Bermejo I - Search Results

1

A Bayesian Network Approach to Lung Cancer Screening: Assessing the Impact of Data Quantity, Quality, and the Combination of Data from Danish Electronic Health Records.

Daalen FV, Henriksen MHB, Hansen TF, Jensen LH, Brasen CL, Hilberg O, Andersen MAK, Humerfelt E, Wee L, Bermejo I. Daalen FV, et al. Among authors: bermejo i. Cancers (Basel). 2024 Nov 28;16(23):3989. doi: 10.3390/cancers16233989. Cancers (Basel). 2024. PMID: 39682176 Free PMC article.

2

Using 3D deep features from CT scans for cancer prognosis based on a video classification model: A multi-dataset feasibility study.

Chen J, Wee L, Dekker A, Bermejo I. Chen J, et al. Among authors: bermejo i. Med Phys. 2023 Jul;50(7):4220-4233. doi: 10.1002/mp.16430. Epub 2023 Apr 27. Med Phys. 2023. PMID: 37102270

3

Deep learning based unpaired image-to-image translation applications for medical physics: a systematic review.

Chen J, Chen S, Wee L, Dekker A, Bermejo I. Chen J, et al. Among authors: bermejo i. Phys Med Biol. 2023 Feb 23;68(5). doi: 10.1088/1361-6560/acba74. Phys Med Biol. 2023. PMID: 36753766 Review.

4

Image based prognosis in head and neck cancer using convolutional neural networks: a case study in reproducibility and optimization.

Mateus P, Volmer L, Wee L, Aerts HJWL, Hoebers F, Dekker A, Bermejo I. Mateus P, et al. Among authors: bermejo i. Sci Rep. 2023 Oct 24;13(1):18176. doi: 10.1038/s41598-023-45486-5. Sci Rep. 2023. PMID: 37875663 Free PMC article.

5

Prediction of Radiotherapy Compliance in Elderly Cancer Patients Using an Internally Validated Decision Tree.

Osong B, Bermejo I, Lee KC, Lee SH, Dekker A, van Soest J. Osong B, et al. Among authors: bermejo i. Cancers (Basel). 2022 Dec 12;14(24):6116. doi: 10.3390/cancers14246116. Cancers (Basel). 2022. PMID: 36551602 Free PMC article.

6

Clinical Concept-Based Radiology Reports Classification Pipeline for Lung Carcinoma.

Mithun S, Jha AK, Sherkhane UB, Jaiswar V, Purandare NC, Dekker A, Puts S, Bermejo I, Rangarajan V, Zegers CML, Wee L. Mithun S, et al. Among authors: bermejo i. J Digit Imaging. 2023 Jun;36(3):812-826. doi: 10.1007/s10278-023-00787-z. Epub 2023 Feb 14. J Digit Imaging. 2023. PMID: 36788196 Free PMC article.

7

Identifying Confounders Using Bayesian Networks and Estimating Treatment Effect in Prostate Cancer With Observational Data.

Sieswerda M, Xie S, van Rossum R, Bermejo I, Geleijnse G, Aben K, van Erning F, Lemmens V, Dekker A, Verbeek X. Sieswerda M, et al. Among authors: bermejo i. JCO Clin Cancer Inform. 2023 Jan;7:e2200080. doi: 10.1200/CCI.22.00080. JCO Clin Cancer Inform. 2023. PMID: 36595730

8

Automatic quality assurance of radiotherapy treatment plans using Bayesian networks: A multi-institutional study.

Kalendralis P, Luk SMH, Canters R, Eyssen D, Vaniqui A, Wolfs C, Murrer L, van Elmpt W, Kalet AM, Dekker A, van Soest J, Fijten R, Zegers CML, Bermejo I. Kalendralis P, et al. Among authors: bermejo i. Front Oncol. 2023 Feb 28;13:1099994. doi: 10.3389/fonc.2023.1099994. eCollection 2023. Front Oncol. 2023. PMID: 36925935 Free PMC article.

9

Estimating Treatment Effect of Adjuvant Chemotherapy in Elderly Patients With Stage III Colon Cancer Using Bayesian Networks.

Sieswerda M, van Rossum R, Bermejo I, Geleijnse G, Aben K, van Erning F, de Hingh I, Lemmens V, Dekker A, Verbeek X. Sieswerda M, et al. Among authors: bermejo i. JCO Clin Cancer Inform. 2023 Sep;7:e2300080. doi: 10.1200/CCI.23.00080. JCO Clin Cancer Inform. 2023. PMID: 37748112 Free PMC article.

10

A comparison of machine learning models for predicting urinary incontinence in men with localized prostate cancer.

Hasannejadasl H, Osong B, Bermejo I, van der Poel H, Vanneste B, van Roermund J, Aben K, Zhang Z, Kiemeney L, Van Oort I, Verwey R, Hochstenbach L, Bloemen E, Dekker A, Fijten RRR. Hasannejadasl H, et al. Among authors: bermejo i. Front Oncol. 2023 Apr 12;13:1168219. doi: 10.3389/fonc.2023.1168219. eCollection 2023. Front Oncol. 2023. PMID: 37124522 Free PMC article.

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