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Luke Kumar
Luke Kumar
Data Scientist at Microsoft
Verified email at ualberta.ca - Homepage
Title
Cited by
Cited by
Year
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open …
J Guinney, T Wang, TD Laajala, KK Winner, JC Bare, EC Neto, SA Khan, ...
The Lancet Oncology 18 (1), 132-142, 2017
1612017
Gene expression based survival prediction for cancer patients—A topic modeling approach
L Kumar, R Greiner
PloS one 14 (11), e0224446, 2019
192019
A DREAM challenge to build prediction models for short-term discontinuation of docetaxel in metastatic castration-resistant prostate cancer
F Seyednasrollah, DC Koestler, T Wang, SR Piccolo, R Vega, R Greiner, ...
JCO clinical cancer informatics 1, 1-15, 2017
172017
A system-call based model of software energy consumption without hardware instrumentation
SA Chowdhury, LN Kumar, MT Imam, MSM Jabbar, V Sapra, K Aggarwal, ...
2015 Sixth International Green and Sustainable Computing Conference (IGSC), 1-6, 2015
162015
Safe opioid prescribing: a prognostic machine learning approach to predicting 30-day risk after an opioid dispensation in Alberta, Canada
V Sharma, V Kulkarni, DT Eurich, L Kumar, S Samanani
BMJ open 11 (5), e043964, 2021
82021
Deepdup: duplicate question detection in community question answering
MS Mohomed Jabbar, L Kumar, H Waqar Samuel, MY Kim, S Prabharkar, ...
Proceedings of the 2021 5th International Conference on Deep Learning …, 2021
32021
On generality and knowledge transferability in cross-domain duplicate question detection for heterogeneous community question answering
MSM Jabbar, L Kumar, H Samuel, MY Kim, S Prabhakar, R Goebel, ...
arXiv preprint arXiv:1811.06596, 2018
32018
Learning Individual Survival Models from PanCancer Whole Transcriptome Data
N Kumar, D Skubleny, M Parkes, R Verma, S Davis, L Kumar, A Aissiou, ...
Clinical Cancer Research 29 (19), 3924-3936, 2023
22023
Predictive Representation Learning for Language Modeling
Q Lan, L Kumar, M White, A Fyshe
arXiv preprint arXiv:2105.14214, 2021
2021
On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering
M Shazan Mohomed Jabbar, L Kumar, H Samuel, MY Kim, S Prabhakar, ...
arXiv e-prints, arXiv: 1811.06596, 2018
2018
Survival Prediction using Gene Expression Data-A Topic Modeling Approach
LN Kumar
2017
A community-based collaboration to build prediction models for short-term discontinuation of docetaxel in metastatic castration-resistant prostate cancer
F Seyednasrollah, DC Koestler, T Wang, SR Piccolo, R Vega, R Greiner, ...
bioRxiv, 087809, 2016
2016
Survival prediction using microarray data - A topic modeling approach
LK Russell Greiner
International Conference on Machine Learning (ICML) 2016 - Workshop on …, 2016
2016
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Articles 1–13