and supports precision-guided revascularization. This narrative review synthesizes current evidence on CT-guided PCI from original studies, registries, expert consensus documents, and international guideline recommendations. The literature was identified through PubMed, Embase, and Google Scholar, focusing on CCTA-based plaque characterization, calcium assessment, bifurcation and ostial lesions, chronic total occlusions (CTO), FFR-CT, virtual PCI simulation, and fusion imaging. Particular attention was given to contemporary investigations such as SYNTAX III, P3, and the ongoing P4 trial. CCTA reliably characterizes stenosis severity, plaque distribution, and calcification, demonstrating strong concordance with intravascular imaging. CT-based measurements support accurate stent sizing, prediction of calcium modification requirements, and identification of high-risk features in bifurcation and ostial disease. In CTO PCI, CCTA enhances visualization of proximal cap morphology, occlusion length, tortuosity, and distal vessel quality, outperforming angiographic scoring systems. CT-derived physiology and virtual PCI planning improve lesion selection and allow prediction of post-PCI hemodynamics. Emerging technologies—including photon-counting CT, artificial intelligence-assisted plaque analysis, and CT–fluoroscopy fusion—further expand the applicability of CT-guided PCI. The ongoing P4 trial is expected to provide definitive validation of CT-guided PCI and may support its incorporation into routine clinical workflows.

23 December 2025 in Medicina
Verified
Journal Article
Open access
PDF file
ISIoannis Skalidis
Ioannis Skalidis
LDLivio D'Angelo
Livio D'Angelo
MAMariama Akodad
Mariama Akodad
YLYoucef Lounes
Youcef Lounes
HBHakim Benamer
Hakim Benamer
TUThierry DR Unterseeh
Thierry DR Unterseeh
Background and Objectives: Access-site complications (ASCs) remain clinically relevant after peripheral endovascular procedures, particularly with large femoral sheaths and complex anatomy. While randomized coronary trials show non-inferiority of vascular closure devices (VCDs) versus manual compression (MC), real-world data in peripheral interventions performed under systematic ultrasound-guided access are limited. Materials and Methods: This retrospective single-center cohort included consecutive peripheral arterial revascularizations (2010–2023) performed via common femoral access under real-time ultrasound guidance. Hemostasis was achieved using MC or VCDs, categorized as collagen plug-based, suture-mediated, or clip-based systems. The primary endpoint was 30-day ASCs, defined as hematoma requiring management, pseudoaneurysm, bleeding requiring transfusion, access-site thrombosis/occlusion, arteriovenous fistula, or infection. The secondary endpoint was VCD failure, defined as unsuccessful hemostasis requiring adjunctive measures. Multivariable logistic regression adjusted for prespecified anatomical and procedural covariates, including sheath size > 6 Fr and puncture-site calcification. Results: Among 231 procedures, VCDs were used in 139 (60.2%) and MC in 92 (39.8%). ASC occurred in 28 cases (12.1%), with higher rates in the MC group compared with VCDs (18.5% vs. 9–14% across device types; p = 0.044). In adjusted analyses, MC (vs any VCD) (odds ratio [OR] 2.41, 95% confidence interval [CI] 1.06–5.47; p = 0.035), sheath size > 6 Fr, and puncture-site calcification were independently associated with ASCs. VCD failure occurred in 5 cases (3.6%) and was not observed with collagen plug-based devices. Conclusions: In this ultrasound-guided real-world peripheral cohort, VCD use was associated with lower 30-day ASC rates and low device failure rates compared with MC. Given the retrospective and non-randomized design, these findings should be considered hypothesis-generating and support individualized, imaging-guided strategies for femoral closure in peripheral interventions.

Verified
Journal Article
Open access
PDF file
TUThierry DR Unterseeh
Thierry DR Unterseeh
LDLivio D'Angelo
Livio D'Angelo
MAMariama Akodad
Mariama Akodad
YLYoucef Lounes
Youcef Lounes
HBHakim Benamer
Hakim Benamer
ISIoannis Skalidis
Ioannis Skalidis
(1) Background: Endovascular therapy is widely used for lower limb peripheral artery disease (PAD), yet device performance varies across vascular territories due to anatomical and biomechanical differences. This study evaluated territory- and lesion-specific outcomes following contemporary endovascular strategies in a real-world cohort. (2) Methods: This retrospective single-center study included consecutive patients undergoing endovascular revascularization of the iliac, superficial femoral (SFA), or popliteal arteries between 2010 and 2023. The primary endpoint was 12-month binary restenosis (≥50% diameter loss) assessed by duplex ultrasonography, CT angiography, or invasive angiography. Secondary outcomes included target lesion revascularization and procedural complications. Kaplan–Meier analysis was used to evaluate restenosis-free survival. Multivariable Cox models were constructed separately for each vascular territory, adjusting for relevant clinical and anatomical covariates. (3) Results: A total of 283 lesions were included (iliac n = 135; SFA n = 145; popliteal n = 102). At 12 months, restenosis rates differed substantially by treatment modality and arterial territory. In the iliac segment, covered stents demonstrated the lowest restenosis (12.8%), whereas in the SFA, interwoven nitinol stents yielded the most favorable profile (15.4%). In the popliteal artery, drug-coated balloons were associated with the lowest restenosis rate (16.7%). In multivariable analysis, covered stents (iliac), interwoven nitinol stents (SFA), and drug-coated balloons (popliteal) were independently associated with lower restenosis risk. Procedural success was high and complication rates were low. (4) Conclusions: Endovascular device performance is strongly influenced by arterial territory and lesion characteristics. Tailoring the treatment strategy to vessel biomechanics and lesion morphology may optimize mid-term patency in lower limb PAD. Larger prospective studies are warranted to validate these findings.

16 December 2025 in Biomedicines
Verified
Journal Article
Open access
PDF file
ISIoannis Skalidis
Ioannis Skalidis
LDLivio D'Angelo
Livio D'Angelo
YLYoucef Lounes
Youcef Lounes
FSFrancesca Sanguineti
Francesca Sanguineti
ANAntoinette Neylon
Antoinette Neylon
TUThierry DR Unterseeh
Thierry DR Unterseeh
Background: Optimal endovascular strategy for lower limb peripheral artery disease (PAD) remains debated, particularly regarding 1-year restenosis. Aim: To evaluate the association between drug-coated balloon (DCB)-based angioplasty and 1-year restenosis compared with stent-based and plain balloon strategies in a real-world PAD cohort. Methods: We performed a single-center retrospective analysis of 283 consecutive patients (mean age 67.5 ± 11.2 years, 79% male) undergoing lower limb angioplasty between 2010 and 2023. Patients were treated with one of five strategies: direct stent, pre-dilatation + stent, stent + post-dilatation, DCB ± bailout stent, or plain old balloon angioplasty (POBA). Restenosis at 12 months (≥50% diameter reduction on Doppler, CT angiography, or angiography) was the primary endpoint. Kaplan-Meier curves and multivariable Cox regression adjusted for clinical and lesion characteristics were used. The prespecified main comparison was DCB ± stent versus non-DCB strategies. Results: Overall, 1-year restenosis occurred in 81 patients (28.7%). Restenosis rates were 15.4% with DCB ± stent versus 34.2%, 29.8%, 31.5%, and 38.1% with direct stent, pre-dilatation + stent, stent + post-dilatation, and POBA, respectively (p = 0.004). In adjusted analysis, DCB ± stent was associated with a lower hazard of restenosis compared with direct stent (HR 0.52; 95% CI 0.31–0.87), whereas POBA was associated with a higher hazard versus DCB ± stent (HR 1.89; 95% CI 1.01–3.53). Periprocedural complication rates were low and similar across groups (overall 6.3%). Conclusions: In this real-world PAD cohort, DCB-based angioplasty was independently associated with lower 1-year restenosis compared with stent-based and plain balloon strategies, without an excess of procedural complications. Given the observational design and lesion-driven strategy selection, these findings should be interpreted as hypothesis-generating but support broader use of DCB in appropriately selected lesions.