|Machine learning methods uncover radiomorphologic dose patterns in salivary glands that predict xerostomia in patients with head and neck cancer|
W Jiang, P Lakshminarayanan, X Hui, P Han, Z Cheng, M Bowers, ...
Advances in radiation oncology 4 (2), 401-412, 2019
|Using big data analytics to advance precision radiation oncology|
TR McNutt, SH Benedict, DA Low, K Moore, I Shpitser, W Jiang, ...
International Journal of Radiation Oncology* Biology* Physics 101 (2), 285-291, 2018
|Dose/Volume histogram patterns in Salivary Gland subvolumes influence xerostomia injury and recovery|
P Han, P Lakshminarayanan, W Jiang, I Shpitser, X Hui, SH Lee, Z Cheng, ...
Scientific reports 9 (1), 1-9, 2019
|Spatial radiation dose influence on xerostomia recovery and its comparison to acute incidence in patients with head and neck cancer|
Y Guo, W Jiang, P Lakshminarayanan, P Han, Z Cheng, M Bowers, X Hui, ...
Advances in radiation oncology 5 (2), 221-230, 2020
|Radio‐morphology: Parametric shape‐based features in radiotherapy|
P Lakshminarayanan, W Jiang, SP Robertson, Z Cheng, P Han, ...
Medical physics 46 (2), 704-713, 2019
|Hyper-parameter optimization for support vector machines using stochastic gradient descent and dual coordinate descent|
W Jiang, S Siddiqui
EURO Journal on Computational Optimization, 1-17, 2019
|Analysis of the global wood‐chip trade's response to renewable energy policies using a spatial price equilibrium model|
W Jiang, S Searle, S Siddiqui
Biofuels, bioproducts and biorefining 11 (3), 505-520, 2017
|Readmission risk trajectories for patients with heart failure using a dynamic prediction approach: retrospective study|
W Jiang, S Siddiqui, S Barnes, LA Barouch, F Korley, DA Martinez, ...
JMIR medical informatics 7 (4), 2019
|Needs and challenges for radiation oncology in the era of precision medicine|
H Quon, T McNutt, J Lee, M Bowers, W Jiang, P Lakshminarayanan, ...
International Journal of Radiation Oncology* Biology* Physics 103 (4), 809-817, 2019
|Antimicrobial Resistance and Livestock Trade for Low and Middle Income Countries: Regional Analysis of Global Coordination Policies|
C Avraam, AS Lambrou, W Jiang, S Siddiqui
Frontiers in Sustainable Food Systems 5, 79, 2021
|Machine Learning and Optimization for Healthcare and Energy Systems|
Johns Hopkins University, 2018
|Clockwork: a delay-based global scheduling framework for more consistent landing times in the data warehouse|
JM Martin Valdez-Vivas, Varun Sharma, Nick Stanisha, Shan Li, Luo Mi, Wei ...
KDD 2021, Singapore, 2021