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Arjun Sondhi
Arjun Sondhi
Flatiron Health
Verified email at flatiron.com - Homepage
Title
Cited by
Cited by
Year
The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random Networks.
A Sondhi, A Shojaie
Journal of Machine Learning Research 20, 164:1-164:31, 2019
202019
Permutation weighting
D Arbour, D Dimmery, A Sondhi
International Conference on Machine Learning, 331-341, 2021
192021
Balanced off-policy evaluation in general action spaces
A Sondhi, D Arbour, D Dimmery
International Conference on Artificial Intelligence and Statistics, 2413-2423, 2020
182020
Selective prediction-set models with coverage rate guarantees
J Feng, A Sondhi, J Perry, N Simon
Biometrics 79 (2), 811-825, 2023
152023
Fast permutation tests and related methods, for association between rare variants and binary outcomes
A Sondhi, KM Rice
Annals of human genetics 82 (2), 93-101, 2018
112018
Replication of real-world evidence in oncology using electronic health record data extracted by machine learning
CM Benedum, A Sondhi, E Fidyk, AB Cohen, S Nemeth, B Adamson, ...
Cancers 15 (6), 1853, 2023
52023
Estimating survival parameters under conditionally independent left truncation
A Sondhi
Pharmaceutical Statistics 21 (5), 895-906, 2022
52022
Analysis of real-world (RW) data for metastatic breast cancer (mBC) patients (pts) with somatic BRCA1/2 (sBRCA) or other homologous recombination (HR …
F Batalini, R Madison, DC Pavlick, E Sokol, T Snow, A Sondhi, ...
Journal of Clinical Oncology 39 (15_suppl), 10512-10512, 2021
32021
Bayesian additional evidence for decision making under small sample uncertainty
A Sondhi, B Segal, J Snider, O Humblet, M McCusker
BMC Medical Research Methodology 21, 1-8, 2021
22021
Quantifying bias from dependent left truncation in survival analyses of real world data
A Sondhi, O Humblet, A Swaminathan
medRxiv, 2021.08. 02.21261492, 2021
22021
Statistical miscellany: causality, networks, and bandits
A Sondhi
22019
Broadening Eligibility Criteria and Diversity among Patients for Cancer Clinical Trials
M Kaur, F Frahm, Y Lu, MS Ascha, JS Guadamuz, E Dotan, AS Gottesman, ...
NEJM Evidence 3 (4), EVIDoa2300236, 2024
12024
A systematic approach towards missing lab data in electronic health records: A case study in non‐small cell lung cancer and multiple myeloma
A Sondhi, J Weberpals, P Yerram, C Jiang, M Taylor, M Samant, ...
CPT: Pharmacometrics & Systems Pharmacology 12 (9), 1201-1212, 2023
12023
Postprediction inference for clinical characteristics extracted with machine learning on electronic health records
A Sondhi, AS Rich, S Wang, JT Leek
JCO Clinical Cancer Informatics 7, e2200174, 2023
12023
RWD112 Can ML-extracted variables reproduce real world comparative effectiveness results from expert-abstracted data? A case study in metastatic non-small cell lung cancer …
A Sondhi, C Benedum, AB Cohen, S Nemeth, S Bozkurt
Value in Health 25 (12), S470, 2022
12022
P57 Machine learning-accelerated outcomes research: a real-world case study of biomarker-associated overall survival in oncology
C Benedum, B Adamson, AB Cohen, M Estevez, A Sondhi, E Fidyk, ...
Value in Health 25 (12), S13-S14, 2022
12022
Ai1 quantifying bias in ML-extracted variables for inference in clinical oncology
J Lee, M Estevez, BD Segal, A Sondhi, AB Cohen, ST Cherng
Value in Health 24, S1, 2021
12021
PCN198 Statistical methods for pantumor analysis: models to account for tumor-level heterogeneity
A Swaminathan, J Snider, A Sondhi, M Samant, O Humblet
Value in Health 24, S56, 2021
12021
Doubly regularized generalized linear models for spatial observations with high-dimensional covariates
A Sondhi, S Cheng, A Shojaie
arXiv preprint arXiv:2401.15793, 2024
2024
HTA13 Broadening the Scope: Analysis of Oncology Reimbursement Decisions Following the Cancer Drugs List Introduction in Singapore
D Tzaras, A Sondhi
Value in Health 26 (12), S322, 2023
2023
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