Clinical Trials

Latest AI and machine learning research in clinical trials for healthcare professionals.

4,487 articles

From Bench to Bedside: A Review of Clinical Trials in Drug Discovery and Development

Clinical trials are an indispensable part of the drug development process, bridging the gap betwee...

Dec 2024 http://arxiv.org/abs/2412.09378v2

Multilevel randomized quasi-Monte Carlo estimator for nested integration

Nested integration problems arise in various scientific and engineering applications, including Ba...

Dec 2024 http://arxiv.org/abs/2412.07723v3

Learning k-Inductive Control Barrier Certificates for Unknown Nonlinear Dynamics Beyond Polynomials

This work is concerned with synthesizing safety controllers for discrete-time nonlinear systems be...

Dec 2024 http://arxiv.org/abs/2412.07232v1

Advancing clinical trial outcomes using deep learning and predictive modelling: bridging precision medicine and patient-centered care

The integration of artificial intelligence [AI] into clinical trials has revolutionized the proces...

Dec 2024 http://arxiv.org/abs/2412.07050v1

EMOv2: Pushing 5M Vision Model Frontier

This work focuses on developing parameter-efficient and lightweight models for dense predictions w...

Dec 2024 http://arxiv.org/abs/2412.06674v1

SafeWorld: Geo-Diverse Safety Alignment

In the rapidly evolving field of Large Language Models (LLMs), ensuring safety is a crucial and wi...

Dec 2024 http://arxiv.org/abs/2412.06483v1

Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters

Recent success of text-to-image (T2I) generation and its increasing practical applications, enable...

Dec 2024 http://arxiv.org/abs/2412.06143v2

Employee Well-being in the Age of AI: Perceptions, Concerns, Behaviors, and Outcomes

The growing integration of Artificial Intelligence (AI) into Human Resources (HR) processes has tr...

Dec 2024 http://arxiv.org/abs/2412.04796v1

Incorporating System-level Safety Requirements in Perception Models via Reinforcement Learning

Perception components in autonomous systems are often developed and optimized independently of dow...

Dec 2024 http://arxiv.org/abs/2412.02951v1

Efficient Algorithms for Low Tubal Rank Tensor Approximation with Applications

In this paper we propose efficient randomized fixed-precision techniques for low tubal rank approx...

Dec 2024 http://arxiv.org/abs/2412.02598v2

Randomized algorithms for Kroncecker tensor decomposition and applications

This paper proposes fast randomized algorithms for computing the Kronecker Tensor Decomposition (K...

Dec 2024 http://arxiv.org/abs/2412.02597v2

The use of large language models to enhance cancer clinical trial educational materials

Cancer clinical trials often face challenges in recruitment and engagement due to a lack of partic...

Dec 2024 http://arxiv.org/abs/2412.01955v2

AR-Facilitated Safety Inspection and Fall Hazard Detection on Construction Sites

Together with industry experts, we are exploring the potential of head-mounted augmented reality t...

Dec 2024 http://arxiv.org/abs/2412.01273v1

DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation

Rotating the activation and weight matrices to reduce the influence of outliers in large language ...

Dec 2024 http://arxiv.org/abs/2412.00648v2

Large-scale prediction of biological activities with Active-IT system.

Traditional testing methods in pharmaceutical development can be time-consuming and costly, but in s...

Dec 2024 39718107

Deciphering the Role of SLFN12: A Novel Biomarker for Predicting Immunotherapy Outcomes in Glioma Patients Through Artificial Intelligence.

Gliomas are the most prevalent form of primary brain tumours. Recently, targeting the PD-1 pathway w...

Dec 2024 39740094

Randomized-Grid Search for Hyperparameter Tuning in Decision Tree Model to Improve Performance of Cardiovascular Disease Classification

Cardiovascular disease refers to any critical condition that impacts the heart. Because heart dise...

Nov 2024 http://arxiv.org/abs/2411.18234v1

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