Malvern Madondo

According to our database, Malvern Madondo authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Automated Treatment Planning for Interstitial HDR Brachytherapy for Locally Advanced Cervical Cancer using Deep Reinforcement Learning.

Mohammadamin Moradi, Runyu Jiang, Yingzi Liu, Malvern Madondo, Tianming Wu, James J. Sohn, Xiaofeng Yang, Yasmin Hasan, Zhen Tian

CoRR, June, 2025

Patient-Specific Deep Reinforcement Learning for Automatic Replanning in Head-and-Neck Cancer Proton Therapy.

Malvern Madondo, Yuan Shao, Yingzi Liu, Jun Zhou, Xiaofeng Yang, Zhen Tian

Proceedings of the Machine Learning for Healthcare Conference (MLHC 2025), 2025

2023

Learning Control Policies of Hodgkin-Huxley Neuronal Dynamics.

Malvern Madondo, Deepanshu Verma, Lars Ruthotto, Nicholas Au Yong

CoRR, 2023

A SWAT-based Reinforcement Learning Framework for Crop Management.

Malvern Madondo, Muneeza Azmat, Kelsey Dipietro, Raya Horesh, Michael Jacobs, Arun Bawa, Raghavan Srinivasan, Fearghal O'Donncha

CoRR, 2023

Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management.

Muneeza Azmat, Malvern Madondo, Arun Bawa, Kelsey Dipietro, Raya Horesh, Michael Jacobs, Raghavan Srinivasan, Fearghal O'Donncha

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023