Rafid Mahmood
Title
Cited by
Cited by
Year
Automated treatment planning in radiation therapy using generative adversarial networks
R Mahmood, A Babier, A McNiven, A Diamant, TCY Chan
Machine Learning for Healthcare Conference, 484-499, 2018
462018
Knowledge‐based automated planning with three‐dimensional generative adversarial networks
A Babier, R Mahmood, AL McNiven, A Diamant, TCY Chan
Medical physics 47 (2), 297-306, 2020
322020
Convolutional codes with maximum column sum rank for network streaming
R Mahmood, A Badr, A Khisti
IEEE Transactions on Information Theory 62 (6), 3039-3052, 2016
282016
An ensemble learning framework for model fitting and evaluation in inverse linear optimization
A Babier, TCY Chan, T Lee, R Mahmood, D Terekhov
Informs Journal on Optimization 3 (2), 119-138, 2021
16*2021
Rank metric convolutional codes with applications in network streaming
R Mahmood
102015
The importance of evaluating the complete automated knowledge-based planning pipeline
A Babier, R Mahmood, AL McNiven, A Diamant, TCY Chan
Physica Medica 72, 73-79, 2020
42020
Streaming codes for multiplicative-matrix channels with burst rank loss
R Mahmood, A Badr, A Khisti
IEEE Transactions on Information Theory 64 (7), 5296-5311, 2017
42017
Learning to optimize with hidden constraints
A Babier, TCY Chan, A Diamant, R Mahmood
arXiv preprint arXiv:1805.09293, 2018
2*2018
OpenKBP: The open-access knowledge-based planning grand challenge
A Babier, B Zhang, R Mahmood, KL Moore, TG Purdie, ALMN Chan, ...
arXiv preprint arXiv:2011.14076, 2020
12020
Predicting Postoperative Cochlear Implant Performance Using Supervised Machine Learning
MG Crowson, P Dixon, R Mahmood, JW Lee, D Shipp, T Le, V Lin, J Chen, ...
Otology & Neurotology 41 (8), e1013-e1023, 2020
12020
Embedded mds codes for multicast streaming
A Badr, R Mahmood, A Khisti
2015 IEEE International Symposium on Information Theory (ISIT), 2276-2280, 2015
12015
Predicting Protein and Fat Content in Human Donor Milk Using Machine Learning
RK Wong, MA Pitino, R Mahmood, IY Zhu, D Stone, DL O'Connor, ...
The Journal of Nutrition, 2021
2021
Sampling from the complement of a polyhedron: An MCMC algorithm for data augmentation
TCY Chan, A Diamant, R Mahmood
Operations Research Letters 48 (6), 744-751, 2020
2020
AutoAudio: Deep Learning for Automatic Audiogram Interpretation
MG Crowson, JW Lee, A Hamour, R Mahmood, A Babier, V Lin, DL Tucci, ...
Journal of Medical Systems 44 (9), 1-7, 2020
2020
Learning to Solve Optimization Problems with Hidden Components: Applications in Automated Treatment Planning
R Mahmood
2020
An Optimization Method for Knowledge-Based Automated Planning That Leverages Ensemble Dose Predictions
A Babier, R Mahmood, A McNiven, TCY Chan
MEDICAL PHYSICS 46 (6), E368-E368, 2019
2019
Comparing Deep Learning Architectures for Knowledge-Based Automated Planning
A Babier, R Mahmood, A Diamant, A McNiven, TCY Chan
MEDICAL PHYSICS 46 (6), E368-E369, 2019
2019
Learning to Optimize with Hidden Constraints
R Mahmood, A Babier, A Diamant, TCY Chan
arXiv preprint arXiv:1805.09293, 2018
2018
Low delay network streaming under burst losses
R Mahmood, A Badr, A Khisti
2016 IEEE International Symposium on Information Theory (ISIT), 2898-2902, 2016
2016
Predicting Postoperative Cochlear Implant Performance Using Supervised Machine Learning
GC Matthew, D Peter, M Rafid, WL Jong, S David, L Trung, L Vincent, ...
Otology & neurotology: official publication of the American Otological …, 0
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