Parikh RB - Search Results

1

Phenotypic evaluation of deep learning models for classifying germline variant pathogenicity.

Chow RD, Nathanson KL, Parikh RB. Chow RD, et al. Among authors: parikh rb. NPJ Precis Oncol. 2024 Oct 19;8(1):235. doi: 10.1038/s41698-024-00710-x. NPJ Precis Oncol. 2024. PMID: 39427061 Free PMC article.

2

Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer.

Manz CR, Chen J, Liu M, Chivers C, Regli SH, Braun J, Draugelis M, Hanson CW, Shulman LN, Schuchter LM, O'Connor N, Bekelman JE, Patel MS, Parikh RB. Manz CR, et al. Among authors: parikh rb. JAMA Oncol. 2020 Nov 1;6(11):1723-1730. doi: 10.1001/jamaoncol.2020.4331. JAMA Oncol. 2020. PMID: 32970131 Free PMC article.

3

Trajectories of mortality risk among patients with cancer and associated end-of-life utilization.

Parikh RB, Liu M, Li E, Li R, Chen J. Parikh RB, et al. NPJ Digit Med. 2021 Jul 1;4(1):104. doi: 10.1038/s41746-021-00477-6. NPJ Digit Med. 2021. PMID: 34211108 Free PMC article.

4

Machine Learning Approaches to Predict 6-Month Mortality Among Patients With Cancer.

Parikh RB, Manz C, Chivers C, Regli SH, Braun J, Draugelis ME, Schuchter LM, Shulman LN, Navathe AS, Patel MS, O'Connor NR. Parikh RB, et al. JAMA Netw Open. 2019 Oct 2;2(10):e1915997. doi: 10.1001/jamanetworkopen.2019.15997. JAMA Netw Open. 2019. PMID: 31651973 Free PMC article.

5

Combining Machine Learning Predictive Algorithms With Behavioral Nudges to Increase Rates of Serious Illness Conversations in Patients With Cancer-Reply.

Manz CR, Parikh RB, Patel MS. Manz CR, et al. Among authors: parikh rb. JAMA Oncol. 2021 May 1;7(5):782. doi: 10.1001/jamaoncol.2020.8499. JAMA Oncol. 2021. PMID: 33704383 No abstract available.

6

Two-Stage Approaches to Accounting for Patient Heterogeneity in Machine Learning Risk Prediction Models in Oncology.

Oh EJ, Parikh RB, Chivers C, Chen J. Oh EJ, et al. Among authors: parikh rb. JCO Clin Cancer Inform. 2021 Sep;5:1015-1023. doi: 10.1200/CCI.21.00077. JCO Clin Cancer Inform. 2021. PMID: 34591602 Free PMC article.

7

Paying for artificial intelligence in medicine.

Parikh RB, Helmchen LA. Parikh RB, et al. NPJ Digit Med. 2022 May 20;5(1):63. doi: 10.1038/s41746-022-00609-6. NPJ Digit Med. 2022. PMID: 35595986 Free PMC article.

8

Long-term Effect of Machine Learning-Triggered Behavioral Nudges on Serious Illness Conversations and End-of-Life Outcomes Among Patients With Cancer: A Randomized Clinical Trial.

Manz CR, Zhang Y, Chen K, Long Q, Small DS, Evans CN, Chivers C, Regli SH, Hanson CW, Bekelman JE, Braun J, Rareshide CAL, O'Connor N, Kumar P, Schuchter LM, Shulman LN, Patel MS, Parikh RB. Manz CR, et al. Among authors: parikh rb. JAMA Oncol. 2023 Mar 1;9(3):414-418. doi: 10.1001/jamaoncol.2022.6303. JAMA Oncol. 2023. PMID: 36633868 Free PMC article. Clinical Trial.

9

"Start low, go slow," a strategy to tailor treatment dosing in older or vulnerable adults with advanced solid cancer: A systematic review and meta-analysis.

Aleixo G, Patel T, Ani J, Ferrell WJ, Dotan E, Takvorian SU, Williams GR, Parikh RB, Sedhom R. Aleixo G, et al. Among authors: parikh rb. J Geriatr Oncol. 2024 Nov 13:102153. doi: 10.1016/j.jgo.2024.102153. Online ahead of print. J Geriatr Oncol. 2024. PMID: 39537457 Review.

10

Evaluating generalizability of oncology trial results to real-world patients using machine learning-based trial emulations.

Orcutt X, Chen K, Mamtani R, Long Q, Parikh RB. Orcutt X, et al. Among authors: parikh rb. Nat Med. 2025 Jan 3. doi: 10.1038/s41591-024-03352-5. Online ahead of print. Nat Med. 2025. PMID: 39753967

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