Research graph
References from Physiologically-aware data generation: A differentiable HMM and frequency-domain Transformer GAN approach. Local targets link to admitted publications; unresolved targets remain external evidence.
Imdmi: Improved distributed M-invariance model to achieve privacy continuous big data publishing using apache spark
10.1016/j.bdr.2025.100519 · 2025 · External reference
A study on k-anonymity, l-diversity, and t-closeness techniques
2017 · External reference
BuKc: A novel bottom-up approach for enhanced data anonymization in apache spark
10.1007/s10207-025-01177-y · 2026 · External reference
Optimized privacy preserving big data publishing approach
2026 · External reference
Strategies for de-identification and anonymization of electronic health record data for use in multicenter research studies
10.1097/mlr.0b013e3182585355 · 2012 · External reference
A review of cross organizational healthcare data sharing
2015 · External reference
Unresolved reference
2024 · External reference
Time-series generative adversarial networks
2019 · External reference
TimEHR: Image-Based Time Series Generation for Electronic Health Records
10.1109/jbhi.2025.3577328 · 2025 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2018 · External reference
Multi-label clinical time-series generation via conditional GAN
10.1109/tkde.2023.3310909 · 2023 · External reference
Ensuring electronic medical record simulation through better training, modelling, and evaluation
10.1093/jamia/ocz161 · 2020 · External reference
Generating privacy-preserving synthetic medical data
2022 · External reference
Sig-wasserstein GANs for conditional time series generation
10.1111/mafi.12423 · 2024 · External reference
Unresolved reference
2022 · External reference
A tutorial on the spectral theory of Markov chains
10.1162/neco_a_01611 · 2023 · External reference
A tutorial on hidden Markov models and selected applications in speech recognition
1989 · External reference
The Metropolis–Hastings algorithm
2004 · External reference
Unresolved reference
External reference
The earth mover’s distance as a metric for image retrieval
10.1023/a:1026543900054 · 2000 · External reference
Improved training of wasserstein GANs
2017 · External reference
Unresolved reference
2014 · External reference
Bayesian approaches to Gaussian mixture modeling
10.1109/34.730550 · 1998 · External reference
Simulated annealing
10.1214/ss/1177011077 · 1993 · External reference
Is attention all you need?
2025 · External reference
Understanding the architecture of vision transformer and its variants: A review
2024 · External reference
Vital-sign circadian rhythms in patients prior to discharge from an ICU: A retrospective observational analysis of routinely recorded physiological data
10.1186/s13054-020-02861-2 · 2020 · External reference
Sedation for adult ICU patients: A narrative review including a retrospective study of our own data
10.4103/sja.sja_905_22 · 2023 · External reference
Unresolved reference
2026 · External reference
MIMIC-III, a freely accessible critical care database
10.1038/sdata.2016.35 · 2016 · External reference
EHR-SAFE: Generating high-fidelity and privacy preserving synthetic electronic health records
10.1038/s41746-023-00888-7 · 2023 · External reference
10.5220/0005226004700477
10.5220/0005226004700477 · External reference
Improved precision and recall metric for assessing generative models
2019 · External reference
BuKc: A novel bottom-up approach for enhanced data anonymization in apache spark
10.1007/s10207-025-01177-y · ExternalCitation · doi-reference
Imdmi: Improved distributed M-invariance model to achieve privacy continuous big data publishing using apache spark
10.1016/j.bdr.2025.100519 · ExternalCitation · doi-reference
The earth mover’s distance as a metric for image retrieval
10.1023/a:1026543900054 · ExternalCitation · doi-reference
EHR-SAFE: Generating high-fidelity and privacy preserving synthetic electronic health records
10.1038/s41746-023-00888-7 · ExternalCitation · doi-reference
MIMIC-III, a freely accessible critical care database
10.1038/sdata.2016.35 · ExternalCitation · doi-reference
Ensuring electronic medical record simulation through better training, modelling, and evaluation
10.1093/jamia/ocz161 · ExternalCitation · doi-reference
Strategies for de-identification and anonymization of electronic health record data for use in multicenter research studies
10.1097/mlr.0b013e3182585355 · ExternalCitation · doi-reference
Bayesian approaches to Gaussian mixture modeling
10.1109/34.730550 · ExternalCitation · doi-reference
TimEHR: Image-Based Time Series Generation for Electronic Health Records
10.1109/jbhi.2025.3577328 · ExternalCitation · doi-reference
Multi-label clinical time-series generation via conditional GAN
10.1109/tkde.2023.3310909 · ExternalCitation · doi-reference
Sig-wasserstein GANs for conditional time series generation
10.1111/mafi.12423 · ExternalCitation · doi-reference
A tutorial on the spectral theory of Markov chains
10.1162/neco_a_01611 · ExternalCitation · doi-reference
Vital-sign circadian rhythms in patients prior to discharge from an ICU: A retrospective observational analysis of routinely recorded physiological data
10.1186/s13054-020-02861-2 · ExternalCitation · doi-reference
Simulated annealing
10.1214/ss/1177011077 · ExternalCitation · doi-reference
Sedation for adult ICU patients: A narrative review including a retrospective study of our own data
10.4103/sja.sja_905_22 · ExternalCitation · doi-reference
10.5220/0005226004700477
10.5220/0005226004700477 · ExternalCitation · doi-reference
