Giselle Zechia

How LLMs Interpret and Generate Statistical Narratives in Clinical Research

2025 · 0 Zit. · SSRN Electronic Journal

Types of Neural Network Architectures and What they are for: A Primer for Clinical Researchers

2026 · 0 Zit. · SSRN Electronic Journal

Reporting the Use of Large Language Models Across the Research Cycle: A List of Points in Preparation for a Future Guideline

2025 · 0 Zit. · SSRN Electronic Journal

Large Language Models: A Generalizable and Interpretable Approach for Postoperative Risk Prediction in Elderly Surgical Patients (Motivated by the AKI Prediction Framework Study Using LLMs by Zhu et al.)

2025 · 0 Zit.

NIH’s New AI Directive in Grant Writing: Well-Intentioned but Misdirected

2025 · 0 Zit.

Implementation Plan for the Retrieval-Augmented Generation System in the GRANT-AI Trial

2025 · 0 Zit.

Evaluating LLM Literacy and Competence in Clinical Research Teams

2026 · 0 Zit. · SSRN Electronic Journal

Using LLMs for Peer Review Simulation and Revision Planning in Clinical Research

2025 · 0 Zit. · SSRN Electronic Journal

Building Feedback Loops between Human Expertise and Large Language Model Systems in Clinical Research

2025 · 0 Zit. · SSRN Electronic Journal

Types of Machine Learning Models by Purpose in Clinical Research -a very Brief Review

2025 · 0 Zit. · SSRN Electronic Journal

How Prompt Engineering Actually Works: Structuring Instructions for Language Models -A Practical Guide for Clinical Researchers

2026 · 0 Zit. · SSRN Electronic Journal

A Reporting Guideline for Clinical Research Methods that are Readable by Humans and Interpretable by Large Language Models

2026 · 0 Zit. · SSRN Electronic Journal

The Registry-to-Bedside Framework for Clinical Model Validation

2026 · 0 Zit. · SSRN Electronic Journal

The Reproducible Research Method: A Cloud-Enabled Approach for Transparent AI Pipelines in Radiology

2025 · 0 Zit. · SSRN Electronic Journal

The Bias Assessment Method: Evaluating Racial Inequities in Clinical Risk Prediction Models (Motivated by Obermeyer et al.’s Analysis of Cost-Driven Labeling in Healthcare Algorithms)

2025 · 0 Zit. · SSRN Electronic Journal