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Reviewer of the Month (2025)

In 2025, JMAI reviewers continue to make outstanding contributions to the peer review process. They demonstrated professional effort and enthusiasm in their reviews and provided comments that genuinely help the authors to enhance their work.

Hereby, we would like to highlight some of our outstanding reviewers, with a brief interview of their thoughts and insights as a reviewer. Allow us to express our heartfelt gratitude for their tremendous effort and valuable contributions to the scientific process.

Interviews with Outstanding Authors (2025)

In 2025, many JMAI authors make outstanding contributions to our journal. Their articles published with us have received very well feedback in the field and stimulate a lot of discussions and new insights among the peers.

Hereby, we would like to highlight some of our outstanding authors who have been making immense efforts in their research fields, with a brief interview of their unique perspective and insightful view as authors.

JMAI Annual Report 2024

Greetings from the editorial office of JMAI. First of all, we would like to sincerely thank you for your support and assistance in improving the journal as our editorial board members, authors, reviewers and readers. We appreciate your great work, commitment and dedication in the past year, which have been integral to JMAI's progress and success.

Here we would like to share the annual report with you, we would love to hear your thoughts on how we can improve our journal. We are looking forward to your innovations and contributions in the year to come.

We wish you a very Happy 2025, filled with success, happiness and good health.

Journal of Medical Artificial Intelligence 2023 CiteScore Released: 2.3

We are pleased to announce that the Journal of Medical Artificial Intelligence (JMAI) has received its 2023 CiteScore: 2.3, ranking 198 out of 398 journals in the Medicine (miscellaneous) category.

Furthermore, we are delighted to highlight the remarkable achievements made by all AME journals in the CiteScore ranking.

Implementation of transparent peer review at Journal of Medical Artificial Intelligence (JMAI)

With a commitment to openness and accountability, and to increase the level of transparency throughout our peer review process, our editorial office has decided to implement a transparent peer review process as an option for all manuscripts submitted to JMAI from March 19, 2020.

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Brief Report

A novel artificial intelligence leadership curriculum for pre-college students interested in medicine and engineering: program development and global competition outcomes

Hannah Ong, Joshua Ong, Dejian Chen, Stanley Li, Dennis Ong

Journal of Medical Artificial Intelligence

2025;

(30 September 2025)

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Brief Report

A large language model-guided approach to the focused physical exam

Arya S. Rao, Christian Rivera, Husayn F. Ramji, Sarah Wagner, Andrew Mu, John Kim, William Marks, Benjamin White, David C. Whitehead, Michael J. Senter-Zapata, Marc D. Succi

Journal of Medical Artificial Intelligence

2025;

(30 September 2025)

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Review Article

Role of artificial intelligence in healthcare settings: a systematic review

Wahid Ullah, Qasim Ali

Journal of Medical Artificial Intelligence

2025;

(30 September 2025)

PDF Full Text (1943) Reporting Checklist Peer Review File COI Form Open Access

Review Article

Applications of deep learning in periodontal disease diagnosis and management: a systematic review and critical appraisal

Elisabetta Ferrara, Biagio Rapone, Alessandro D’Albenzio

Journal of Medical Artificial Intelligence

2025;

(30 September 2025)

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Review Article

Clinician interaction with artificial intelligence systems: a narrative review

Yasmine Madan, Argyrios Perivolaris, Robert Chris Adams-McGavin, James J. Jung

Journal of Medical Artificial Intelligence

2025;

(30 September 2025)

PDF Full Text (613) Reporting Checklist Peer Review File COI Form Open Access

Original Article

Development and validation of a data visualization dashboard for automatic pain assessment and artificial intelligence analyses in cancer patients

Francesco Cutugno, Marco Cascella

Journal of Medical Artificial Intelligence

2025;

(30 September 2025)

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Original Article

Artificial intelligence in the medical field: diagnostic capabilities of GPT-4 in comparison with physicians

Nino Gvajaia, Luka Kutchava, Levan Alavidze, Sai Pratibha Yandamuri, Elene Pestvenidze, Vaso Kupradze

Journal of Medical Artificial Intelligence

2025;

(30 September 2025)

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Original Article

Improving documentation quality and patient interaction with AI: a tool for transforming medical records—an experience report

Pedro Angelo Basei de Paula, João Victor Bruneti Severino, Matheus Nespolo Berger, Maria Han Veiga, Karen Dyminski Parente Ribeiro, Fillipe Silveira Loures, Solano Amadori Todeschini, Eduardo Augusto Roeder, Gustavo Lenci Marques

Journal of Medical Artificial Intelligence

2025;

(30 September 2025)

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Original Article

miRNA biomarkers-based diagnosis of diffuse large B-cell lymphoma using machine learning

Summer Tang, Igor F. Tsigelny, Santosh Kesari, Valentina L. Kouznetsova

Journal of Medical Artificial Intelligence

2025;

(30 September 2025)

PDF Full Text (397) Peer Review File COI Form Open Access

Brief Report

Development potential of dermatological artificial intelligence and U-healthcare: perceptions reported by middle-aged people in the Republic of Korea

Jinkyung Lee, Ki Han Kwon

Journal of Medical Artificial Intelligence

2025;

(30 June 2025)

PDF Full Text (499) Reporting Checklist Peer Review File COI Form Open Access

Review Article

In the era of patient-centricity, is the use of PROMs optimized?—a narrative review based on AI models

Charbel Alhelou, Julien Dufour, Romain Clement

Journal of Medical Artificial Intelligence

2025;

(30 June 2025)

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Review Article

Evaluating the predictive power of machine learning in cirrhosis mortality: a systematic review

Sheza Malik, Lewis J. Frey, Kamran Qureshi

Journal of Medical Artificial Intelligence

2025;

(30 June 2025)

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Original Article

Large language models performance on pediatrics question: a new challenge

Gianluca Mondillo, Alessandra Perrotta, Vittoria Frattolillo, Simone Colosimo, Cristiana Indolfi, Michele Miraglia del Giudice, Francesca Rossi

Journal of Medical Artificial Intelligence

2025;

(30 June 2025)

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Original Article

Comparative analysis of deep learning architectures for performance of image classification in pineal region tumors

Thara Tunthanathip, Anukoon Kaewborisutsakul, Suchada Supbumrung

Journal of Medical Artificial Intelligence

2025;

(30 June 2025)

PDF Full Text (455) Reporting Checklist Data Sharing Statement Peer Review File COI Form Open Access

Original Article

A cross-sectional study of the artificial intelligence and metaverse for healthy food and skin health

Jinkyung Lee, Ki Han Kwon

Journal of Medical Artificial Intelligence

2025;

(30 June 2025)

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Original Article

Machine learning model better identifies patients for pharmacist intervention to reduce hospitalization risk in a large outpatient population

Erik Hefti, Yao Xie, Kristen Engelen

Journal of Medical Artificial Intelligence

2025;

(30 June 2025)

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Original Article

AI²-SXI algorithm enables predicting and reducing the risk of less than 30 days patient readmissions with 99% accuracy and precision

Dharambir Mahto, Prashant Yadav, Alan T. Joseph, Srinivas Kilambi

Journal of Medical Artificial Intelligence

2025;

(30 June 2025)

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Editorial Commentary

Decoding the heart: how artificial intelligence is transforming cardiology

Panteleimon Pantelidis, Evangelos Oikonomou, Ioannis Gialamas, Athina Goliopoulou, Savvas Sarantos, Georgios E. Zakynthinos, Artemis Anastasiou, Maria Ioanna Gounaridi, Konstantinos Kalogeras, Gerasimos Siasos

Journal of Medical Artificial Intelligence

2025;

(30 March 2025)

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Review Article

Artificial intelligence technologies for color matching cosmetics in dermatology: a systematic review focusing on OCA2 gene direct-to-consumer genetic testing

Jinkyung Lee, Ki Han Kwon

Journal of Medical Artificial Intelligence

2025;

(30 March 2025)

PDF Full Text (872) Reporting Checklist Peer Review File COI Form Open Access

Review Article

The long road ahead: navigating obstacles and building bridges for clinical integration of artificial intelligence technologies

Sandeep Reddy, Sameer Shaikh

Journal of Medical Artificial Intelligence

2025;

(30 March 2025)

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Brief Report

Smartphone-based polyp detection: a first step towards an open-source AI framework

Yong Bae Kim

Published online: 25 April 2025

Original Article

Evaluating large language models for title/abstract screening: a systematic review and meta-analysis & development of new tool

Jin Kyu Kim, Mandy Rickard, Pankaj Dangle, Nikhil Batra, Michael E. Chua, Adree Khondker, Korand M. Szymanski, Rosalia Misseri, Armando J. Lorenzo

Published online: 24 April 2025

Review Article

Artificial intelligence in medical image analysis and molecular diagnostics: recent advances and applications

Riya Manas Sharma

Published online: 23 April 2025

Original Article

An Autoencoder-Based Approach for Glaucoma Anomaly Detection in Visual Fields Diagnosis

Masyitah Abu, , Nik Adilah Hanin Zahri, Amiza Amir, Muhammad Izham Ismail, Azhany Yaakub

Published online: 22 April 2025

Original Article

A data-driven analysis of maternal health risk indicators using machine learning techniques

Mohammad Najeh Samara

Published online: 21 April 2025

Review Article

Application of Artificial Intelligence and ChatGPT in Medical Writing: A Narrative Review

Ashkan Fakharifar, Zahra Beizavi, Alireza Pouramini, Sara Haseli

Published online: 15 April 2025

Brief Report

Deploy your own machine learning model with no coding expertise: resident perspective

Jassimran Singh, Aditi Agrawal

Published online: 15 April 2025

Editorial Commentary

AI-driven diagnostics need an adaptive regulatory approach to benefit patients

Frank C. Schuller, Insoo Hyun

Published online: 11 April 2025

Review Article

The intersection of quality improvement, artificial intelligence and patient safety in healthcare—current applications, challenges and risks, and future directions: a scoping review

Mohd Hanif Mohd Nawawi, Muhammad Solehuddin Ishak, Rizq Fazzali Abdul Raes, Ihsan Abdul Razak, Suhana Hasan, Afiq Izzudin A. Rahim

Published online: 11 April 2025

Study Protocol

Predictive tools in intensive care unit management: a protocol of a scoping review

Roberta Eduarda Grolli, Greici Capellari Fabrizzio, Eduardo Cunha Cabral, Jayme Mattos de Souza, Lucas de Souza Vieira, Anderson Sales Zambeli, Gabriela Machado Silva, Matheus Machado, Luis Gustavo Bornia, Simone Silmara Werner, Jônata Tyska Carvalho, Renato Fileto, André Wüst Zibetti

Published online: 11 April 2025

Original Article

Development and Validation of SXI++ LNM Algorithm for Sepsis Prediction

Dharambir Mahto, Prashant Yadav, Mahesh Banavar, Jim Keany, Alan T Joseph, Srinivas Kilambi

Published online: 10 April 2025

Review Article

Potential for the development of customized color cosmetics using artificial intelligence digital slide scanner exclusively for dermatology: a scoping review

Jinkyung Lee, Ki Han Kwon

Published online: 10 April 2025

Original Article

Validation of YOLOv8 algorithm in detecting colon polyps in endoscopy videos

Hang Dao Viet, Tung Nguyen Thanh, Hoa Lam Ngoc, Binh Nguyen Phuc, Trung Vu Quoc, Hien Nguyen Minh, Vinh Pho Tuan, Hieu Dang Huy, Sang Dinh Viet, Thuy Nguyen Thi

Published online: 10 April 2025

Original Article

X-Rays in the AI Age: Revolutionizing Pulmonary Tuberculosis Diagnosis- a Systematic Review & Meta-analysis

Zafar Aleem Suchal, Noor ul Ain, Abdul Rehman, Azra Mahmud

Published online: 21 March 2025

Original Article

Pediatric pneumonia X-ray image classification: predictive model development with DenseNet-169 transfer learning

Sasanka Katreddi, Avinash Midatani, Akshara P. Roy, Usha Velpuri, Sujan Kasani

Published online: 13 March 2025

Review Article

Overcoming adoption challenges: bridging the gap between artificial intelligence algorithm development and implementation in healthcare

Nathan R. Hill

Published online: 28 February 2025

Review Article

Disability and algorithmic fairness in healthcare: a narrative review

Yvonne Vogt

Published online: 28 February 2025

Brief Report

A concise framework for fairness: navigating disparate impact in healthcare AI

Pemla Jagtiani, Mert Karabacak, Konstantinos Margetis

Published online: 28 February 2025

Review Article

A scoping review of artificial intelligence-tailored inner beauty solution for obesity: focusing on oolong tea

Jinkyung Lee, Ki Han Kwon

Published online: 21 February 2025

Original Article

Prediction of stroke in symptomatic carotid stenosis using machine learning and its implications on clinical trial enrichment

Mandara Muralidhar Harikar, Tejas Venkataram, Shreyas Kashyap, Oluseye Abayomi Ogunbayo, Benjamin Aribisala

Published online: 21 February 2025

Original Article

International Classification of Primary Care (ICPC-2) and search engines: an exploration of three algorithms for information retrieval to aid medical coding

Vinicius Anjos de Almeida, Egbert J. van der Haring, Kees van Boven, Luis Fernandez Lopez

Published online: 21 February 2025

Original Article

Healthcare leaders’ attitudes and perceptions on the use of artificial intelligence and artificial intelligence enabled tools in healthcare settings

Jitendra Singh, Brandi Sillerud, Jennifer Yednock, Casey Larson, Avery Steffen, Advitya Singh

Published online: 21 February 2025

Original Article

Exploring the impacts of artificial intelligence interventions on providers’ practices: perspectives from a rural medical center

Joe Lintz

Published online: 21 February 2025

Review Article

A comparative study of machine learning algorithms for breast cancer diagnosis

Ridouane Tachicart, Hasnaa Rezki, Adil Korchi, Ahmed Abatal

Published online: 21 February 2025

Editorial Commentary

Opportunities and challenges associated with artificial intelligence in healthcare

Imad Haque

Published online: 21 February 2025

Original Article

Assessment of artificial intelligence chatbot responses to the top search queries related to kidney stones: a cross-sectional survey study

Jacob McCarter, James Applewhite, Shubh Desai, David Hinojosa-Gonzalez, Justin Badal

Published online: 21 February 2025

Review Article

Recent trends in prediction of chronic kidney disease using different learning approaches: a systematic literature review

Iliyas Ibrahim Iliyas, Souley Boukari, Abdulsalam Ya’u Gital

Published online: 20 February 2025

Original Article

Use of artificial intelligence to transcribe and summarise general practice consultations

Qasim Haniff, Zaiqiao Meng, Tanatapanun Pongkemmanun, Zheng Chuang Sia, Heather Newport, Yuning Ooi, Bhautesh D. Jani

Published online: 20 February 2025

Review Article

Multimodal deep learning breast cancer prognosis models: review on multimodal architectures and concatenation approaches

Aminu Maigari, Chew Xinying, Zurinahni Zainol

Published online: 20 February 2025

Original Article

A predictive tool to forecast the Model for End-Stage Liver Disease score: the “MELDPredict” tool

Minh Nguyen, Jiaqi Zhou, Sisi Ma, Gyorgy Simon, Sawyer Olson, Timothy Pruett, Lisiane Pruinelli

Published online: 20 February 2025

Original Article

Comparison of machine learning algorithms for predicting admission in intensive care units based on the precision nursing framework

Greici Capellari Fabrizzio, Lincoln Moura de Oliveira, Diovane Ghignatti Da Costa, José Luís Guedes Dos Santos, Rodrigo Jensen, Elisiane Lorenzini, Clara Bender, Simon Lebech Cichosz, Alacoque Lorenzini Erdmann

Published online: 20 February 2025

Review Article

Use of artificial intelligence for detection and managing atrial fibrillation—narrative review of the current literature

Madhusudhan Ponnala, Srinivasa Ramanujan Boora, Amit Kumar Misra, Narsimha Rao Keetha, Srikanth Reddy Maddika, Sridhar Reddy Patlolla, Mehnaz Fatima, Adedayo Adegbulu, Aderinmola Adegbulu, Gulalai Khan, Saira Amir, Aamir Abbas

Published online: 20 February 2025

Original Article

Evaluating the accuracy of large language models in pulmonary medicine scientific writing

Sana Dang, Michelle Melfi, Phillip J. Gary

Published online: 20 February 2025

Original Article

GPT-4o vs. residency exams in ophthalmology—a performance analysis

Elad Shvartz, Omri Zur, Leah Attal, Zaki Nujeidat, Gilad Plopsky, Daniel Bahir

Published online: 18 February 2025

Original Article

Machine learning approaches for DAS28 score prediction after rituximab treatment in rheumatoid arthritis patients

Evgenija Mihajloska, Bojana Velichkovska, Aleksandar Dimkovski, Marija Staninova Stojovska, Ana Vasilevska, Dubravka Antova, Tomislav Shuminoski, Aleksandra Grozdanova, Ljubica Suturkova

Published online: 13 February 2025

Review Article

Artificial intelligence in the diagnosis and prevention of multi- stage colorectal cancer: potential algorithmic bias and systematic mitigation

Anupama Nair

Published online: 25 November 2024

Review Article

Factors influencing trust in medical artificial intelligence for healthcare professionals: a narrative review

Victoria Tucci, Joan Saary, Thomas E. Doyle

Published online: 30 March 2022

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Review Article

Heart disease detection using machine learning methods: a comprehensive narrative review

Mohammadreza Hajiarbabi

Published online: 26 June 2024

PDF Full Text (12562) Reporting Checklist Peer Review File COI Form Open Access

Review Article

Intersection of artificial intelligence and medicine: tort liability in the technological age

Kyle T. Jorstad

Published online: 30 December 2020

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Review Article

Artificial intelligence, chatbots and ChatGPT in healthcare—narrative review of historical evolution, current application, and change management approach to increase adoption

Jitendra Singh, Brandi Sillerud, Advitya Singh

Published online: 23 November 2023

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Original Article

The top 100 most cited articles in medical artificial intelligence: a bibliometric analysis

Subhashaan Sreedharan, Mustafa Mian, Ross A. Robertson, Natalie Yang

Published online: 25 March 2020

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Review Article

Artificial intelligence in periodontology and implantology—a narrative review

Safiya Fatima Khan, Abubakar Siddique, Asim Mustafa Khan, Bhavya Shetty, Ibrahim Fazal

Published online: 25 March 2024

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Original Article

Defining functional requirements for a patient-centric computerized glaucoma treatment and care ecosystem

Nahum Goldmann, Simon E. Skalicky, Robert N. Weinreb, Ricardo Augusto Paletta Guedes, Christophe Baudouin, Xiulan Zhang, Aukje van Gestel, Eytan Z. Blumenthal, Paul L. Kaufman, Robert Rothman, Ana Maria Vasquez, Paul Harasymowycz, Derek S. Welsbie, Ivan Goldberg

Published online: 28 February 2023

PDF Full Text (8257) Peer Review File COI Form Open Access

Original Article

Perceptions of the use and benefits of artificial intelligence applications: survey study

Safa Chaieb, Karim Garrouch, Nasser Sulaiman Al-Ali

Published online: 18 December 2023

PDF Full Text (7736) Reporting Checklist Data Sharing Statement Peer Review File COI Form Open Access

Review Article

A survey of pulmonary nodule detection, segmentation and classification in computed tomography with deep learning techniques

Jianrong Wu, Tianyi Qian

Published online: 19 April 2019

PDF Full Text (7661) COI Form Open Access

Brief Report

GPT-4 and medical image analysis: strengths, weaknesses and future directions

Ethan Waisberg, Joshua Ong, Mouayad Masalkhi, Nasif Zaman, Prithul Sarker, Andrew G. Lee, Alireza Tavakkoli

Published online: 20 December 2023

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Review Article

A systematic literature review of predicting diabetic retinopathy, nephropathy and neuropathy in patients with type 1 diabetes using machine learning

Qingqing Xu, Liye Wang, Sujit S. Sansgiry

Published online: 25 March 2020

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Editorial

AI’s role in deep space

Nora M. Haney, Alexandra Urman, Tayab Waseem, Yvonne Cagle, José M. Morey

Published online: 30 September 2020

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Original Article

Developing an app to interpret chest X-rays to support the diagnosis of respiratory pathology with artificial intelligence

Andrew Elkins, Felipe F. Freitas, Verónica Sanz

Published online: 30 June 2020

PDF Full Text (6664) COI Form Open Access

Review Article

Artificial intelligence in radiation oncology treatment planning: a brief overview

Kendall J. Kiser, Clifton D. Fuller, Valerie K. Reed

Published online: 08 May 2019

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Letter to the Editor

Does artificial intelligence have any role in healthcare in low resource settings?

Zahra Hoodbhoy, Babar Hasan, Khan Siddiqui

Published online: 02 July 2019

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Original Article

A Comparative assessment of ChatGPT vs. Google Translate for the translation of patient instructions

Pavithra Rao, Lauren M. McGee, Casey A. Seideman

Published online: 11 June 2024

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Technical Report

Improving ultrasound video classification: an evaluation of novel deep learning methods in echocardiography

James P. Howard, Jeremy Tan, Matthew J. Shun-Shin, Dina Mahdi, Alexandra N. Nowbar, Ahran D. Arnold, Yousif Ahmad, Peter McCartney, Massoud Zolgharni, Nick W. F. Linton, Nilesh Sutaria, Bushra Rana, Jamil Mayet, Daniel Rueckert, Graham D. Cole, Darrel P. Francis

Published online: 25 March 2020

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Original Article