Recent Advances and Future Perspectives in the Use of Machine Learning and Mathematical Models in Nephrology

PP Galuzio, A Cherif - Advances in Chronic Kidney Disease, 2022 - Elsevier
We reviewed some of the latest advancements in the use of mathematical models in
nephrology. We looked over 2 distinct categories of mathematical models that are widely …

Hemodialysis-induced changes in hematocrit, hemoglobin and total protein: Implications for relative blood volume monitoring

L Pstras, M Debowska, A Wojcik-Zaluska, W Zaluska… - PLoS …, 2019 - journals.plos.org
Background Relative blood volume (RBV) changes during hemodialysis (HD) are typically
estimated based on online measurements of hematocrit, hemoglobin or total blood protein …

Feedback control of absolute blood volume: a new technical approach in hemodialysis

S Kron, D Schneditz, T Leimbach… - Hemodialysis …, 2020 - Wiley Online Library
Introduction The success of automatic feedback control systems to improve hemodynamic
stability by preventing relative blood volume from dropping beyond a critical value during …

Dynamics of plasma refill rate and intradialytic hypotension during hemodialysis: retrospective cohort study with causal methodology

CH Wang, D Negoianu, H Zhang, S Casper, JY Hsu… - Kidney360, 2023 - journals.lww.com
Background Attaining the optimal balance between achieving adequate volume removal
while preserving organ perfusion is a challenge for patients receiving maintenance …

Ultrafiltration‐induced decrease in relative blood volume is larger in hemodialysis patients with low specific blood volume: Results from a dialysate bolus …

M Schmiedecker, S Krenn, M Waller… - Hemodialysis …, 2023 - Wiley Online Library
Introduction Prescribing the ultrafiltration in hemodialysis patients remains challenging and
might benefit from the information on absolute blood volume, estimated by intradialytic …

Anything goes? High time for smart blood volume monitors

D Schneditz, J Kron, M Hecking - ASAIO Journal, 2018 - journals.lww.com
In this issue of the ASAIO Journal, Keane et al. 1 present the results of their exploratory study
on the combined use of whole body bioimpedance (WBB) and relative blood volume (RBV) …

Feasibility of dialysate bolus-based absolute blood volume estimation in maintenance hemodialysis patients

S Krenn, M Schmiedecker, D Schneditz… - Frontiers in …, 2022 - frontiersin.org
Background Absolute blood volume (ABV) is a critical component of fluid status, which may
inform target weight prescriptions and hemodynamic vulnerability of dialysis patients. Here …

An improved method to estimate absolute blood volume based on dialysate dilution

S Kron, D Schneditz, DF Keane, T Leimbach… - Artificial …, 2021 - Wiley Online Library
Online hemodiafiltration machines equipped with a blood volume monitor and the possibility
to rapidly infuse exact amounts of ultrapure dialysate into the extracorporeal circulation can …

Estimation of Absolute Blood Volume Using Online Dialysate Dilution: When and How to Measure?

J Kron, S Kron - ASAIO Journal, 2024 - journals.lww.com
Absolute blood volume can be calculated from the increase in relative blood volume after an
infusion of a well-defined volume bolus of ultrapure dialysate into the extracorporeal …

[PDF][PDF] Original Investigation Dynamics of Plasma Refill Rate and Intradialytic Hypotension During Hemodialysis: Retrospective Cohort Study With Causal Methodology

CH Wang, D Negoianu, H Zhang, S Casper, JY Hsu… - 2023 - researchgate.net
Background Attaining the optimal balance between achieving adequate volume removal
while preserving organ perfusion is a challenge for patients receiving maintenance …