Maciej A. Mazurowski

Artificial Intelligence (AI) Tools for Thyroid Nodules on Ultrasound, From the <i>AJR</i> Special Series on AI Applications

2022 · 45 Zit. · American Journal of Roentgenology

Artificial Intelligence in Radiology: Some Ethical Considerations for Radiologists and Algorithm Developers

2019 · 38 Zit. · Academic Radiology

Classification of Multiple Diseases on Body CT Scans Using Weakly Supervised Deep Learning- Model weights

2020 · 19 Zit. · arXiv (Cornell University)

Deep learning for classification of thyroid nodules on ultrasound: validation on an independent dataset

2023 · 12 Zit. · Clinical Imaging

Multistep Automated Data Labelling Procedure (MADLaP) for thyroid nodules on ultrasound: An artificial intelligence approach for automating image annotation

2023 · 9 Zit. · Artificial Intelligence in Medicine

Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach

2023 · 5 Zit. · Journal of Digital Imaging

Simplifying risk stratification for thyroid nodules on ultrasound: validation and performance of an artificial intelligence thyroid imaging reporting and data system

2024 · 5 Zit. · Current Problems in Diagnostic Radiology

Open-Weight Language Models and Retrieval-Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports: Assessment of Approaches and Parameters

2025 · 5 Zit. · Radiology Artificial Intelligence

Classification of Multiple Diseases on Body CT Scans Using Weakly Supervised Deep Learning

2021 · 2 Zit. · Radiology Artificial Intelligence

Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?

2024 · 2 Zit. · arXiv (Cornell University)

The Need for Targeted Labeling of Machine Learning–Based Software as a Medical Device

2022 · 1 Zit. · JAMA Network Open

Multi-Disease Classification of 13,667 Body CT Scans Using Weakly Supervised Deep Learning

2020 · 1 Zit. · arXiv (Cornell University)

Deep Learning for Classification of Thyroid Nodules on Ultrasound: Validation on an Independent Dataset

2022 · 0 Zit. · arXiv (Cornell University)

Virtual versus reality: external validation of COVID-19 classifiers using XCAT phantoms for chest radiography

2022 · 0 Zit. · Medical Imaging 2022: Physics of Medical Imaging

Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?

2024 · 0 Zit.