Cover Image

Enhancing Ischemia Detection: A Comparative Analysis of 15-Lead vs. 12-Lead ECG in Differential Diagnosis and Prognostic Prediction

Fuente: Zenodo

Saved in:

Bibliographic Details
Main Author:	Islam, Md Ariful
Format:	Recurso digital
Published:	Zenodo 2025
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Enhancing Ischemia Detection: A Comparative Analysis of 15-Lead vs. 12-Lead ECG in Differential Diagnosis and Prognostic Prediction
by: Islam, Md Ariful
Published: (2025)

Reconstructing 12-Lead ECG from 3-Lead ECG using Variational Autoencoder to Improve Cardiac Disease Detection of Wearable ECG Devices
by: Guan, Xinyan, et al.
Published: (2025)

Multi-Channel Masked Autoencoder and Comprehensive Evaluations for Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG
by: Chen, Jiarong, et al.
Published: (2024)

Translation from Wearable PPG to 12-Lead ECG
by: Ji, Hui, et al.
Published: (2025)

Alternative Lead ECG Placements
by: José Luis Morales‐Arteaga, et al.
Published: (2026)

One Dimensional CNN ECG Mamba for Multilabel Abnormality Classification in 12 Lead ECG
by: Jiang, Huawei, et al.
Published: (2025)

AI-based 3-Lead to 12-Lead ECG Reconstruction: Towards Smartphone-based Public Healthcare
by: Mallick, Aditya, et al.
Published: (2024)

An Attention-Augmented VAE-BiLSTM Framework for Anomaly Detection in 12-Lead ECG Signals
by: Basora, Marc Garreta, et al.
Published: (2025)

Vib2ECG: A Paired Chest-Lead SCG-ECG Dataset and Benchmark for ECG Reconstruction
by: Lu, Guorui, et al.
Published: (2026)

From Reports to Ontologies: Ontology-Guided Representation Learning for 12-Lead ECG
by: Xu, Lei, et al.
Published: (2026)

ECG-IMN: Interpretable Mesomorphic Neural Networks for 12-Lead Electrocardiogram Interpretation
by: Thambawita, Vajira, et al.
Published: (2026)

ODE-Constrained Generative Modeling of Cardiac Dynamics for 12-Lead ECG Synthesis
by: Yehuda, Yakir, et al.
Published: (2024)

CuPID: Leveraging Masked Single-Lead ECG Modelling for Enhancing the Representations
by: Atienza, Adtian, et al.
Published: (2025)

An Open-Source Python Framework and Synthetic ECG Image Datasets for Digitization, Lead and Lead Name Detection, and Overlapping Signal Segmentation
by: Rahimi, Masoud, et al.
Published: (2025)

Transformer-Driven Triple Fusion Framework for Enhanced Multimodal Author Intent Classification in Low-Resource Bangla
by: Islam, Ariful, et al.
Published: (2025)

CoRe-ECG: Advancing Self-Supervised Representation Learning for 12-Lead ECG via Contrastive and Reconstructive Synergy
by: Qin, Zehao, et al.
Published: (2026)

Advanced Neural Network Architecture for Enhanced Multi-Lead ECG Arrhythmia Detection through Optimized Feature Extraction
by: Challagundla, Bhavith Chandra
Published: (2024)

A Rare Case of RNRVAS Termination and Re‐Initiation Visualized on a 12‐Lead ECG
by: Tomoyoshi Morioku, et al.
Published: (2026)

BanglaSentNet: An Explainable Hybrid Deep Learning Framework for Multi-Aspect Sentiment Analysis with Cross-Domain Transfer Learning
by: Islam, Ariful, et al.
Published: (2025)

Self-Alignment Learning to Improve Myocardial Infarction Detection from Single-Lead ECG
by: Jin, Jiarui, et al.
Published: (2025)

Evaluation of a Low-Cost Single-Lead ECG Module for Vascular Ageing Prediction and Studying Smoking-induced Changes in ECG
by: Ali, S. Anas, et al.
Published: (2023)

A Unified Framework for Evaluating and Enhancing the Transparency of Explainable AI Methods via Perturbation-Gradient Consensus Attribution
by: Islam, Md. Ariful, et al.
Published: (2024)

RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis
by: Rahman, Md. Mostafizer, et al.
Published: (2024)

Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs
by: Liu, Che, et al.
Published: (2025)

Multimodal Latent Fusion of ECG Leads for Early Assessment of Pulmonary Hypertension
by: Suvon, Mohammod N. I., et al.
Published: (2025)

FoundationalECGNet: A Lightweight Foundational Model for ECG-based Multitask Cardiac Analysis
by: Sk., Md. Sajeebul Islam, et al.
Published: (2025)

Cardioformer: Advancing AI in ECG Analysis with Multi-Granularity Patching and ResNet
by: Mobin, Md Kamrujjaman, et al.
Published: (2025)

Identifying Demographic Factors Affecting the ECG Duration Collected Using a Single‐Lead ECG Patch Device
by: Dillon J. Dzikowicz, et al.
Published: (2025)

Extremely Low Doses of CpG Oligodeoxynucleotides From Streptococcus thermophilus LacZ Strongly Induce CXCL5 in Macrophages
by: Md. Rayhan Chowdhury, et al.
Published: (2025)

Arrhythmia Classification from 12-Lead ECG Signals Using Convolutional and Transformer-Based Deep Learning Models
by: Apostol, Andrei, et al.
Published: (2025)

HexagonalWarriorMamba: Superior Threshold-Dependent Multi-label Classification of 12-Lead ECG Cardiac Abnormalities
by: Jiang, Huawei, et al.
Published: (2026)

Holter-to-Sleep: AI-Enabled Repurposing of Single-Lead ECG for Sleep Phenotyping
by: Xie, Donglin, et al.
Published: (2026)

AnyECG-Lab: An Exploration Study of Fine-tuning an ECG Foundation Model to Estimate Laboratory Values from Single-Lead ECG Signals
by: Xiao, Yujie, et al.
Published: (2025)

Ensemble Learning for Healthcare: A Comparative Analysis of Hybrid Voting and Ensemble Stacking in Obesity Risk Prediction
by: Islam, Towhidul, et al.
Published: (2025)

Comparing Deep Neural Network for Multi-Label ECG Diagnosis From Scanned ECG
by: Nguyen, Cuong V., et al.
Published: (2025)

Utility‐Scale Solar Photovoltaic Plant Performance Assessment: A RETScreen‐Based Analysis
by: Md. Ramjan Chowdhury, et al.
Published: (2026)

Utility of a Novel 12‐Lead ECG Criterion for Localizing Manifest Right Sided Accessory Pathways: A Derivation Study
by: Ahmed El‐Damaty, et al.
Published: (2026)

Revolutionizing Brain Tumor Detection Using Explainable AI in MRI Images
by: Md. Ariful Islam, et al.
Published: (2025)

Estimating ECG Intervals from Lead-I Alone: External Validation of Supervised Models
by: Alam, Ridwan, et al.
Published: (2024)

Composition-Dependent Plasmon-Enhanced Emission in Lead-Free Cs$_3$Cu$_2$X$_5$ Halides: A DFT--FDTD Study
by: Debnath, Shoumik, et al.
Published: (2026)