Vol 8 (December 30, 2025) - Journal of Medical Artificial Intelligence

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

Journal of Medical Artificial Intelligence

2025;

8:

64

(30 December 2025)

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Review Article

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

Anupama Nair

Journal of Medical Artificial Intelligence

2025;

8:

63

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

62

(30 December 2025)

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Review Article

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

Aminu Maigari, Chew XinYing, Zurinahni Zainol

Journal of Medical Artificial Intelligence

2025;

8:

61

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

60

(30 December 2025)

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Review Article

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

Jinkyung Lee, Ki Han Kwon

Journal of Medical Artificial Intelligence

2025;

8:

59

(30 December 2025)

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Review Article

A comparative study of machine learning algorithms for breast cancer diagnosis

Ridouane Tachicart, Hasnaa Rezki, Adil Korchi, Ahmed Abatal

Journal of Medical Artificial Intelligence

2025;

8:

58

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

57

(30 December 2025)

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Review Article

Disability and algorithmic fairness in healthcare: a narrative review

Yvonne Vogt

Journal of Medical Artificial Intelligence

2025;

8:

56

(30 December 2025)

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Review Article

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

Nathan R. Hill

Journal of Medical Artificial Intelligence

2025;

8:

55

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

54

(30 December 2025)

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Review Article

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

Riya Manas Sharma

Journal of Medical Artificial Intelligence

2025;

8:

53

(30 December 2025)

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Review Article

Application of artificial intelligence and ChatGPT in medical writing: a narrative review

Ashkan Fakharifar, Zahra Beizavi, Alireza Pouramini, Sara Haseli

Journal of Medical Artificial Intelligence

2025;

8:

52

(30 December 2025)

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Brief Report

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

Pemla Jagtiani, Mert Karabacak, Konstantinos Margetis

Journal of Medical Artificial Intelligence

2025;

8:

51

(30 December 2025)

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Brief Report

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

Jassimran Singh, Aditi Agrawal

Journal of Medical Artificial Intelligence

2025;

8:

50

(30 December 2025)

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Brief Report

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

Yong Bae Kim

Journal of Medical Artificial Intelligence

2025;

8:

49

(30 December 2025)

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Original Article

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

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

Journal of Medical Artificial Intelligence

2025;

8:

48

(30 December 2025)

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Original Article

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

Sana Dang, Michelle Melfi, Phillip J. Gary

Journal of Medical Artificial Intelligence

2025;

8:

47

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

46

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

45

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

44

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

43

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

42

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

41

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

40

(30 December 2025)

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Original Article

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

Joe Lintz

Journal of Medical Artificial Intelligence

2025;

8:

39

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

38

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

37

(30 December 2025)

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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

Journal of Medical Artificial Intelligence

2025;

8:

36

(30 December 2025)

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Original Article

Validation of YOLOv8 algorithm in detecting colon polyps in endoscopy videos

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

Journal of Medical Artificial Intelligence

2025;

8:

35

(30 December 2025)

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Original Article