Cover Image

Automated Thematic Analysis for Clinical Qualitative Data: Iterative Codebook Refinement with Full Provenance

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yi, Seungjun, Nguyen, Joakim, Xu, Huimin, Lim, Terence, Skrovan, Joseph, Beri, Mehak, Modi, Hitakshi, Well, Andrew, Mery, Carlos M., Zhang, Yan, Markey, Mia K., Ding, Ying
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SFT-TA: Supervised Fine-Tuned Agents in Multi-Agent LLMs for Automated Inductive Thematic Analysis
by: Yi, Seungjun, et al.
Published: (2025)

Position: Thematic Analysis of Unstructured Clinical Transcripts with Large Language Models
by: Yi, Seungjun, et al.
Published: (2025)

Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning
by: Yi, Seungjun, et al.
Published: (2025)

TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews
by: Xu, Huimin, et al.
Published: (2025)

LLM-TA: An LLM-Enhanced Thematic Analysis Pipeline for Transcripts from Parents of Children with Congenital Heart Disease
by: Raza, Muhammad Zain, et al.
Published: (2025)

Thematic Analysis with Open-Source Generative AI and Machine Learning: A New Method for Inductive Qualitative Codebook Development
by: Katz, Andrew, et al.
Published: (2024)

Codebook Reduction and Saturation: Novel observations on Inductive Thematic Saturation for Large Language Models and initial coding in Thematic Analysis
by: De Paoli, Stefano, et al.
Published: (2025)

Constructing Otherness: Shulamit Volkov's Thematic and Historical Insights on Antisemitism
by: Mia E. Theocharis
Published: (2025)

Advancing Student Writing Through Automated Syntax Feedback
by: Zeinalipour, Kamyar, et al.
Published: (2025)

An Evaluation Report on the Demonstration Library Set Up at the Children's Unit School of Connecticut Valley Hospital.
by: Well, Maureen D.
Published: (1974)

Uncovering AI Governance Themes in EU Policies using BERTopic and Thematic Analysis
by: Golpayegani, Delaram, et al.
Published: (2025)

Double EPW sextics associated to Gushel-Mukai surfaces
by: Beri, Pietro
Published: (2020)

DeTAILS: Deep Thematic Analysis with Iterative LLM Support
by: Sharma, Ansh, et al.
Published: (2025)

Full random effects models (FREM): A practical usage guide
by: E. Niclas Jonsson, et al.
Published: (2024)

Knowledge and Perceptions of Hepatitis B in Immigrant Populations: A Systematic Review and Thematic Synthesis of Qualitative Research
by: Marvad Ahad, et al.
Published: (2025)

Refinement Provenance Inference: Detecting LLM-Refined Training Prompts from Model Behavior
by: Yin, Bo, et al.
Published: (2026)

Prompt Codebooks: Discrete Compositional Optimization for Language Model Instruction Refinement
by: Nath, Jyotirmoy, et al.
Published: (2026)

ProtoMed-LLM: An Automatic Evaluation Framework for Large Language Models in Medical Protocol Formulation
by: Yi, Seungjun, et al.
Published: (2024)

Splitting Precoding with Subspace Selection and Quantized Refinement for Massive MIMO
by: Khorsandmanesh, Yasaman, et al.
Published: (2026)

Analog Beamforming Codebooks for Wideband Full-Duplex Millimeter-Wave Systems
by: Cho, Sungho, et al.
Published: (2024)

Differential Co-Abundance Network Analyses for Microbiome Data Adjusted for Clinical Covariates Using Jackknife Pseudo-Values
by: Ahn, Seungjun, et al.
Published: (2023)

DETERMINAÇÃO DE INCREMENTO DE ALTURA DE CAMALHÃO NA INTEGRAÇÃO TERRAÇO-ESTRADA
by: Max Well de Oliveira Rabelo
Published: (2012)

SGLC: Semantic Graph-Guided Coarse-Fine-Refine Full Loop Closing for LiDAR SLAM
by: Wang, Neng, et al.
Published: (2024)

Exploring the Age of Artificial Intelligence
by: Thakur, Mehak
Published: (2025)

Labour and Capital Use in Indian Manufacturing: Structural Aspects by AnjaliTandon, Abingdon, Oxon, Routledge, 2024, xvii + 177 pp.
by: Mehak Majeed
Published: (2024)

EditIQ: Automated Cinematic Editing of Static Wide-Angle Videos via Dialogue Interpretation and Saliency Cues
by: Girmaji, Rohit, et al.
Published: (2025)

Using Generative Text Models to Create Qualitative Codebooks for Student Evaluations of Teaching
by: Katz, Andrew, et al.
Published: (2024)

Iterative Refinement Strategy for Automated Data Labeling: Facial Landmark Diagnosis in Medical Imaging
by: Chen, Yu-Hsi
Published: (2024)

Insights for an AI Whistleblower Office from 30 Case Studies
by: Beri, Ethan, et al.
Published: (2026)

The surface code beyond Pauli channels: Logical noise coherence, information-theoretic measures, and errorfield-double phenomenology
by: Behrends, Jan, et al.
Published: (2024)

Statistical mechanical mapping and maximum-likelihood thresholds for the surface code under generic single-qubit coherent errors
by: Behrends, Jan, et al.
Published: (2024)

Exactly solvable dissipative dynamics and one-form strong-to-weak spontaneous symmetry breaking in interacting two-dimensional spin systems
by: Sá, Lucas, et al.
Published: (2025)

More birational involutions
by: Beri, Pietro, et al.
Published: (2025)

Competing automorphisms and disordered Floquet codes
by: Aitchison, Cory T., et al.
Published: (2024)

Spacetime Spins: Statistical mechanics for error correction with stabilizer circuits
by: Aitchison, Cory T., et al.
Published: (2025)

On near superperfect numbers, the Goormaghtigh conjecture, and Mertens' theorem
by: Beri, Satvik, et al.
Published: (2025)

A birational involution
by: Beri, Pietro, et al.
Published: (2022)

Machine Learning‐Based Geospatial Risk Modeling of Global Avian Influenza Outbreaks
by: Mehak Jindal, et al.
Published: (2026)

Data PLS Thematic Summary of Qualitative Data Analysis from ATLAS.ti
by: ALHUSBAN, Abdallah Omar Mohammad
Published: (2025)

Ethical Dilemmas of Arab Female School Counsellors: A Qualitative Thematic Analysis
by: Camelia Ibrahim‐Dwairy
Published: (2026)