Enhancing Dataset Quality for AI in Radiology: Challenges and Solutions

Enhancing Dataset Quality for AI in Radiology: Challenges and Solutions

Saved in:

Bibliographic Details
Main Authors:	Vinayak Rengan, Devansh Lalwani, Swapnil Bhat, Pravin Meenashi Sundaram
Format:	Article
Language:	English
Published:	Thieme Medical and Scientific Publishers Pvt. Ltd. 2025-01-01
Series:	Journal of Gastrointestinal and Abdominal Radiology
Online Access:	http://www.thieme-connect.de/DOI/DOI?10.1055/s-0044-1790232
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A decade's experience of robotic buccal ureteroplasty for post-ureteroscopic laser lithotripsy-induced strictures—Should this be the new standard?
by: Deerush Kannan Sakthivel, et al.
Published: (2025-04-01)

Multimodal radiology AI
by: Pingkun Yan, et al.
Published: (2023-09-01)

AI-Powered Object Detection in Radiology: Current Models, Challenges, and Future Direction
by: Abdussalam Elhanashi, et al.
Published: (2025-04-01)

Effectiveness of AI for Enhancing Computed Tomography Image Quality and Radiation Protection in Radiology: Systematic Review and Meta-Analysis
by: Subo Zhang, et al.
Published: (2025-02-01)

AI and Interventional Radiology: A Narrative Review of Reviews on Opportunities, Challenges, and Future Directions
by: Andrea Lastrucci, et al.
Published: (2025-04-01)

Impact of “Aegeus” - A Novel Research-Based Quiz for and by the Medical Undergraduate Students in India
by: Shirish Rao, et al.
Published: (2024-12-01)

Blockchain solutions for generative AI challenges in journalism
by: Malin Picha Edwardsson, et al.
Published: (2024-11-01)

Challenges of implementing AI solutions in the pharmaceutical industry
by: A. G. Borodich
Published: (2025-06-01)

Empowering Public Health: AI‐Powered Security Solutions for AI‐Driven Challenges
by: Shahrukh Mushtaq, et al.
Published: (2025-04-01)

A labeled dataset for AI-based cryo-EM map enhancement
by: Nabin Giri, et al.
Published: (2025-01-01)

Dataset Enhancement in Hair Follicle Detection: ESENSEI Challenge
by: Jan Jakubik
Published: (2018-09-01)

A setup for live AI support in interventional radiology
by: Komposch Jan, et al.
Published: (2024-12-01)

Fake News Detection Landscape: Datasets, Data Modalities, AI Approaches, Their Challenges, and Future Perspectives
by: Fiza Gulzar Hussain, et al.
Published: (2025-01-01)

Trustworthy AI Solutions for Cyberbiosecurity Challenges in Water Supply Systems
by: Wan-Yi Mao, et al.
Published: (2022-05-01)

Healthy Mouth, Healthy Lungs: Novel Solutions for Preventing and Diagnosing Periodontal Disease in the Context of Chronic Respiratory Illness
by: Anuj Singh Parihar, et al.
Published: (2024-08-01)

Foundation models for radiology—the position of the AI for Health Imaging (AI4HI) network
by: José Guilherme de Almeida, et al.
Published: (2025-08-01)

Sorting Out Agencies in AI-supported Radiological Work Practices
by: Astrid Galsgaard, et al.
Published: (2025-07-01)

Radiology AI and sustainability paradox: environmental, economic, and social dimensions
by: Burak Kocak, et al.
Published: (2025-04-01)

Generative AI in Enhancing Hydroponic Nutrient Solution Monitoring
by: Musawer Hakimi, et al.
Published: (2025-04-01)

Tomato leaf dataset: A dataset for multiclass disease detection and classificationMendeley Data
by: Ahmed Imtiaz, et al.
Published: (2025-06-01)

Issues and Limitations on the Road to Fair and Inclusive AI Solutions for Biomedical Challenges
by: Oliver Faust, et al.
Published: (2025-01-01)

Pediatric Radiology: An Analysis of AI-Powered Bone Age Determination Methods
by: Rayyan Mahmood Salih Alrawi, et al.
Published: (2025-03-01)

A dataset to test AI on forensic scenes
by: H. Daudigny, et al.
Published: (2024-12-01)

Challenges of radiological assessment in an infant with giant calcified hepatoblastoma
by: Emre Ceçen, et al.
Published: (2011-12-01)

IoT and AI for smart agriculture in resource-constrained environments: challenges, opportunities and solutions
by: Majid Nawaz, et al.
Published: (2025-03-01)

A Study of Clinical, Radiological, and Thrombophilia Profiles in Cerebral Venous Sinus Thrombosis
by: Dhaval Dave, et al.
Published: (2025-03-01)

Keyword-based AI assistance in the generation of radiology reports: A pilot study
by: Fei Dong, et al.
Published: (2025-08-01)

AI in Dental Radiology—Improving the Efficiency of Reporting With ChatGPT: Comparative Study
by: Daniel Stephan, et al.
Published: (2024-12-01)

DeepDiveAI: Identifying AI-Related Documents in Large Scale Literature Dataset
by: Xingzhou Liang, et al.
Published: (2025-06-01)

Opportunities and challenges in the application of large artificial intelligence models in radiology
by: Liangrui Pan, et al.
Published: (2024-06-01)

Power quality solutions for rail transport using AI-based unified power quality conditioners
by: D. K. Nishad, et al.
Published: (2024-11-01)

Controversies in the Application of AI in Radiology—Is There Medico-Legal Support? Aspects from Romanian Practice
by: Ana-Maria Ungureanu, et al.
Published: (2025-01-01)

Multimodal AI and Large Language Models for Orthopantomography Radiology Report Generation and Q&A
by: Chirath Dasanayaka, et al.
Published: (2025-03-01)

Summary of the Proceedings of Asian Oceanian Radiology Forum 2025: Key Challenges in Radiology Clinical Practice across the Asia-Oceania Region
by: Indian Radiological and Imaging Association
Published: (2025-04-01)

MST-AI: Skin Color Estimation in Skin Cancer Datasets
by: Vahid Khalkhali, et al.
Published: (2025-07-01)

Brick Kiln Dataset for Pakistan’s IGP Region Using AI
by: Muhammad Suleman Ali Hamdani, et al.
Published: (2025-05-01)

Twin neurological enigmas radiological and medical insight into a dual encounter with metformin induced encephalopathy
by: Leyole Claudine Ancilla, et al.
Published: (2024-06-01)

Navigating the AI Energy Challenge: A Sociotechnical Framework and Strategic Solutions for Sustainable Artificial Intelligence
by: Liu Xiaoyang
Published: (2025-01-01)

Radiological and Clinical Presentation of Interstitial Lung Disease in Patients with Concomitant Psoriasis: A Cross-sectional Study
by: Manoj Meena, et al.
Published: (2025-04-01)

Enhancing Medical Education with AI-Generated Visual Art: Benefits and Challenges
by: Manica Negahdaripour, et al.
Published: (2025-02-01)