Mukherjee P - Search Results

1

Machine intelligence for radiation science: summary of the Radiation Research Society 67th annual meeting symposium.

Wilson LJ, Kiffer FC, Berrios DC, Bryce-Atkinson A, Costes SV, Gevaert O, Matarèse BFE, Miller J, Mukherjee P, Peach K, Schofield PN, Slater LT, Langen B. Wilson LJ, et al. Among authors: mukherjee p. Int J Radiat Biol. 2023;99(8):1291-1300. doi: 10.1080/09553002.2023.2173823. Epub 2023 Feb 6. Int J Radiat Biol. 2023. PMID: 36735963 Free article.

2

Predicting the tumor response to chemoradiotherapy for rectal cancer: Model development and external validation using MRI radiomics.

Bulens P, Couwenberg A, Intven M, Debucquoy A, Vandecaveye V, Van Cutsem E, D'Hoore A, Wolthuis A, Mukherjee P, Gevaert O, Haustermans K. Bulens P, et al. Among authors: mukherjee p. Radiother Oncol. 2020 Jan;142:246-252. doi: 10.1016/j.radonc.2019.07.033. Epub 2019 Aug 17. Radiother Oncol. 2020. PMID: 31431368 Free PMC article.

3

CT-based Radiomic Signatures for Predicting Histopathologic Features in Head and Neck Squamous Cell Carcinoma.

Mukherjee P, Cintra M, Huang C, Zhou M, Zhu S, Colevas AD, Fischbein N, Gevaert O. Mukherjee P, et al. Radiol Imaging Cancer. 2020 May 15;2(3):e190039. doi: 10.1148/rycan.2020190039. Radiol Imaging Cancer. 2020. PMID: 32550599 Free PMC article.

4

A Shallow Convolutional Neural Network Predicts Prognosis of Lung Cancer Patients in Multi-Institutional CT-Image Data.

Mukherjee P, Zhou M, Lee E, Schicht A, Balagurunathan Y, Napel S, Gillies R, Wong S, Thieme A, Leung A, Gevaert O. Mukherjee P, et al. Nat Mach Intell. 2020 May;2(5):274-282. doi: 10.1038/s42256-020-0173-6. Epub 2020 May 18. Nat Mach Intell. 2020. PMID: 33791593 Free PMC article.

5

Machine Learning Radiomics Model for Early Identification of Small-Cell Lung Cancer on Computed Tomography Scans.

Shah RP, Selby HM, Mukherjee P, Verma S, Xie P, Xu Q, Das M, Malik S, Gevaert O, Napel S. Shah RP, et al. Among authors: mukherjee p. JCO Clin Cancer Inform. 2021 Jun;5:746-757. doi: 10.1200/CCI.21.00021. JCO Clin Cancer Inform. 2021. PMID: 34264747 Free PMC article.

6

Structuring clinical text with AI: Old versus new natural language processing techniques evaluated on eight common cardiovascular diseases.

Zhan X, Humbert-Droz M, Mukherjee P, Gevaert O. Zhan X, et al. Among authors: mukherjee p. Patterns (N Y). 2021 Jun 17;2(7):100289. doi: 10.1016/j.patter.2021.100289. eCollection 2021 Jul 9. Patterns (N Y). 2021. PMID: 34286303 Free PMC article.

7

Strategies to Address the Lack of Labeled Data for Supervised Machine Learning Training With Electronic Health Records: Case Study for the Extraction of Symptoms From Clinical Notes.

Humbert-Droz M, Mukherjee P, Gevaert O. Humbert-Droz M, et al. Among authors: mukherjee p. JMIR Med Inform. 2022 Mar 14;10(3):e32903. doi: 10.2196/32903. JMIR Med Inform. 2022. PMID: 35285805 Free PMC article.

8

ImaGene: a web-based software platform for tumor radiogenomic evaluation and reporting.

Sukhadia SS, Tyagi A, Venkataraman V, Mukherjee P, Prasad P, Gevaert O, Nagaraj SH. Sukhadia SS, et al. Among authors: mukherjee p. Bioinform Adv. 2022 Nov 10;2(1):vbac079. doi: 10.1093/bioadv/vbac079. eCollection 2022. Bioinform Adv. 2022. PMID: 36699376 Free PMC article.

9

Topological data analysis of thoracic radiographic images shows improved radiomics-based lung tumor histology prediction.

Vandaele R, Mukherjee P, Selby HM, Shah RP, Gevaert O. Vandaele R, et al. Among authors: mukherjee p. Patterns (N Y). 2022 Dec 12;4(1):100657. doi: 10.1016/j.patter.2022.100657. eCollection 2023 Jan 13. Patterns (N Y). 2022. PMID: 36699734 Free PMC article.

10

Identifying key multifunctional components shared by critical cancer and normal liver pathways via SparseGMM.

Bakr S, Brennan K, Mukherjee P, Argemi J, Hernaez M, Gevaert O. Bakr S, et al. Among authors: mukherjee p. Cell Rep Methods. 2023 Jan 16;3(1):100392. doi: 10.1016/j.crmeth.2022.100392. eCollection 2023 Jan 23. Cell Rep Methods. 2023. PMID: 36814838 Free PMC article.

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