Mukherjee P - Search Results

1

Performance of alternative manual and automated deep learning segmentation techniques for the prediction of benign and malignant lung nodules.

Selby HM, Mukherjee P, Parham C, Malik SB, Gevaert O, Napel S, Shah RP. Selby HM, et al. Among authors: mukherjee p. J Med Imaging (Bellingham). 2023 Jul;10(4):044006. doi: 10.1117/1.JMI.10.4.044006. Epub 2023 Aug 9. J Med Imaging (Bellingham). 2023. PMID: 37564098

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

Precision of MRI radiomics features in the liver and hepatocellular carcinoma.

Carbonell G, Kennedy P, Bane O, Kirmani A, El Homsi M, Stocker D, Said D, Mukherjee P, Gevaert O, Lewis S, Hectors S, Taouli B. Carbonell G, et al. Among authors: mukherjee p. Eur Radiol. 2022 Mar;32(3):2030-2040. doi: 10.1007/s00330-021-08282-1. Epub 2021 Sep 26. Eur Radiol. 2022. PMID: 34564745

8

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.

9

Preparing for the next pandemic via transfer learning from existing diseases with hierarchical multi-modal BERT: a study on COVID-19 outcome prediction.

Agarwal K, Choudhury S, Tipirneni S, Mukherjee P, Ham C, Tamang S, Baker M, Tang S, Kocaman V, Gevaert O, Rallo R, Reddy CK. Agarwal K, et al. Among authors: mukherjee p. Sci Rep. 2022 Jun 24;12(1):10748. doi: 10.1038/s41598-022-13072-w. Sci Rep. 2022. PMID: 35750878 Free PMC article.

10

Disparities in dermatology AI performance on a diverse, curated clinical image set.

Daneshjou R, Vodrahalli K, Novoa RA, Jenkins M, Liang W, Rotemberg V, Ko J, Swetter SM, Bailey EE, Gevaert O, Mukherjee P, Phung M, Yekrang K, Fong B, Sahasrabudhe R, Allerup JAC, Okata-Karigane U, Zou J, Chiou AS. Daneshjou R, et al. Among authors: mukherjee p. Sci Adv. 2022 Aug 12;8(32):eabq6147. doi: 10.1126/sciadv.abq6147. Epub 2022 Aug 12. Sci Adv. 2022. PMID: 35960806 Free PMC article.

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