Benchmark Problems and Benchmark Datasets for the evaluation of Machine and Deep Learning methods on Photoplethysmography signals: the D4 report from the QUMPHY project
Fuente:
arXiv
Guardado en:
| Autores principales: | Hackstein, Urs, Alastruey, Jordi, Aston, Philip, Bench, Ciaran, Charlton, Peter H., Coquelin, Loic, Hegemann, Nando, Marozas, Vaidotas, Moulaeifard, Mohammad, Nandi, Manasi, Petrenas, Andrius, Pfeffer, Oskar, Rinkevicius, Mantas, Solosenko, Andrius, Strodthoff, Nils, Vardanega, Sara |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches
por: Moulaeifard, Mohammad, et al.
Publicado: (2025)
por: Moulaeifard, Mohammad, et al.
Publicado: (2025)
Uncertainty Reliability Under Domain Shift: An Investigation for Data-Driven Blood Pressure Estimation in Photoplethysmography
por: Moulaeifard, Mohammad, et al.
Publicado: (2026)
por: Moulaeifard, Mohammad, et al.
Publicado: (2026)
A systematic evaluation of uncertainty quantification techniques in deep learning: a case study in photoplethysmography signal analysis
por: Bench, Ciaran, et al.
Publicado: (2025)
por: Bench, Ciaran, et al.
Publicado: (2025)
Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction tasks
por: Bench, Ciaran, et al.
Publicado: (2025)
por: Bench, Ciaran, et al.
Publicado: (2025)
Deriving Health Metrics from the Photoplethysmogram: Benchmarks and Insights from MIMIC-III-Ext-PPG
por: Moulaeifard, Mohammad, et al.
Publicado: (2026)
por: Moulaeifard, Mohammad, et al.
Publicado: (2026)
Obstructive Sleep Apnea Characterization: A Multimodal Cross-Recurrence-Based Approach for Investigating Atrial Fibrillation
por: Rinkevičius, Mantas, et al.
Publicado: (2025)
por: Rinkevičius, Mantas, et al.
Publicado: (2025)
Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking Study
por: Moulaeifard, Mohammad, et al.
Publicado: (2025)
por: Moulaeifard, Mohammad, et al.
Publicado: (2025)
Using Photoplethysmography to Detect Real-time Blood Pressure Changes with a Calibration-free Deep Learning Model
por: Hong, Jingyuan, et al.
Publicado: (2024)
por: Hong, Jingyuan, et al.
Publicado: (2024)
Trustworthy deep domain adaptation for wearable photoplethysmography signal analysis with decision-theoretic uncertainty quantification
por: Bench, Ciaran
Publicado: (2026)
por: Bench, Ciaran
Publicado: (2026)
On the convergence of adaptive Galerkin FEM for parametric PDEs with lognormal coefficients
por: Eigel, Martin, et al.
Publicado: (2023)
por: Eigel, Martin, et al.
Publicado: (2023)
Open ArcGIS Pro Offline Locators for South America
por: Kučas, Andrius
Publicado: (2026)
por: Kučas, Andrius
Publicado: (2026)
Probabilistic Overview of Probabilities of Default for Low Default Portfolios by K. Pluto and D. Tasche
por: Grigutis, Andrius
Publicado: (2023)
por: Grigutis, Andrius
Publicado: (2023)
DISPATCH methods: an approximate, entropy-based Riemann solver for ideal magnetohydrodynamics
por: Popovas, Andrius
Publicado: (2022)
por: Popovas, Andrius
Publicado: (2022)
Foods that cause adverse reactions and ailments: the EuroPrevall survey results in Vilnius (Lithuania)
por: Andrius Kavaliūnas
Publicado: (2013)
por: Andrius Kavaliūnas
Publicado: (2013)
On the exact survival probability by setting discrete random variables in E. Sparre Andersen's model
por: Grigutis, Andrius
Publicado: (2023)
por: Grigutis, Andrius
Publicado: (2023)
Multimodal neuromonitoring
por: Andrius Macas
Publicado: (2012)
por: Andrius Macas
Publicado: (2012)
Patellofemoral joint biomechanics in the females with anterior knee pain applying full weight bearing kinematic MRI
por: Andrius Brazaitis
Publicado: (2015)
por: Andrius Brazaitis
Publicado: (2015)
Sedation in the post-anaesthesia care unit
por: Andrius Macas
Publicado: (2012)
por: Andrius Macas
Publicado: (2012)
Fyodor Dostoevsky’s “I am more than all” and Its Implications for the Political
por: Andrius Bielskis
Publicado: (2021)
por: Andrius Bielskis
Publicado: (2021)
The Reasons of Emigration of Russians from Lithuania: Research Overview, Analysis of Press and Interview Data
por: Andrius Marcinkevičius
Publicado: (2021)
por: Andrius Marcinkevičius
Publicado: (2021)
Transformation of Communist Media Content and Public Space According to the Discourse ‘39Pact: Exiting the “Labyrinth” as an Act of Communication
por: Vaišnys Andrius
Publicado: (2020)
por: Vaišnys Andrius
Publicado: (2020)
Peripartum cardiomyopathy: case report
por: Andrius Macas
Publicado: (2012)
por: Andrius Macas
Publicado: (2012)
VALUE CREATION IN INNOVATIONS CROWDSOURCING. EXAMPLE OF CREATIVE AGENCIES
por: Andrius Agafonovas
Publicado: (2013)
por: Andrius Agafonovas
Publicado: (2013)
A industrialização de uma comunidade de imigrantes alemães no sul do Brasil: Santa Cruz do Sul, 1849-1918
por: Andrius Estevam Noronha
Publicado: (2020)
por: Andrius Estevam Noronha
Publicado: (2020)
O POSICIONAMENTO DA ELITE POLÍTICA REGIONAL NAS INSTITUIÇÕES DE UMA COMUNIDADE DE IMIGRANTES ALEMÃES NO INTERIOR DO ESTADO DO RIO GRANDE DO SUL: O CASO DE SANTA CRUZ DO SUL NO CONTEXTO DE INTERNACIONALIZAÇÃO DA ECONOMIA FUMAGEIRA
por: Andrius Estevam Noronha
Publicado: (2008)
por: Andrius Estevam Noronha
Publicado: (2008)
Quantifying the uncertainty of model-based synthetic image quality metrics
por: Bench, Ciaran, et al.
Publicado: (2025)
por: Bench, Ciaran, et al.
Publicado: (2025)
Sample-based almost-sure quasi-optimal approximation in reproducing kernel Hilbert spaces
por: Hegemann, Nando, et al.
Publicado: (2024)
por: Hegemann, Nando, et al.
Publicado: (2024)
The Famous American Economist H. Markowitz and Mathematical Overview of his Portfolio Selection Theory
por: Gasparavičius, Ignas, et al.
Publicado: (2024)
por: Gasparavičius, Ignas, et al.
Publicado: (2024)
On a positivity property of the real part of logarithmic derivative of the Riemann $ξ$-function
por: Goldštein, Edvinas, et al.
Publicado: (2022)
por: Goldštein, Edvinas, et al.
Publicado: (2022)
Note on the positivity of the real part of the log-derivative of the Riemann $ξ$-function near the critical line
por: Grigutis, Andrius, et al.
Publicado: (2025)
por: Grigutis, Andrius, et al.
Publicado: (2025)
Distribution of shifted discrete random walk generated by distinct random variables and applications in ruin theory
por: Gervė, Simonas, et al.
Publicado: (2022)
por: Gervė, Simonas, et al.
Publicado: (2022)
The limit law of certain discrete multivariate distributions
por: Grigutis, Andrius, et al.
Publicado: (2024)
por: Grigutis, Andrius, et al.
Publicado: (2024)
A Case of Successful Allogeneic Hematopoietic Stem Cell Transplantation in a Severely Underweight Patient with Aplastic Anemia
por: Lilija Banceviča, et al.
Publicado: (2024)
por: Lilija Banceviča, et al.
Publicado: (2024)
Simultaneous Inference of Effective Range Parameters and EFT Truncation Uncertainty in $^{3}$He-$α$ Scattering
por: Burnelis, Andrius, et al.
Publicado: (2025)
por: Burnelis, Andrius, et al.
Publicado: (2025)
Style transfer as data augmentation: evaluating unpaired image-to-image translation models in mammography
por: Ahmed, Emir, et al.
Publicado: (2025)
por: Ahmed, Emir, et al.
Publicado: (2025)
Trustworthy image-to-image translation: evaluating uncertainty calibration in unpaired training scenarios
por: Bench, Ciaran, et al.
Publicado: (2025)
por: Bench, Ciaran, et al.
Publicado: (2025)
Estimating systematic errors in Bayesian inversion using transport maps
por: Casfor, Maren, et al.
Publicado: (2025)
por: Casfor, Maren, et al.
Publicado: (2025)
Efficient Picosecond-Laser Lift-Off of Copper Oxide from Copper: Modelling and Experiment
por: Žemaitis, Andrius, et al.
Publicado: (2026)
por: Žemaitis, Andrius, et al.
Publicado: (2026)
Picturesque convolution-like recurrences and partial sums' generation
por: Gasparavičius, Ignas, et al.
Publicado: (2025)
por: Gasparavičius, Ignas, et al.
Publicado: (2025)
Ruin probability for renewal risk models with neutral net profit condition
por: Grigutis, Andrius, et al.
Publicado: (2023)
por: Grigutis, Andrius, et al.
Publicado: (2023)
Ejemplares similares
-
Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches
por: Moulaeifard, Mohammad, et al.
Publicado: (2025) -
Uncertainty Reliability Under Domain Shift: An Investigation for Data-Driven Blood Pressure Estimation in Photoplethysmography
por: Moulaeifard, Mohammad, et al.
Publicado: (2026) -
A systematic evaluation of uncertainty quantification techniques in deep learning: a case study in photoplethysmography signal analysis
por: Bench, Ciaran, et al.
Publicado: (2025) -
Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction tasks
por: Bench, Ciaran, et al.
Publicado: (2025) -
Deriving Health Metrics from the Photoplethysmogram: Benchmarks and Insights from MIMIC-III-Ext-PPG
por: Moulaeifard, Mohammad, et al.
Publicado: (2026)