Copertina

ECG Biometrics with ArcFace-Inception: External Validation on MIMIC and HEEDB

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Scagnetto, Arjuna
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Machine Learning Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Verification and Identification in ECG biometric on large-scale
di: Arjuna, Scagnetto
Pubblicazione: (2026)

MEETI: A Multimodal ECG Dataset from MIMIC-IV-ECG with Signals, Images, Features and Interpretations
di: Zhang, Deyun, et al.
Pubblicazione: (2025)

Validating Emergency Department Admission Predictions Based on Local Data Through MIMIC-IV
di: Meimeti, Francesca, et al.
Pubblicazione: (2025)

MIMIC: A Generative Multimodal Foundation Model for Biomolecules
di: Golkar, Siavash, et al.
Pubblicazione: (2026)

InceptionNeXt: When Inception Meets ConvNeXt
di: Yu, Weihao, et al.
Pubblicazione: (2023)

Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs
di: Liu, Andy Zeyi, et al.
Pubblicazione: (2026)

ExECG: An Explainable AI Framework for ECG models
di: Jang, Jong-Hwan, et al.
Pubblicazione: (2026)

Lightweight MobileNetV1+GRU for ECG Biometric Authentication: Federated and Adversarial Evaluation
di: Rai, Dilli Hang, et al.
Pubblicazione: (2025)

ECG-Soup: Harnessing Multi-Layer Synergy for ECG Foundation Models
di: Nguyen, Phu X., et al.
Pubblicazione: (2025)

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

OpenECG: Benchmarking ECG Foundation Models with Public 1.2 Million Records
di: Wan, Zhijiang, et al.
Pubblicazione: (2025)

LiteInception: A Lightweight and Interpretable Deep Learning Framework for General Aviation Fault Diagnosis
di: Wei, Zhihuan, et al.
Pubblicazione: (2026)

How Good is ChatGPT at Face Biometrics? A First Look into Recognition, Soft Biometrics, and Explainability
di: DeAndres-Tame, Ivan, et al.
Pubblicazione: (2024)

Echo2ECG: Enhancing ECG Representations with Cardiac Morphology from Multi-View Echos
di: Liman, Michelle Espranita, et al.
Pubblicazione: (2026)

ECG-RAMBA: Zero-Shot ECG Generalization by Morphology-Rhythm Disentanglement and Long-Range Modeling
di: Nguyen, Hai Duong, et al.
Pubblicazione: (2025)

MIMIC: Masked Image Modeling with Image Correspondences
di: Marathe, Kalyani, et al.
Pubblicazione: (2023)

Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model
di: Jin, Jiarui, et al.
Pubblicazione: (2025)

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

Severity Classification of Chronic Obstructive Pulmonary Disease in Intensive Care Units: A Semi-Supervised Approach Using MIMIC-III Dataset
di: Shojaei, Akram, et al.
Pubblicazione: (2025)

Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing
di: Wang, Hanhui, et al.
Pubblicazione: (2024)

BenchECG and xECG: a benchmark and baseline for ECG foundation models
di: Lunelli, Riccardo, et al.
Pubblicazione: (2025)

AnyECG: Evolved ECG Foundation Model for Holistic Health Profiling
di: Li, Jun, et al.
Pubblicazione: (2026)

MIMIC-RD: Can LLMs differentially diagnose rare diseases in real-world clinical settings?
di: AlDin, Zilal Eiz, et al.
Pubblicazione: (2025)

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

ECGMamba: Towards Efficient ECG Classification with BiSSM
di: Qiang, Yupeng, et al.
Pubblicazione: (2024)

Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model
di: Sartipi, Shadi, et al.
Pubblicazione: (2024)

Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data
di: Li, Tinghuan, et al.
Pubblicazione: (2025)

How Well Do Multimodal Models Reason on ECG Signals?
di: Xu, Maxwell A., et al.
Pubblicazione: (2026)

Simulator and Experience Enhanced Diffusion Model for Comprehensive ECG Generation
di: Wang, Xiaoda, et al.
Pubblicazione: (2025)

ECGTwin: Personalized ECG Generation Using Controllable Diffusion Model
di: Lai, Yongfan, et al.
Pubblicazione: (2025)

ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation
di: Oh, Jungwoo, et al.
Pubblicazione: (2026)

InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification
di: Kharbanda, Siddhant, et al.
Pubblicazione: (2021)

Extending Pretrained 10-Second ECG Foundation Models to Longer Horizons
di: Tang, Wei, et al.
Pubblicazione: (2026)

Biosignal Fingerprinting: A Cross-Modal PPG-ECG Foundation Model
di: Liu, Zhangdaihong, et al.
Pubblicazione: (2026)

Shortcut Learning in Binary Classifier Black Boxes: Applications to Voice Anti-Spoofing and Biometrics
di: Sahidullah, Md, et al.
Pubblicazione: (2026)

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

Synthetic ECG Generation for Data Augmentation and Transfer Learning in Arrhythmia Classification
di: Núñez, José Fernando, et al.
Pubblicazione: (2024)

xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM
di: Kang, Lei, et al.
Pubblicazione: (2025)

ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction
di: Riek, Nathan T., et al.
Pubblicazione: (2024)

ECG-SleepNet: Deep Learning-Based Comprehensive Sleep Stage Classification Using ECG Signals
di: Aghaomidi, Poorya, et al.
Pubblicazione: (2024)