Zachary Huemann

6PUBLICATIONS
11CO-AUTHORS
Pattern recognitionGeospatial information systems and geospatial data modellingMedical genetics (excl. cancer genetics)Context learningTranslation and interpretation studies
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Publications (6)

|Apr 14, 2026
ConTEXTual Net 3D: Vision-Language Modeling in PET/CT for Visual Grounding of Positive Findings.

Zachary Huemann, Samuel Church, Joshua D Warner

|Apr 29, 2025
Deep Learning for Longitudinal Gross Tumor Volume Segmentation in MRI-Guided Adaptive Radiotherapy for Head and Neck Cancer.

Xin Tie, Weijie Chen, Zachary Huemann

|Feb 19, 2025
Automatic Quantification of Serial PET/CT Images for Pediatric Hodgkin Lymphoma Using a Longitudinally Aware Segmentation Network.

Xin Tie, Muheon Shin, Changhee Lee

|Mar 15, 2024
ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax.

Zachary Huemann, Xin Tie, Junjie Hu

|Dec 11, 2023
Domain-adapted Large Language Models for Classifying Nuclear Medicine Reports.

Zachary Huemann, Changhee Lee, Junjie Hu

|Aug 02, 2023
A Guide to Cross-Validation for Artificial Intelligence in Medical Imaging.

Tyler J Bradshaw, Zachary Huemann, Junjie Hu

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Frequent Collaborators

4 joint publications

Tyler J Bradshaw

3 joint publications

Junjie Hu

2 joint publications

Xin Tie

1 joint publications

Scott B Perlman