SynRL: Aligning Synthetic Clinical Trial Data with Human-preferred Clinical Endpoints Using Reinforcement Learning
Fuente:
arXiv
Guardado en:
| Autores principales: | Das, Trisha, Wang, Zifeng, Shafquat, Afrah, Beigi, Mandis, Mezey, Jason, Aptekar, Jacob, Sun, Jimeng |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
SECRET: Semi-supervised Clinical Trial Document Similarity Search
por: Das, Trisha, et al.
Publicado: (2025)
por: Das, Trisha, et al.
Publicado: (2025)
TrialSynth: Generation of Synthetic Sequential Clinical Trial Data
por: Gao, Chufan, et al.
Publicado: (2024)
por: Gao, Chufan, et al.
Publicado: (2024)
$\texttt{AMEND++}$: Benchmarking Eligibility Criteria Amendments in Clinical Trials
por: Das, Trisha, et al.
Publicado: (2026)
por: Das, Trisha, et al.
Publicado: (2026)
Synthetic Patient-Physician Dialogue Generation from Clinical Notes Using LLM
por: Das, Trisha, et al.
Publicado: (2024)
por: Das, Trisha, et al.
Publicado: (2024)
Automatically Labeling Clinical Trial Outcomes: A Large-Scale Benchmark for Drug Development
por: Gao, Chufan, et al.
Publicado: (2024)
por: Gao, Chufan, et al.
Publicado: (2024)
Developing Large Language Models for Clinical Research Using One Million Clinical Trials
por: Wang, Zifeng, et al.
Publicado: (2025)
por: Wang, Zifeng, et al.
Publicado: (2025)
Toward Valid Generative Clinical Trial Data with Survival Endpoints
por: Chassat, Perrine, et al.
Publicado: (2025)
por: Chassat, Perrine, et al.
Publicado: (2025)
Language Interaction Network for Clinical Trial Approval Estimation
por: Gao, Chufan, et al.
Publicado: (2024)
por: Gao, Chufan, et al.
Publicado: (2024)
Matching Patients to Clinical Trials with Large Language Models
por: Jin, Qiao, et al.
Publicado: (2023)
por: Jin, Qiao, et al.
Publicado: (2023)
Response‐Adaptive Randomization Procedure in Clinical Trials with Surrogate Endpoints
por: Jingya Gao, et al.
Publicado: (2024)
por: Jingya Gao, et al.
Publicado: (2024)
Oncological and Survival Endpoints in Cancer Cachexia Clinical Trials: Systematic Review 6 of the Cachexia Endpoints Series
por: Olav Dajani, et al.
Publicado: (2025)
por: Olav Dajani, et al.
Publicado: (2025)
Advancing Safe Mechanical Ventilation Using Offline RL With Hybrid Actions and Clinically Aligned Rewards
por: Yousuf, Muhammad Hamza, et al.
Publicado: (2025)
por: Yousuf, Muhammad Hamza, et al.
Publicado: (2025)
Accelerating Clinical Evidence Synthesis with Large Language Models
por: Wang, Zifeng, et al.
Publicado: (2024)
por: Wang, Zifeng, et al.
Publicado: (2024)
DualAlign: Generating Clinically Grounded Synthetic Data
por: Li, Rumeng, et al.
Publicado: (2025)
por: Li, Rumeng, et al.
Publicado: (2025)
Fragility Index for Time-to-Event Endpoints in Single-Arm Clinical Trials
por: Maity, Arnab Kumar, et al.
Publicado: (2024)
por: Maity, Arnab Kumar, et al.
Publicado: (2024)
BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research
por: Wang, Zifeng, et al.
Publicado: (2025)
por: Wang, Zifeng, et al.
Publicado: (2025)
Multiple Imputation for Small, Extremely High Efficacy Clinical Trials with Binary Endpoints
por: Tan, Yaoyuan Vincent, et al.
Publicado: (2025)
por: Tan, Yaoyuan Vincent, et al.
Publicado: (2025)
Prediction Intervals for Interim Events in Randomized Clinical Trials with Time-to-Event Endpoints
por: Ratti, Edoardo, et al.
Publicado: (2026)
por: Ratti, Edoardo, et al.
Publicado: (2026)
Assessing Correlation between Surrogate Endpoints and Overall Survival for Oncology Clinical Trials
por: Guotao Chu, et al.
Publicado: (2025)
por: Guotao Chu, et al.
Publicado: (2025)
A Unified Approach to Covariate Adjustment for Survival Endpoints in Randomized Clinical Trials
por: Zhiwei Zhang, et al.
Publicado: (2025)
por: Zhiwei Zhang, et al.
Publicado: (2025)
A Unified Approach to Covariate Adjustment for Survival Endpoints in Randomized Clinical Trials
por: Zhang, Zhiwei, et al.
Publicado: (2025)
por: Zhang, Zhiwei, et al.
Publicado: (2025)
SynSpill: Improved Industrial Spill Detection With Synthetic Data
por: Baranwal, Aaditya, et al.
Publicado: (2025)
por: Baranwal, Aaditya, et al.
Publicado: (2025)
s3: You Don't Need That Much Data to Train a Search Agent via RL
por: Jiang, Pengcheng, et al.
Publicado: (2025)
por: Jiang, Pengcheng, et al.
Publicado: (2025)
Study Duration Prediction for Clinical Trials with Time-to-Event Endpoints Using Mixture Distributions Accounting for Heterogeneous Population
por: Zhang, Hong, et al.
Publicado: (2023)
por: Zhang, Hong, et al.
Publicado: (2023)
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement
por: Wang, Zifeng, et al.
Publicado: (2023)
por: Wang, Zifeng, et al.
Publicado: (2023)
Surrogate Endpoints in Pivotal Clinical Trials for Drug Approval in Japan Compared to the United States
por: Yuko Yamamoto, et al.
Publicado: (2025)
por: Yuko Yamamoto, et al.
Publicado: (2025)
UniPredict: Large Language Models are Universal Tabular Classifiers
por: Wang, Ruiyu, et al.
Publicado: (2023)
por: Wang, Ruiyu, et al.
Publicado: (2023)
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models
por: Wen, Yilin, et al.
Publicado: (2023)
por: Wen, Yilin, et al.
Publicado: (2023)
Comment on ‘Oncological and Survival Endpoints in Cancer Cachexia Clinical Trials: Systematic Review 6 of the Cachexia Endpoint Series’ by Dajani et al.—The Authors' Reply
por: Jann Arends, et al.
Publicado: (2025)
por: Jann Arends, et al.
Publicado: (2025)
Comment on “Oncological and Survival Endpoints in Cancer Cachexia Clinical Trials: Systematic Review” by Dajani et al.
por: Shubham Kumar, et al.
Publicado: (2025)
por: Shubham Kumar, et al.
Publicado: (2025)
Regulatory Pathways for Qualification and Acceptance of Digital Health Technology‐Derived Clinical Trial Endpoints: Considerations for Sponsors
por: Jessie P. Bakker, et al.
Publicado: (2024)
por: Jessie P. Bakker, et al.
Publicado: (2024)
Bayesian Power‐Based Sample Size Determination for Single‐Arm Clinical Trials With Time‐to‐Event Endpoints
por: Go Horiguchi, et al.
Publicado: (2026)
por: Go Horiguchi, et al.
Publicado: (2026)
InformGen: An AI Copilot for Accurate and Compliant Clinical Research Consent Document Generation
por: Wang, Zifeng, et al.
Publicado: (2025)
por: Wang, Zifeng, et al.
Publicado: (2025)
Neural Signals Generate Clinical Notes in the Wild
por: Pradeepkumar, Jathurshan, et al.
Publicado: (2026)
por: Pradeepkumar, Jathurshan, et al.
Publicado: (2026)
Scopus Search Techniques
por: Das, Trisha
Publicado: (2026)
por: Das, Trisha
Publicado: (2026)
SynGP500: A Clinically-Grounded Synthetic Dataset of Australian General Practice Medical Notes
por: Songsiritat, Piyawoot
Publicado: (2025)
por: Songsiritat, Piyawoot
Publicado: (2025)
CodecLM: Aligning Language Models with Tailored Synthetic Data
por: Wang, Zifeng, et al.
Publicado: (2024)
por: Wang, Zifeng, et al.
Publicado: (2024)
SynRailObs: A Synthetic Dataset for Obstacle Detection in Railway Scenarios
por: Guo, Qiushi, et al.
Publicado: (2025)
por: Guo, Qiushi, et al.
Publicado: (2025)
Clinically Important Endpoints in Individuals With Leukodystrophy: A Multisite Study
por: Emma R. Kotes, et al.
Publicado: (2025)
por: Emma R. Kotes, et al.
Publicado: (2025)
Exact Randomized Two‐Stage Phase 2 Clinical Trial Designs for Two Binary Co‐Primary Endpoints
por: Hyejung Jung, et al.
Publicado: (2026)
por: Hyejung Jung, et al.
Publicado: (2026)
Ejemplares similares
-
SECRET: Semi-supervised Clinical Trial Document Similarity Search
por: Das, Trisha, et al.
Publicado: (2025) -
TrialSynth: Generation of Synthetic Sequential Clinical Trial Data
por: Gao, Chufan, et al.
Publicado: (2024) -
$\texttt{AMEND++}$: Benchmarking Eligibility Criteria Amendments in Clinical Trials
por: Das, Trisha, et al.
Publicado: (2026) -
Synthetic Patient-Physician Dialogue Generation from Clinical Notes Using LLM
por: Das, Trisha, et al.
Publicado: (2024) -
Automatically Labeling Clinical Trial Outcomes: A Large-Scale Benchmark for Drug Development
por: Gao, Chufan, et al.
Publicado: (2024)