Austen Matthew Maniscalco

5PUBLICATIONS
10CO-AUTHORS
Planning and decision makingGeospatial information systems and geospatial data modellingFormal methods for softwareDeep learning
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Publications (5)

|Jul 17, 2026
Autonomous radiotherapy planning via agentic orchestration using a multimodal TPS-integrated compound AI platform.

|Sep 08, 2025
Adaptive radiotherapy dose prediction on head and neck cancer patients with a 3D multi-headed U-Net deep learning architecture.

Hui-Ju Wang, Austen Maniscalco, David Sher

|Mar 20, 2025
Closing the gap in plan quality: Leveraging deep-learning dose prediction for adaptive radiotherapy.

Sean J Domal, Austen Maniscalco, Justin Visak

|Mar 15, 2025
Enhanced dose prediction for head and neck cancer artificial intelligence-driven radiotherapy based on transfer learning with limited training data.

Hui-Ju Wang, Austen Maniscalco, David Sher

|Oct 14, 2024
Quality assurance for online adaptive radiotherapy: a secondary dose verification model with geometry-encoded U-Net.

Shunyu Yan, Austen Maniscalco, Biling Wang

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Frequent Collaborators

3 joint publications

Dan Nguyen

3 joint publications

Steve Jiang

1 joint publications

Shunyu Yan

1 joint publications

Biling Wang