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15 citation(s) found for "Liu, Xiaoke".

PTM-LLM: Matching Eligible Patients to Trials Based on Large Language Models and Retrieval-Augmented Generation
Chowdhury, Shaika , Wi, Chung-Il, Vassilaki, Maria, Liu, Xiaoke, Sio, Terence T., Garrick, Owen, Juhn, Young J., Tao, Cui, Zong, Nansu , Li, Xiaodi , Vassilaki, Maria , Juhn, Young J. , Cerhan, James R.

Mayo Clinic

2026 IEEE 14th International Conference on Healthcare Informatics (ICHI) | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: 174-183

10.1109/ichi69079.2026.00033 Get It

First-in-Human Clinical Experience With Focal Pulsed Field and Radiofrequency Dual-Modality Ablation for Treatment Refractory Left Ventricular Summit PVCs
Patil, Shivaraj, Liu, Xiaoke Ken, Siontis, Konstantinos C. , Prasitlumkum, Narut , Asirvatham, S, Cha, Yong‐Mei , Munoz, Freddy Del‐Carpio , Deshmukh, Abhishek , DeSimone, Christopher V. , Friedman, Paul A. , Madhavan, Malini , Mulpuru, S K, Munger, Thomas, Nguyen, Duy T. , Tan, N, Sugrue, Alan , Killu, Ammar M. , Asirvatham, Samuel J. , Liu, Xiaoke , Asirvatham, Samuel J , Del-Carpio Munoz, Freddy , Deshmukh, Abhishek J , Ezzeddine, Fatima , Friedman, Paul A , Kowlgi, Narayan G , Madhavan, Malini , Mulpuru, Siva K , Nguyen, Duy, Noseworthy, Peter A , Tan, Nicholas , Sugrue, Alan , Kapa, Suraj , Killu, Ammar M , DeSimone, Christopher V , Prasitlumkum, Narut , Ezzeddine, Fatima M. , Kowlgi, Gurukripa N. , Mulpuru, Siva K. , Munger, Thomas M., Noseworthy, Peter A. , Kapa, Suraj

Mayo Clinic

Circulation: Arrhythmia and Electrophysiology | April 24, 2026 | Volume: 19 | Issue: 6 | Pages: No page available

10.1161/circep.126.014942 | PMID 42030455 Get It

BACKGROUND: Radiofrequency (RF) ablation of premature ventricular complexes (PVCs) originating from the left ventricular summit may be unsuccessful, highlighting the need for alternative approaches. We aimed to assess the efficacy and safety of a novel dual-modality focal catheter in treating left ventricular summit PVCs in patients who had failed previous RF ablation. METHODS: Patients were prospectively enrolled and underwent a redo ablation procedure using an irrigated, contact-force sensing, dual-modality focal catheter (TactiFlex Duo, Abbott) under compassionate use indication. The ablation strategy, including the choice of energy modality (monopolar pulsed field [PF], RF, or both), was left to the operator’s discretion. Safety assessments included serial biomarkers, renal function, and CMR within 36 hours. Efficacy was defined as ≥80% reduction in PVC burden with symptom resolution at 3-month follow-up. RESULTS: Six consecutive patients (4 men; mean age, 53.8±15 years) with symptomatic left ventricular summit PVCs and a prior failed RF ablation (range, 1–2) were prospectively enrolled. All PVCs had an inferior axis, with a left bundle V1 morphology observed in 4 of 6 cases (mean burden, 30.1±5.3%). Acute suppression of PVCs was achieved in all cases. Acute suppression with a single PF application in the great cardiac vein-anterior interventricular vein occurred in 2 patients, while 3 patients required additional RF, PF, or combined RF+PF applications at adjacent sites. One patient with an inaccessible great cardiac vein-anterior interventricular vein was successfully treated in the left ventricular outflow tract with RF+PF application. Transient, reversible left anterior descending vasospasm was observed during PF delivery in 2 of 5 cases that underwent PF application adjacent to a coronary artery, despite pretreatment with intracoronary nitroglycerin without ECG or hemodynamic sequelae. All patients had durable suppression of PVCs at follow-up. CONCLUSIONS: In its first human application, dual-modality ablation was feasible and effective for refractory left ventricular summit PVCs. Transient coronary vasospasm occurred, though it was reversible and without acute clinical consequences.
Outcomes of Minimally Interrupted versus Uninterrupted Direct Oral Anticoagulants Use Prior to Implantation of Cardiac Implantable Electronic Devices
Dai, Qiying , Khan, Hina Rmsha Alfia, Zou, Tian , Wang, Weijia, Tian, Zou, Wang, Weijia , Liu, Xiaoke

Mayo Clinic

Journal of Cardiovascular Electrophysiology | February 18, 2026 | Volume: 37 | Issue: 4 | Pages: 864-868

10.1111/jce.70289 | PMID 41703896 Get It

ABSTRACT Background Optimal management of direct oral anticoagulants (DOAC) prior to implantation of cardiac implantable electronic devices (CIED) remains controversial. Objective To determine whether a strategy of minimal interruption of DOAC before cardiac CIED implantation is associated with improved clinical outcomes compared to uninterrupted DOAC use. Methods The electronic clinical records of 310 patients who were on DOAC and underwent CIED implantation were evaluated. The patients were separated into 2 groups: patients in Group 1 had minimal DOAC interruption (DOAC held < 24 h before procedure), while patients in Group 2 continued DOAC before procedure. Resumption of DOAC in both groups was on the same day of the procedure or the next morning at the operator's discretion. Clinically significant pocket hematoma and thromboembolic events were compared. Results Among the 310 patients, 71 (22.9%) of them had DOAC held < 24 h before procedure, while DOAC was continued without interruption in 239 (77.1%) in the periprocedural period. Clinically significant pocket hematomas were found in 1 patient (1.4%) in the DOAC interrupted group and 24 (10.0%) in the DOAC continuous group ( p = 0.046). Low thromboembolic events were observed in both groups: 0 in the minimally interrupted group and 1 (0.4%) in the un‐interrupted group ( p > 0.05). Conclusion The bleeding risk in our cohort of patients who underwent CIED implantation with the uninterrupted DOAC approach is higher than previously reported in the literature. A minimally interrupted approach appears to mitigate this risk without significantly increasing the risk of thromboembolism.
Atrial and Ventricular Dyssynchrony, Cardiomyopathy, and Atrial Fibrillation: To Synchronize or to Ablate First?
Dai, Qiying , Asirvatham, Samuel J. , Cha, Yong‐Mei , Balf, Dragos, Hart, Courtney, Liu, Xiaoke , Asirvatham, Samuel J , Hart, Courtney, Liu, Xiaoke

Mayo Clinic

Pacing and Clinical Electrophysiology | November 25, 2025 | Volume: 49 | Issue: 2 | Pages: 161-165

10.1111/pace.70095 | PMID 41288324 Get It

ABSTRACT Background Optimal management in patients presenting with persistent atrial fibrillation, cardiomyopathy, and atrial as well as ventricular dyssynchrony with left bundle branch block is unclear. Results and Methods A 67‐year‐old female patient presented with persistent atrial fibrillation, cardiomyopathy with a newly reduced ejection fraction (EF), increased P wave duration on electrocardiogram (ECG) and left bundle branch block. After shared decision making, the patient elected to proceed with Bachman bundle/left bundle branch area pacing plus atrioventricular (AV) node ablation. At 6‐month follow‐up post procedure, a repeat echocardiogram showed normalized atrial size and EF (65%). Device interrogation demonstrated no recurrent atrial fibrillation with the patient off antiarrhythmic and heart failure medical therapy. Conclusions Integrated atrial and ventricular synchronization through Bachmann bundle and left bundle branch area pacing may help break the cycle of dyssynchrony, remodeling, and arrhythmia. In combination with AV node ablation, it may be considered as an alternative treatment option in certain cases after shared decision making.
Successful management of complete heart block in checkpoint inhibitor induced myocarditis by left bundle branch area pacing: a case report
Balf, Dragos, Raza, Mohammad Q. , Meyers, Michael, Liu, Xiaoke , Meyers, Michael, Liu, Xiaoke

Mayo Clinic

European Heart Journal - Case Reports | November 15, 2024 | Volume: 8 | Issue: 11 | Pages: No page available

10.1093/ehjcr/ytae579 | PMID 39554765 Get It

Abstract Background Optimal management of checkpoint inhibitor-induced complete heart block is unknown. Previous reports showed relatively high incidence of pacing failure due to the co-existing myocarditis. Case summary A 71-year-old male with a prior history of stage IV metastatic squamous cell lung cancer presents was admitted for dyspnoea and hypotension 10 days after checkpoint inhibitor treatment using pembrolizumab. He was found to have myocarditis, third-degree AV block, severe left ventricular systolic dysfunction with EF 35%, and required pressure support. A dual chamber pacemaker using left bundle branch area pacing (LBBAP) was urgently placed that immediately improved his haemodynamics. Both the cathode and anode were able to capture the ventricle at different pacing outputs. The patient was taken off all intravenous pressors and successfully transferred to a larger centre for further management of the myocarditis with no further arrhythmia or hypotension. Discussion In conclusion, because of the unique ability to capture a large amount of myocardium from both the tip and ring electrodes as well as the ability to deliver cardiac resynchronization therapy, LBBAP may be the preferred pacing strategy in patients who develop complete heart block due to checkpoint inhibitor-induced myocarditis.
Stratifying heart failure patients with graph neural network and transformer using Electronic Health Records to optimize drug response prediction
Chowdhury, Shaika , Chen, Yongbin , Ma, Xiao , Dai, Qiying , Yu, Yue , Jiang, Xiaoqian , Sohn, Sunghwan , Zong, Nansu , Chowdhury, Shaika , Rajaganapathy, Sivaraman , Jiang, Xiaoqian , Bielinski, Suzette J. , Li, Pengyang , Wen, Andrew , Fu, Sunyang , He, Zhe , Liu, Xiaoke , Chamberlain, Alanna M. , Cerhan, James R.

Mayo Clinic

Journal of the American Medical Informatics Association | May 31, 2024 | Volume: 31 | Issue: 8 | Pages: 1671-1681

10.1093/jamia/ocae137 | PMID 38926131 Get It

Abstract Objectives Heart failure (HF) impacts millions of patients worldwide, yet the variability in treatment responses remains a major challenge for healthcare professionals. The current treatment strategies, largely derived from population based evidence, often fail to consider the unique characteristics of individual patients, resulting in suboptimal outcomes. This study aims to develop computational models that are patient-specific in predicting treatment outcomes, by utilizing a large Electronic Health Records (EHR) database. The goal is to improve drug response predictions by identifying specific HF patient subgroups that are likely to benefit from existing HF medications. Materials and Methods A novel, graph-based model capable of predicting treatment responses, combining Graph Neural Network and Transformer was developed. This method differs from conventional approaches by transforming a patient's EHR data into a graph structure. By defining patient subgroups based on this representation via K-Means Clustering, we were able to enhance the performance of drug response predictions. Results Leveraging EHR data from 11 627 Mayo Clinic HF patients, our model significantly outperformed traditional models in predicting drug response using NT-proBNP as a HF biomarker across five medication categories (best RMSE of 0.0043). Four distinct patient subgroups were identified with differential characteristics and outcomes, demonstrating superior predictive capabilities over existing HF subtypes (best mean RMSE of 0.0032). Discussion These results highlight the power of graph-based modeling of EHR in improving HF treatment strategies. The stratification of patients sheds light on particular patient segments that could benefit more significantly from tailored response predictions. Conclusions Longitudinal EHR data have the potential to enhance personalized prognostic predictions through the application of graph-based AI techniques.
Successful prediction of left bundle branch block‐induced cardiomyopathy and treatment effect by artificial intelligence‐enabled electrocardiogram
Carpenter, Caitlin, Friedman, Paul A. , Dhawan, Rahul, Friedman, Paul A , Dhawan, Rahul , Omer, Mohamed , Liu, Xiaoke

Mayo Clinic

Pacing and Clinical Electrophysiology | April 7, 2024 | Volume: 47 | Issue: 6 | Pages: 776-779

10.1111/pace.14980 | PMID 38583090 Get It

AbstractBackgroundLeft bundle branch block (LBBB) induced cardiomyopathy is an increasingly recognized disease entity. However, no clinical testing has been shown to be able to predict such an occurrence.Case reportA 70‐year‐old male with a prior history of LBBB with preserved ejection fraction (EF) and no other known cardiovascular conditions presented with presyncope, high‐grade AV block, and heart failure with reduced EF (36%). His coronary angiogram was negative for any obstructive disease. No other known etiologies for cardiomyopathy were identified. Artificial intelligence‐enabled ECGs performed 6 years prior to clinical presentation consistently predicted a high probability (up to 91%) of low EF. The patient successfully underwent left bundle branch area (LBBA) pacing with correction of the underlying LBBB. Subsequent AI ECGs showed a large drop in the probability of low EF immediately after LBBA pacing to 47% and then to 3% 2 months post procedure. His heart failure symptoms markedly improved and EF normalized to 54% at the same time.ConclusionsArtificial intelligence‐enabled ECGS may help identify patients who are at risk of developing LBBB‐induced cardiomyopathy and predict the response to LBBA pacing.
Using artificial intelligence-enabled electrocardiogram to predict cardiac resynchronization therapy outcomes of left bundle branch area pacing
Munoz, Freddy Del‐Carpio , Friedman, Paul A. , Cha, Yong‐Mei , Chen, Jingjing , Ezzeddine, Fatima , Liu, Xiaoke , Del-Carpio Munoz, Freddy , Friedman, Paul A , Cha, Yong-Mei , Ezzeddine, Fatima M. , Liu, Xiaoke

Mayo Clinic

Europace | January 16, 2024 | Volume: 26 | Issue: 1 | Pages: No page available

10.1093/europace/euae007 | PMID 38227817 Get It

Feasibility and Safety Study of Concomitant Left Bundle Branch Area Pacing and Atrioventricular Node Ablation with Same-Day Hospital Dismissal
Liu, Zhigang , Liu, Xiaoke , Liu, Xiaoke

Mayo Clinic

Journal of Clinical Medicine | November 9, 2023 | Volume: 12 | Issue: 22 | Pages: 7002

10.3390/jcm12227002 | PMID 38002617 Get It

Background: Left bundle branch area pacing (LBBAP) has rapidly emerged as a promising modality of physiologic pacing and has demonstrated excellent lead stability. In this retrospective study, we evaluate whether this pacing modality can allow concomitant atrioventricular node (AVN) ablation and same-day dismissal. Methods: Twenty-four consecutive patients (female 63%, male 37%) with an average age of 78 ± 5 years were admitted for pacemaker (75%)/defibrillator (25%) implantations and concomitant AVN ablation. Device implantation with LBBAP was performed first, followed by concomitant AVN ablation through left axillary vein access to allow for quicker post-procedure ambulation. The patients were discharged on the same day after satisfactory post-ambulation device checks. Results: LBBAP was successful in 22 patients (92% in total, 20 patients had an LBBP and two patients had a likely LBBP), followed by AVN ablation from left axillary vein access (21/24, 88%). All patients had successful post-op chest x-rays, post-ambulation device checks, and were discharged on the same day. After a mean follow up of three months, no major complications occurred, such as LBBA lead dislodgement requiring a lead revision. The LBBA lead pacing parameters immediately after implantation vs. three-month follow up were a capture threshold of 0.8 ± 0.3 V@0.4 ms vs. 0.6 ± 0.3 V@0.4 ms, sensing 9.9 ± 3.9 mV vs. 10.4 ± 4.1 mV, and impedance of 710 ± 216 ohm vs. 544 ± 110 ohm. The QRS duration before and after AVN ablation was 117 ± 32 ms vs. 123 ± 14 ms. Mean LVEF before and three months after the implantation was 44 ± 14% vs. 46 ± 12%. Conclusion: LBBA pacing not only offers physiologic pacing, but also allows for a concomitant AVN ablation approach from the left axillary vein and safe same-day hospital dismissal.
Left bundle branch area pacing too far away from the tricuspid annulus may cause pacing induced cardiomyopathy
Meyers, Michael C. , Liu, Xiaoke , Meyers, Michael, Meyers, Michael

Mayo Clinic

Pacing and Clinical Electrophysiology | October 4, 2023 | Volume: 46 | Issue: 11 | Pages: 1333-1336

10.1111/pace.14837 | PMID 37793054 Get It

Abstract Background Physiologic pacing through left bundle branch area pacing (LBBAP) has recently been shown to be a very promising alternative for cardiac resynchronization therapy (CRT) and to avoid pacing induced cardiomyopathy. However, it is not clear whether the position of LABBP lead may affect the clinical outcomes. Case Report We here report a case of likely LBBAP induced worsening heart failure and cardiomyopathy reversed by re‐positioning of the pacing lead towards a more annular position. A 70‐year‐old male with a previous history of non‐ischemic dilated cardiomyopathy (ejection fraction 40%) who developed intermittent complete heart block and required permanent ventricular pacing. LBBAP was performed with the lead positioned to a position relatively far away from the tricuspid annulus (3.7 cm), due to difficulty in fixating the lead deep into the septum at a more annular position. One month post procedure, the patient's heart failure symptoms worsened, and his EF decreased to 31% despite good heart failure management. He underwent CRT upgrade with successful revision of the originally implanted LBBAP lead to a more annular position, using a deflectable delivery sheath. This resulted in further narrowing of the paced QRS duration from 135 to 106 ms. Two months post procedure, his heart failure symptoms improved by one functional class, and EF improved to 41% by echocardiogram. Conclusions LBBAP may be harmful when the lead is placed too far away from the annulus and may cause paced induced cardiomyopathy.