---
title: "Health Professions — papers — Elamur Research"
description: "Health Professions: 14 papers of the Elamur Research library, the most cited first — our summary of each, its ideas, references and who cites it."
canonical: "https://research.elamur.ai/free/en/shelves/health-professions/"
---
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# 🏥 Health Professions

14 papers · the most cited first · [all shelves](https://md.research.elamur.ai/free/en/shelves/)

The health professions: therapy, radiography, pharmacy practice and more.

## Subfields

The sub-shelves of Health Professions, the most papers first, with the two OpenAlex topics most of their papers here are on.

1. [**Health Information Management**Artificial Intelligence in Healthcare · Electronic Health Records Systems*9 papers*](https://md.research.elamur.ai/free/en/shelves/health-professions/health-information-management/)
2. [**Occupational Therapy**Assistive Technology in Communication and Mobility*4 papers*](https://md.research.elamur.ai/free/en/shelves/health-professions/occupational-therapy/)
3. [**General Health Professions**Mobile Health and mHealth Applications · Patient-Provider Communication in Healthcare*2 papers*](https://md.research.elamur.ai/free/en/shelves/health-professions/general-health-professions/)

## Papers (14)

1. [**MIMIC-III, a freely accessible critical care database**Alistair E. W. Johnson, Tom Pollard, Lu Shen, et al.*2016 · 8,544 citations*](https://md.research.elamur.ai/free/en/papers/johnson-2016-mimic-iii-freely-accessible-critical/)
2. [**MIMIC-IV, a freely accessible electronic health record dataset**Alistair E. W. Johnson, Lucas Bulgarelli, Lu Shen, et al.*2023 · 3,386 citations*](https://md.research.elamur.ai/free/en/papers/johnson-2023-mimic-iv-freely-accessible-electronic/)
3. [**Explainable Prediction of Medical Codes from Clinical Text**James Mullenbach, Sarah Wiegreffe, Jon Duke, et al.*2018 · 719 citations*](https://md.research.elamur.ai/free/en/papers/mullenbach-2018-explainable-prediction-medical-codes-clinical/)
4. [**ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge**Yunxiang Li, Zihan Li, Kai Zhang, et al.*2023 · 643 citations*](https://md.research.elamur.ai/free/en/papers/li-2023-chatdoctor-medical-chat-model-fine/)
5. [**Task-oriented Dialogue System for Automatic Diagnosis**Zhongyu Wei, Qianlong Liu, Baolin Peng, et al.*2018 · 253 citations*](https://md.research.elamur.ai/free/en/papers/wei-2018-task-oriented-dialogue-system-automatic/)
6. [**Simplifying Text for Language-Impaired Readers**John Carroll, Guido Minnen, Darren Pearce, et al.*1999 · 234 citations*](https://md.research.elamur.ai/free/en/papers/carroll-1999-simplifying-text-language-impaired-readers/)
7. [**Negation scope and spelling variation for text-mining of Danish electronic patient records**Cecilia Engel Thomas, Peter Bjødstrup Jensen, Thomas Werge, et al.*2014 · 9 citations*](https://md.research.elamur.ai/free/en/papers/thomas-2014-negation-scope-spelling-variation-text/)
8. [**Dialogue Act Modeling for Non-Visual Web Access**Vikas Ashok, Yevgen Borodin, Svetlana Stoyanchev, et al.*2014 · 6 citations*](https://md.research.elamur.ai/free/en/papers/ashok-2014-dialogue-act-modeling-non-visual/)
9. [**Adapting the ISO 24617-2 Dialogue Act Annotation Scheme for Modelling Medical Consultations**Volha Petukhova, Harry Bunt*2020 · 3 citations*](https://md.research.elamur.ai/free/en/papers/petukhova-2020-adapting-iso-24617-2-dialogue/)
10. [**Dialogue Act Classification for Augmentative and Alternative Communication**E. Margaret Perkoff*2021 · 2 citations*](https://md.research.elamur.ai/free/en/papers/perkoff-2021-dialogue-act-classification-augmentative-alternative/)
11. [**Conversational Assistants to Support Patients with Heart Failure: Comparing a Neurosymbolic Architecture with GPT**Anuja Tayal, Devika Salunke, Barbara Di Eugenio, et al.*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/tayal-2026-conversational-assistants-support-patients-heart/)
12. [**Digital Harf: A Clinically Integrated Multimodal AI System for Pervasive Arabic Speech and Language Therapy**Asif Azad, Mohammad Sadat Hossain, MD Sadik Hossain Shanto, et al.*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/azad-2026-digital-harf-clinically-integrated-multimodal/)
13. [**Persona-Conditioned Generation of Patient Self-Reports from EHRs**Yuexin Wu, Jianming Wei, Vasile Rus*2026*](https://md.research.elamur.ai/free/en/papers/wu-2026-persona-conditioned-generation-patient-self/)
14. [**Enhancing Medical Support in the Arabic Language Through Personalized ChatGPT Assistance**Mohamed Issa, Ahmed Abdelwahed*2024*](https://md.research.elamur.ai/free/en/papers/issa-2024-enhancing-medical-support-arabic-language/)

Updated 24 October 2026

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