Romeo L - Search Results

1

Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients.

Montomoli J, Romeo L, Moccia S, Bernardini M, Migliorelli L, Berardini D, Donati A, Carsetti A, Bocci MG, Wendel Garcia PD, Fumeaux T, Guerci P, Schüpbach RA, Ince C, Frontoni E, Hilty MP; RISC-19-ICU Investigators. Montomoli J, et al. Among authors: romeo l. J Intensive Med. 2021 Oct 22;1(2):110-116. doi: 10.1016/j.jointm.2021.09.002. eCollection 2021 Oct. J Intensive Med. 2021. PMID: 36785563 Free PMC article.

2

Person Re-Identification with RGB-D Camera in Top-View Configuration through Multiple Nearest Neighbor Classifiers and Neighborhood Component Features Selection.

Paolanti M, Romeo L, Liciotti D, Cenci A, Frontoni E, Zingaretti P. Paolanti M, et al. Among authors: romeo l. Sensors (Basel). 2018 Oct 15;18(10):3471. doi: 10.3390/s18103471. Sensors (Basel). 2018. PMID: 30326647 Free PMC article.

3

Discovering the Type 2 Diabetes in Electronic Health Records Using the Sparse Balanced Support Vector Machine.

Bernardini M, Romeo L, Misericordia P, Frontoni E. Bernardini M, et al. Among authors: romeo l. IEEE J Biomed Health Inform. 2020 Jan;24(1):235-246. doi: 10.1109/JBHI.2019.2899218. Epub 2019 Feb 13. IEEE J Biomed Health Inform. 2020. PMID: 30762572

4

TyG-er: An ensemble Regression Forest approach for identification of clinical factors related to insulin resistance condition using Electronic Health Records.

Bernardini M, Morettini M, Romeo L, Frontoni E, Burattini L. Bernardini M, et al. Among authors: romeo l. Comput Biol Med. 2019 Sep;112:103358. doi: 10.1016/j.compbiomed.2019.103358. Epub 2019 Jul 17. Comput Biol Med. 2019. PMID: 31336327

5

Early temporal prediction of Type 2 Diabetes Risk Condition from a General Practitioner Electronic Health Record: A Multiple Instance Boosting Approach.

Bernardini M, Morettini M, Romeo L, Frontoni E, Burattini L. Bernardini M, et al. Among authors: romeo l. Artif Intell Med. 2020 May;105:101847. doi: 10.1016/j.artmed.2020.101847. Epub 2020 May 6. Artif Intell Med. 2020. PMID: 32505428

6

Faster R-CNN approach for detection and quantification of DNA damage in comet assay images.

Rosati R, Romeo L, Silvestri S, Marcheggiani F, Tiano L, Frontoni E. Rosati R, et al. Among authors: romeo l. Comput Biol Med. 2020 Aug;123:103912. doi: 10.1016/j.compbiomed.2020.103912. Epub 2020 Jul 9. Comput Biol Med. 2020. PMID: 32658777

7

A Decision Support System for Diabetes Chronic Care Models Based on General Practitioner Engagement and EHR Data Sharing.

Frontoni E, Romeo L, Bernardini M, Moccia S, Migliorelli L, Paolanti M, Ferri A, Misericordia P, Mancini A, Zingaretti P. Frontoni E, et al. Among authors: romeo l. IEEE J Transl Eng Health Med. 2020 Oct 14;8:3000112. doi: 10.1109/JTEHM.2020.3031107. eCollection 2020. IEEE J Transl Eng Health Med. 2020. PMID: 33150095 Free PMC article.

8

Functional evaluation of triceps surae during heel rise test: from EMG frequency analysis to machine learning approach.

Ferracuti F, Fioretti S, Frontoni E, Iarlori S, Mengarelli A, Riccio M, Romeo L, Verdini F. Ferracuti F, et al. Among authors: romeo l. Med Biol Eng Comput. 2021 Jan;59(1):41-56. doi: 10.1007/s11517-020-02286-7. Epub 2020 Nov 16. Med Biol Eng Comput. 2021. PMID: 33191440

9

A Semi-Supervised Multi-Task Learning Approach for Predicting Short-Term Kidney Disease Evolution.

Bernardini M, Romeo L, Frontoni E, Amini MR. Bernardini M, et al. Among authors: romeo l. IEEE J Biomed Health Inform. 2021 Oct;25(10):3983-3994. doi: 10.1109/JBHI.2021.3074206. Epub 2021 Oct 5. IEEE J Biomed Health Inform. 2021. PMID: 33877990

10

A Unified Hierarchical XGBoost model for classifying priorities for COVID-19 vaccination campaign.

Romeo L, Frontoni E. Romeo L, et al. Pattern Recognit. 2022 Jan;121:108197. doi: 10.1016/j.patcog.2021.108197. Epub 2021 Jul 22. Pattern Recognit. 2022. PMID: 34312570 Free PMC article.

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