Imagen de Portada

Revolutionizing Clinical Trials: A Manifesto for AI-Driven Transformation

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	van der Schaar, Mihaela, Peck, Richard, McKinney, Eoin, Weatherall, Jim, Bailey, Stuart, Rochon, Justine, Anagnostopoulos, Chris, Marquet, Pierre, Wood, Anthony, Best, Nicky, Amad, Harry, Piskorz, Julianna, Kacprzyk, Krzysztof, Salama, Rafik, Gunther, Christina, Frau, Francesca, Pugeat, Antoine, Hernandez, Ramon
Formato:	Preprint
Publicado:	2025
Materias:	Computers and Society Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Beyond the ATE: Interpretable Modelling of Treatment Effects over Dose and Time
por: Piskorz, Julianna, et al.
Publicado: (2025)

Technical Report: Facilitating the Adoption of Causal Inference Methods Through LLM-Empowered Co-Pilot
por: Berrevoets, Jeroen, et al.
Publicado: (2025)

Using Machine Learning to Individualize Treatment Effect Estimation: Challenges and Opportunities
por: Alicia Curth, et al.
Publicado: (2024)

Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference
por: Amad, Harry, et al.
Publicado: (2025)

Eliciting Numerical Predictive Distributions of LLMs Without Autoregression
por: Piskorz, Julianna, et al.
Publicado: (2026)

Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations
por: Kacprzyk, Krzysztof, et al.
Publicado: (2024)

No Equations Needed: Learning System Dynamics Without Relying on Closed-Form ODEs
por: Kacprzyk, Krzysztof, et al.
Publicado: (2025)

AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning
por: Imrie, Fergus, et al.
Publicado: (2022)

Hyperparameter Trajectory Inference with Conditional Lagrangian Optimal Transport
por: Amad, Harry, et al.
Publicado: (2026)

A Decision-Theoretic Formalisation of Steganography With Applications to LLM Monitoring
por: Anwar, Usman, et al.
Publicado: (2026)

Continuously Updating Digital Twins using Large Language Models
por: Amad, Harry, et al.
Publicado: (2025)

Causal Deep Learning
por: Berrevoets, Jeroen, et al.
Publicado: (2023)

Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments
por: Rauba, Paulius, et al.
Publicado: (2024)

Machine Learning with Requirements: a Manifesto
por: Giunchiglia, Eleonora, et al.
Publicado: (2023)

Interpretable DNA Sequence Classification via Dynamic Feature Generation in Decision Trees
por: Huynh, Nicolas, et al.
Publicado: (2026)

ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference
por: Kacprzyk, Krzysztof, et al.
Publicado: (2024)

Influence-Guided Symbolic Regression: Scientific Discovery via LLM-Driven Equation Search with Granular Feedback
por: Saveliev, Evgeny S., et al.
Publicado: (2026)

Postcolonialism and Migration in French Comics
por: McKinney, Mark
Publicado: (2025)

Grandmothering While Black: A Twenty‐First‐Century Story of Love, Coercion, and Survival. By Lashawnda L.Pittman. University of California Press, Oakland, California, 2023. 336 pp. $92.04 (hardcover). ISBN: 978‐0‐52‐038995‐3; $29.95 (paperback). ISBN: 978‐0‐52‐038996‐0; $29.95 (ebook). ISBN: 978‐0‐52‐038997‐7
por: Elliana McKinney
Publicado: (2025)

Schools Inquiring About Seven-Day School Rerecording of Public and Instructional Television Programs.
por: McKinney, Eleanor
Publicado: (1975)

Water conservation surveys of New South Wales
por: McKinney, Hugh Giffen
Publicado: (1896)

Evolution of erect marine bryozoan faunas : repeated succes of unilaminate species
por: McKinney, F.K
Publicado: (1986)

Created from nafta : the structure, function, and significance of the treatys related institutions / Joseph A. McKinney
por: McKinney, Joseph A

Media Utilization in the Classroom.
por: Bowie, Melvin McKinney
Publicado: (1985)

Conceptual and Practical Matters: The Challenges and Benefits of Conducting Educational Research Using Historical Data. Sage Research Methods Cases Part 2
por: Stephen J. McKinney
Publicado: (2017)

The Contribution of Iona and Peter Opie to Children's Literature.
por: McKinney, Barbara J.
Publicado: (1996)

Another Degree? What For?
por: McKinney, Eleanor R.
Publicado: (1969)

Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding
por: Seedat, Nabeel, et al.
Publicado: (2024)

Optimizing Neuro-Fuzzy and Colonial Competition Algorithms for Skin Cancer Diagnosis in Dermatoscopic Images
por: Khaleghpour, Hamideh, et al.
Publicado: (2025)

Unified AI for Accurate Audio Anomaly Detection
por: Khaleghpour, Hamideh, et al.
Publicado: (2025)

GULPS: Two-Qubit Gate Synthesis via Linear Programming for Heterogeneous Instruction Sets
por: McKinney, Evan, et al.
Publicado: (2025)

Leakage Safe Graph Features for Interpretable Fraud Detection in Temporal Transaction Networks
por: Khaleghpour, Hamideh, et al.
Publicado: (2026)

Student Conceptions of Group Work: Visual Research into LIS Student Group Work Using the Draw-and-Write Technique
por: McKinney, Pamela, et al.
Publicado: (2018)

Not All Explanations for Deep Learning Phenomena Are Equally Valuable
por: Jeffares, Alan, et al.
Publicado: (2025)

Language Bottleneck Models for Qualitative Knowledge State Modeling
por: Berthon, Antonin, et al.
Publicado: (2025)

Preference Learning for AI Alignment: a Causal Perspective
por: Kobalczyk, Katarzyna, et al.
Publicado: (2025)

Deep Hierarchical Learning with Nested Subspace Networks for Large Language Models
por: Rauba, Paulius, et al.
Publicado: (2025)

Discovery of Hidden Miscalibration Regimes
por: Kobalczyk, Katarzyna, et al.
Publicado: (2026)

Active Timepoint Selection for Learning Measure-Valued Trajectories
por: Huynh, Nicolas, et al.
Publicado: (2026)

On Error Propagation of Diffusion Models
por: Li, Yangming, et al.
Publicado: (2023)