:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Author:	Brag, N.
Format:	Preprint
Published:	2026
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2603.14030
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Pulse-PPG: An Open-Source Field-Trained PPG Foundation Model for Wearable Applications Across Lab and Field Settings
by: Saha, Mithun, et al.
Published: (2025)

Continuous Cardiac Arrest Prediction in ICU using PPG Foundation Model
by: Kataria, Saurabh, et al.
Published: (2025)

SIGMA-PPG: Statistical-prior Informed Generative Masking Architecture for PPG Foundation Model
by: Guo, Zongheng, et al.
Published: (2026)

SignalMC-MED: A Multimodal Benchmark for Evaluating Biosignal Foundation Models on Single-Lead ECG and PPG
by: Gustafsson, Fredrik K., et al.
Published: (2026)

Wavelet-Driven Masked Multiscale Reconstruction for PPG Foundation Models
by: Thukral, Megha, et al.
Published: (2026)

PPG-Distill: Efficient Photoplethysmography Signals Analysis via Foundation Model Distillation
by: Ni, Juntong, et al.
Published: (2025)

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

GPT-PPG: A GPT-based Foundation Model for Photoplethysmography Signals
by: Chen, Zhaoliang, et al.
Published: (2025)

Vision4PPG: Emergent PPG Analysis Capability of Vision Foundation Models for Vital Signs like Blood Pressure
by: Kataria, Saurabh, et al.
Published: (2025)

An Open-Source Training Dataset for Foundation Models for Black-box Optimization
by: Klein, Aaron, et al.
Published: (2026)

Benchmarking and Enhancing PPG-Based Cuffless Blood Pressure Estimation Methods
by: Mathew, Neville, et al.
Published: (2026)

EEG Foundation Models: Progresses, Benchmarking, and Open Problems
by: Liu, Dingkun, et al.
Published: (2026)

Position: Federated Foundation Language Model Post-Training Should Focus on Open-Source Models
by: Agrawal, Nikita, et al.
Published: (2025)

WindFM: An Open-Source Foundation Model for Zero-Shot Wind Power Forecasting
by: Fan, Hang, et al.
Published: (2025)

Benchmarking Deep Learning Models for Raman Spectroscopy Across Open-Source Datasets
by: Sineesh, Adithya, et al.
Published: (2026)

CarbonX: An Open-Source Tool for Computational Decarbonization Using Time Series Foundation Models
by: Maji, Diptyaroop, et al.
Published: (2025)

EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
by: Benfenati, Luca, et al.
Published: (2024)

OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction
by: Li, Zhonghang, et al.
Published: (2024)

Generalist vs Specialist Time Series Foundation Models: Investigating Potential Emergent Behaviors in Assessing Human Health Using PPG Signals
by: Kataria, Saurabh, et al.
Published: (2025)

OpenDPD: An Open-Source End-to-End Learning & Benchmarking Framework for Wideband Power Amplifier Modeling and Digital Pre-Distortion
by: Wu, Yizhuo, et al.
Published: (2024)

Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation
by: Tóth, Bálint, et al.
Published: (2025)

Open-Source Protein Language Models for Function Prediction and Protein Design
by: Pandi, Shivasankaran Vanaja, et al.
Published: (2024)

TabularFM: An Open Framework For Tabular Foundational Models
by: Tran, Quan M., et al.
Published: (2024)

Triplet Feature Fusion for Equipment Anomaly Prediction : An Open-Source Methodology Using Small Foundation Models
by: Yasuno, Takato
Published: (2026)

Towards Characterizing Knowledge Distillation of PPG Heart Rate Estimation Models
by: Arora, Kanav, et al.
Published: (2025)

Deriving Health Metrics from the Photoplethysmogram: Benchmarks and Insights from MIMIC-III-Ext-PPG
by: Moulaeifard, Mohammad, et al.
Published: (2026)

Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking
by: Zhang, Yuwei, et al.
Published: (2024)

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

Early Prediction of Multiple Sclerosis Disability Progression via Multimodal Foundation Model Benchmarks
by: Usdin, Maxime, et al.
Published: (2025)

Benchmarking Pathology Foundation Models for Breast Cancer Survival Prediction
by: Gustafsson, Fredrik K., et al.
Published: (2026)

OpenDDI: A Comprehensive Benchmark for DDI Prediction
by: Jin, Xinmo, et al.
Published: (2026)

GraphSL: An Open-Source Library for Graph Source Localization Approaches and Benchmark Datasets
by: Wang, Junxiang, et al.
Published: (2024)

In-Hospital Stroke Prediction from PPG-Derived Hemodynamic Features
by: Liu, Jiaming, et al.
Published: (2026)

Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models
by: Belhasin, Omer, et al.
Published: (2024)

Estimating Clinical Lab Test Result Trajectories from PPG using Physiological Foundation Model and Patient-Aware State Space Model -- a UNIPHY+ Approach
by: Wang, Minxiao, et al.
Published: (2025)

MedConceptsQA: Open Source Medical Concepts QA Benchmark
by: Shoham, Ofir Ben, et al.
Published: (2024)

OpenVLA: An Open-Source Vision-Language-Action Model
by: Kim, Moo Jin, et al.
Published: (2024)

Augmenting Biological Fitness Prediction Benchmarks with Landscapes Features from GraphFLA
by: Huang, Mingyu, et al.
Published: (2025)

An Open-Source Software Toolkit & Benchmark Suite for the Evaluation and Adaptation of Multimodal Action Models
by: Guruprasad, Pranav, et al.
Published: (2025)

A Machine Learning Approach to Predict Biological Age and its Longitudinal Drivers
by: Dunbayeva, Nazira, et al.
Published: (2025)