TECM*: A Data-Driven Assessment to Reinforcement Learning Methods and Application to Heparin Treatment Strategy for Surgical Sepsis
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Jiang, Li, Yujie, Zhou, Chan, Xie, Yihao, Sun, Qilong, Shu, Xin, Li, Peiwei, Yang, Chunyong, Zhu, Yiziting, Zhu, Jiaqi, Chen, Yuwen, An, Bo, Wu, Hao, Yi, Bin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
End to End Autoencoder MLP Framework for Sepsis Prediction
by: Cai, Hejiang, et al.
Published: (2025)
by: Cai, Hejiang, et al.
Published: (2025)
Sepsis Prediction Using Graph Convolutional Networks over Patient-Feature-Value Triplets
by: Dan, Bozhi, et al.
Published: (2025)
by: Dan, Bozhi, et al.
Published: (2025)
On‐Orbit Fast Small Target Detection Method Based on the Improved YOLOv5 Model
by: Qilong Li, et al.
Published: (2025)
by: Qilong Li, et al.
Published: (2025)
Research on Reservoir Hydrocarbon‐Bearing Property Identification Method Based on Logging Data and Machine Learning
by: Chunyong Yu, et al.
Published: (2025)
by: Chunyong Yu, et al.
Published: (2025)
Inference for Optimal Linear Treatment Regimes in Personalized Decision-making
by: Cheng, Yuwen, et al.
Published: (2024)
by: Cheng, Yuwen, et al.
Published: (2024)
Clinical Features, Diagnosis, Treatment, and Prognosis of Heparin‐Induced Bullous Hemorrhagic Dermatosis
by: Ronghui Li, et al.
Published: (2024)
by: Ronghui Li, et al.
Published: (2024)
Exosome‐Derived microRNA: Potential Target for Diagnosis and Treatment of Sepsis
by: Yujie Xiao, et al.
Published: (2024)
by: Yujie Xiao, et al.
Published: (2024)
Unfractionated Heparin Enhances Sepsis Prognosis Through Inhibiting Drp1‐Mediated Mitochondrial Quality Imbalance
by: Ruixue Liu, et al.
Published: (2024)
by: Ruixue Liu, et al.
Published: (2024)
Exploring Time-Step Size in Reinforcement Learning for Sepsis Treatment
by: Sun, Yingchuan, et al.
Published: (2025)
by: Sun, Yingchuan, et al.
Published: (2025)
Heterogeneous Interface Engineering of CoMoP/C 3 N 4 /N‐Doped Carbon to Boost Overall Water Splitting
by: Bo Ma, et al.
Published: (2025)
by: Bo Ma, et al.
Published: (2025)
Electrospun Fiber Membranes Modified with Heparin and Parathyroid Hormone Derivative To Promote Diabetic Wound Healing
by: Xinxin Wu, et al.
Published: (2025)
by: Xinxin Wu, et al.
Published: (2025)
Quasiperiodic Elliptic Operators: Projection Method and Convergence Analysis
by: Jiang, Kai, et al.
Published: (2026)
by: Jiang, Kai, et al.
Published: (2026)
Attention-Based Offline Reinforcement Learning and Clustering for Interpretable Sepsis Treatment
by: Kumar, Punit, et al.
Published: (2026)
by: Kumar, Punit, et al.
Published: (2026)
Quantum transport theory with vector interaction
by: Yu, Peiwei, et al.
Published: (2022)
by: Yu, Peiwei, et al.
Published: (2022)
Fault-Tolerant Control for Carrier-Based Aircraft Automatic Landing Subject to Multiple Disturbances and Actuator Faults
by: Qilong Wu, et al.
Published: (2024)
by: Qilong Wu, et al.
Published: (2024)
Electrospun Scaffold Co‐Modified with YIGSR Peptide and Heparin for Enhanced Skin Wound Healing
by: Zhijin Li, et al.
Published: (2025)
by: Zhijin Li, et al.
Published: (2025)
Efficacy and Safety of 10‐Day Minocycline Twice Daily in Bismuth‐Containing Quadruple Therapy as the First‐Line Treatment of Helicobacter pylori Infection: A Prospective Single‐Arm Study
by: Peiwei Li, et al.
Published: (2025)
by: Peiwei Li, et al.
Published: (2025)
Lymphocyte‐to‐Monocyte Ratio and All‐Cause Mortality in Populations With Abdominal Aortic Calcification: A Prospective Cohort Study
by: Jingjing Huang, et al.
Published: (2025)
by: Jingjing Huang, et al.
Published: (2025)
An Adaptive Finite Element Method Based on Generalized Barycentric Coordinates
by: Zhou, Yihui, et al.
Published: (2026)
by: Zhou, Yihui, et al.
Published: (2026)
Stable CDE Autoencoders with Acuity Regularization for Offline Reinforcement Learning in Sepsis Treatment
by: Gao, Yue
Published: (2025)
by: Gao, Yue
Published: (2025)
Exploring a Graph-based Approach to Offline Reinforcement Learning for Sepsis Treatment
by: Khakharova, Taisiya, et al.
Published: (2025)
by: Khakharova, Taisiya, et al.
Published: (2025)
Some New Convergence Analysis and Applications of POD-Greedy Algorithms
by: Li, Yuwen, et al.
Published: (2024)
by: Li, Yuwen, et al.
Published: (2024)
RGBX-R1: Visual Modality Chain-of-Thought Guided Reinforcement Learning for Multimodal Grounding
by: Wu, Jiahe, et al.
Published: (2026)
by: Wu, Jiahe, et al.
Published: (2026)
Data-Driven Machine Learning Approaches for Predicting In-Hospital Sepsis Mortality
by: Shumilov, Arseniy, et al.
Published: (2024)
by: Shumilov, Arseniy, et al.
Published: (2024)
Clinical Analysis of Heparin‐Induced Thrombocytopenia due to Therapeutic Plasmapheresis With Heparin Anticoagulation
by: Chenling Lv, et al.
Published: (2025)
by: Chenling Lv, et al.
Published: (2025)
Health State Assessment Method for Complex Systems Based on Correlation Decoupled Belief Rule Base
by: Sulong Li, et al.
Published: (2025)
by: Sulong Li, et al.
Published: (2025)
OMG-RL:Offline Model-based Guided Reward Learning for Heparin Treatment
by: Lim, Yooseok, et al.
Published: (2024)
by: Lim, Yooseok, et al.
Published: (2024)
Transfer Learning for Individualized Treatment Rules: Application to Sepsis Patients Data from eICU-CRD and MIMIC-III Databases
by: Wang, Andong, et al.
Published: (2025)
by: Wang, Andong, et al.
Published: (2025)
Reinforced Sequential Decision-Making for Sepsis Treatment: The POSNEGDM Framework with Mortality Classifier and Transformer
by: Tamboli, Dipesh, et al.
Published: (2024)
by: Tamboli, Dipesh, et al.
Published: (2024)
Treatment of Aortic and Cardiac Injury Following Sepsis by Curcumin Green‐Formulated Silver Nanoparticles
by: Qing Li
Published: (2025)
by: Qing Li
Published: (2025)
Generative Inbetweening through Frame-wise Conditions-Driven Video Generation
by: Zhu, Tianyi, et al.
Published: (2024)
by: Zhu, Tianyi, et al.
Published: (2024)
Development and Validation of Heparin Dosing Policies Using an Offline Reinforcement Learning Algorithm
by: Lim, Yooseok, et al.
Published: (2024)
by: Lim, Yooseok, et al.
Published: (2024)
API Security: Protecting APIs With Keycloak
by: Danso Solomon Danquah, et al.
Published: (2023)
by: Danso Solomon Danquah, et al.
Published: (2023)
Efficacy and Safety of Topical Compound Heparin Sodium Allantoin Gel (Main Components: Onion Extract Quercetin) for the Treatment of Rosacea
by: Zining Xu, et al.
Published: (2025)
by: Zining Xu, et al.
Published: (2025)
Learning Preference-Based Objectives from Clinical Narratives for Dynamic Sepsis Treatment
by: Tan, Daniel J., et al.
Published: (2026)
by: Tan, Daniel J., et al.
Published: (2026)
Cold Atmospheric Plasma in the Treatment of Autoimmune Diseases: Mechanisms, Applications, and Prospects
by: Zhenyu Li, et al.
Published: (2025)
by: Zhenyu Li, et al.
Published: (2025)
Proteomic Identification and Functional Analysis of Babesia microti Reveals Heparin‐Binding Proteins
by: Yu Chun Cai, et al.
Published: (2025)
by: Yu Chun Cai, et al.
Published: (2025)
Unveiling the Therapeutic Potential of Probiotics in Sepsis: A Review
by: Zhaopeng Wang, et al.
Published: (2025)
by: Zhaopeng Wang, et al.
Published: (2025)
Boolean Algebra -- Driven Sepsis Diagnosis
by: Weber, Marcus, et al.
Published: (2026)
by: Weber, Marcus, et al.
Published: (2026)
A Circular Economy Strategy for Repurposing Heparin Manufacturing By‐Products as Anti‐Inflammatory Therapeutics
by: Emilia Uslenghi, et al.
Published: (2025)
by: Emilia Uslenghi, et al.
Published: (2025)
Similar Items
-
End to End Autoencoder MLP Framework for Sepsis Prediction
by: Cai, Hejiang, et al.
Published: (2025) -
Sepsis Prediction Using Graph Convolutional Networks over Patient-Feature-Value Triplets
by: Dan, Bozhi, et al.
Published: (2025) -
On‐Orbit Fast Small Target Detection Method Based on the Improved YOLOv5 Model
by: Qilong Li, et al.
Published: (2025) -
Research on Reservoir Hydrocarbon‐Bearing Property Identification Method Based on Logging Data and Machine Learning
by: Chunyong Yu, et al.
Published: (2025) -
Inference for Optimal Linear Treatment Regimes in Personalized Decision-making
by: Cheng, Yuwen, et al.
Published: (2024)