Cover Image

End-To-End Clinical Trial Matching with Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ferber, Dyke, Hilgers, Lars, Wiest, Isabella C., Leßmann, Marie-Elisabeth, Clusmann, Jan, Neidlinger, Peter, Zhu, Jiefu, Wölflein, Georg, Lammert, Jacqueline, Tschochohei, Maximilian, Böhme, Heiko, Jäger, Dirk, Aldea, Mihaela, Truhn, Daniel, Höper, Christiane, Kather, Jakob Nikolas
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LLM Agents Making Agent Tools
by: Wölflein, Georg, et al.
Published: (2025)

Autonomous Artificial Intelligence Agents for Clinical Decision Making in Oncology
by: Ferber, Dyke, et al.
Published: (2024)

In-context learning enables multimodal large language models to classify cancer pathology images
by: Ferber, Dyke, et al.
Published: (2024)

Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning
by: Lenz, Tim, et al.
Published: (2024)

Prompt Injection Attacks on Large Language Models in Oncology
by: Clusmann, Jan, et al.
Published: (2024)

Abnormality-Driven Representation Learning for Radiology Imaging
by: Ligero, Marta, et al.
Published: (2024)

Benchmarking Pathology Feature Extractors for Whole Slide Image Classification
by: Wölflein, Georg, et al.
Published: (2023)

MedicalPatchNet: A Patch-Based Self-Explainable AI Architecture for Chest X-ray Classification
by: Wienholt, Patrick, et al.
Published: (2025)

RadioRAG: Online Retrieval-augmented Generation for Radiology Question Answering
by: Arasteh, Soroosh Tayebi, et al.
Published: (2024)

Joint multi-task learning improves weakly-supervised biomarker prediction in computational pathology
by: Nahhas, Omar S. M. El, et al.
Published: (2024)

Resolution scaling governs DINOv3 transfer performance in chest radiograph classification
by: Arasteh, Soroosh Tayebi, et al.
Published: (2025)

Diagnostic Accuracy of Open-Source Vision-Language Models on Diverse Medical Imaging Tasks
by: Müller-Franzes, Gustav, et al.
Published: (2025)

Large Language Models-Enabled Digital Twins for Precision Medicine in Rare Gynecological Tumors
by: Lammert, Jacqueline, et al.
Published: (2024)

On Instabilities of Unsupervised Denoising Diffusion Models in Magnetic Resonance Imaging Reconstruction
by: Han, Tianyu, et al.
Published: (2024)

Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images
by: Arasteh, Soroosh Tayebi, et al.
Published: (2023)

Large Language Models Streamline Automated Machine Learning for Clinical Studies
by: Arasteh, Soroosh Tayebi, et al.
Published: (2023)

Authors' reply: Re: Koga et al. Retrieval‐augmented generation versus document‐grounded generation: a key distinction in large language models
by: Katherine J Hewitt, et al.
Published: (2025)

Hallucination Filtering in Radiology Vision-Language Models Using Discrete Semantic Entropy
by: Wienholt, Patrick, et al.
Published: (2025)

From Clinical Intent to Clinical Model: Autonomous Coding-Agents for Clinician-driven AI Development
by: Zhao, Zihao, et al.
Published: (2026)

Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2
by: Müller-Franzes, Gustav, et al.
Published: (2024)

Compute-Efficient Medical Image Classification with Softmax-Free Transformers and Sequence Normalization
by: Khader, Firas, et al.
Published: (2024)

Neural Architecture Search for global multi-step Forecasting of Energy Production Time Series
by: Velev, Georg, et al.
Published: (2025)

Interpretable, multi-dimensional Evaluation Framework for Causal Discovery from observational i.i.d. Data
by: Velev, Georg, et al.
Published: (2024)

Scientists' attitudes towar big ocean science
by: Hoper, Peter Francis
Published: (1966)

HistoPrism: Unlocking Functional Pathway Analysis from Pan-Cancer Histology via Gene Expression Prediction
by: Hu, Susu, et al.
Published: (2026)

Reducing self-supervised learning complexity improves weakly-supervised classification performance in computational pathology
by: Lenz, Tim, et al.
Published: (2024)

Role of artificial intelligence in haematolymphoid diagnostics
by: Charlotte Syrykh, et al.
Published: (2024)

End-to-End Deep Learning for Predicting Metric Space-Valued Outputs
by: Zhou, Yidong, et al.
Published: (2025)

LongHealth: A Question Answering Benchmark with Long Clinical Documents
by: Adams, Lisa, et al.
Published: (2024)

The case for homebrew AI in diagnostic pathology
by: Julien Calderaro, et al.
Published: (2025)

Multi-Gigabit Interactive Extended Reality over Millimeter-Wave: An End-to-End System Approach
by: Struye, Jakob, et al.
Published: (2024)

Geologie im Wandel der Geschichte und Gesellschaft: 200 Jahre Angewandte Geowissenschaften am KIT im Jahre 2025
by: Hilgers, Christoph
Published: (2025)

Benchmarking foundation models as feature extractors for weakly-supervised computational pathology
by: Neidlinger, Peter, et al.
Published: (2024)

Caracterización molecular de poblaciones venezolanas de Sigmodon hirsutus (Rodentia: Cricetidae)
by: Janeth Lessmann
Published: (2011)

Netzwerk neu A1 (2025)
by: Stefan Lessmann
Published: (2026)

Agentic Systems in Radiology: Design, Applications, Evaluation, and Challenges
by: Bluethgen, Christian, et al.
Published: (2025)

The Quasar Proximity Effect as an Alternative Probe of Quasar Pair Distances
by: Chen, Huanqing, et al.
Published: (2026)

Columbo: Low Level End-to-End System Traces through Modular Full-System Simulation
by: Görgen, Jakob, et al.
Published: (2024)

Petru Caraman, Restituiri etnologice, ediție îngrijită, introducere și notă asupra ediției de Ion H. Ciubotaru, Iași, Editura Universității "Alexandru Ioan Cuza", 2018, 688 p. cu ilustrații
by: Maria Aldea
Published: (2022)

Macromoluscos intermareales de sustratos rocosos de la playa Buque Quemado, Estrecho de Magallanes, sur de Chile
by: Cristian Aldea
Published: (2011)