Peter I. Kamel

Neuroradiology

22 S Greene St
Baltimore, MD 21201

Last Updated: 09/26/2026

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Found 18 publications

Evaluating the Utility and Limitations of Machine Learning Tumor Segmentation for Automated Longitudinal RANO Treatment Response Classification.

Evaluating the Utility and Limitations of Machine Learning Tumor Segmentation for Automated Longitudinal RANO Treatment Response Classification.

Journal: AJNR. American journal of neuroradiology

Published: February 16, 2026

A Systematic Evaluation of Image Preprocessing in Deep Learning Detection and Segmentation of Intracranial Metastatic Disease.

A Systematic Evaluation of Image Preprocessing in Deep Learning Detection and Segmentation of Intracranial Metastatic Disease.

Journal: AJNR. American journal of neuroradiology

Published: February 05, 2026

Chronic Subdural Hematoma Segmentation: A Dedicated Model to Overcome the Limitations of Acute Hemorrhage Segmentation Across Chronic Subdural Hematoma Subtypes and Density Variations.

Chronic Subdural Hematoma Segmentation: A Dedicated Model to Overcome the Limitations of Acute Hemorrhage Segmentation Across Chronic Subdural Hematoma Subtypes and Density Variations.

Journal: Journal of imaging informatics in medicine

Published: November 17, 2025

Adaptive, Privacy-Preserving Small Language Models for Multi-Task Clinical Assistance.

Adaptive, Privacy-Preserving Small Language Models for Multi-Task Clinical Assistance.

Journal: Journal of imaging informatics in medicine

Published: November 12, 2025

Performance Evaluation of a Commercial Deep Learning Software for Detecting Intracranial Hemorrhage in a Pediatric Population.

Performance Evaluation of a Commercial Deep Learning Software for Detecting Intracranial Hemorrhage in a Pediatric Population.

Journal: Journal of imaging informatics in medicine

Published: August 31, 2025

Artificial Intelligence in Stroke Imaging: A Review of Current Applications and Limitations.

Artificial Intelligence in Stroke Imaging: A Review of Current Applications and Limitations.

Journal: Seminars in neurology

Published: August 14, 2025

CT-Based Assessment of Brain Edema May Predict Which Patients with Traumatic Brain Injury May Benefit from Tranexamic Acid.

CT-Based Assessment of Brain Edema May Predict Which Patients with Traumatic Brain Injury May Benefit from Tranexamic Acid.

Journal: AJNR. American journal of neuroradiology

Published: July 13, 2025

Standardizing Heterogeneous MRI Series Description Metadata Using Large Language Models.

Standardizing Heterogeneous MRI Series Description Metadata Using Large Language Models.

Journal: Journal of imaging informatics in medicine

Published: March 06, 2025

Sociodemographic biases in a commercial AI model for intracranial hemorrhage detection.

Sociodemographic biases in a commercial AI model for intracranial hemorrhage detection.

Journal: Emergency radiology

Published: May 27, 2024

Dual Energy CT for Deep Learning-Based Segmentation and Volumetric Estimation of Early Ischemic Infarcts.

Dual Energy CT for Deep Learning-Based Segmentation and Volumetric Estimation of Early Ischemic Infarcts.

Journal: Journal of imaging informatics in medicine

Published: May 15, 2024

Evaluation of Multimodal ChatGPT (GPT-4V) in Describing Mammography Image Features.

Evaluation of Multimodal ChatGPT (GPT-4V) in Describing Mammography Image Features.

Journal: Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes

Published: April 06, 2024

A Comparative Evaluation of Large Language Model Utility in Neuroimaging Clinical Decision Support.

A Comparative Evaluation of Large Language Model Utility in Neuroimaging Clinical Decision Support.

Journal: Journal of imaging informatics in medicine

Published: February 25, 2024

Showing 1-12 of 18

Last Updated: 09/26/2026