BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

179 related articles for article (PubMed ID: 38026835)

  • 1. Assessing optimal methods for transferring machine learning models to low-volume and imbalanced clinical datasets: experiences from predicting outcomes of Danish trauma patients.
    Millarch AS; Bonde A; Bonde M; Klein KV; Folke F; Rudolph SS; Sillesen M
    Front Digit Health; 2023; 5():1249258. PubMed ID: 38026835
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Ensemble machine learning model trained on a new synthesized dataset generalizes well for stress prediction using wearable devices.
    Vos G; Trinh K; Sarnyai Z; Rahimi Azghadi M
    J Biomed Inform; 2023 Dec; 148():104556. PubMed ID: 38048895
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Recurrent neural network models (CovRNN) for predicting outcomes of patients with COVID-19 on admission to hospital: model development and validation using electronic health record data.
    Rasmy L; Nigo M; Kannadath BS; Xie Z; Mao B; Patel K; Zhou Y; Zhang W; Ross A; Xu H; Zhi D
    Lancet Digit Health; 2022 Jun; 4(6):e415-e425. PubMed ID: 35466079
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Development and Validation of an XGBoost-Algorithm-Powered Survival Model for Predicting In-Hospital Mortality Based on 545,388 Isolated Severe Traumatic Brain Injury Patients from the TQIP Database.
    Cao Y; Forssten MP; Sarani B; Montgomery S; Mohseni S
    J Pers Med; 2023 Sep; 13(9):. PubMed ID: 37763168
    [TBL] [Abstract][Full Text] [Related]  

  • 5. A real use case of semi-supervised learning for mammogram classification in a local clinic of Costa Rica.
    Calderon-Ramirez S; Murillo-Hernandez D; Rojas-Salazar K; Elizondo D; Yang S; Moemeni A; Molina-Cabello M
    Med Biol Eng Comput; 2022 Apr; 60(4):1159-1175. PubMed ID: 35239108
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Dynamic and explainable machine learning prediction of mortality in patients in the intensive care unit: a retrospective study of high-frequency data in electronic patient records.
    Thorsen-Meyer HC; Nielsen AB; Nielsen AP; Kaas-Hansen BS; Toft P; Schierbeck J; Strøm T; Chmura PJ; Heimann M; Dybdahl L; Spangsege L; Hulsen P; Belling K; Brunak S; Perner A
    Lancet Digit Health; 2020 Apr; 2(4):e179-e191. PubMed ID: 33328078
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Combining handcrafted features with latent variables in machine learning for prediction of radiation-induced lung damage.
    Cui S; Luo Y; Tseng HH; Ten Haken RK; El Naqa I
    Med Phys; 2019 May; 46(5):2497-2511. PubMed ID: 30891794
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Joint modeling strategy for using electronic medical records data to build machine learning models: an example of intracerebral hemorrhage.
    Tang J; Wang X; Wan H; Lin C; Shao Z; Chang Y; Wang H; Wu Y; Zhang T; Du Y
    BMC Med Inform Decis Mak; 2022 Oct; 22(1):278. PubMed ID: 36284327
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Hospital mortality prediction in traumatic injuries patients: comparing different SMOTE-based machine learning algorithms.
    Hassanzadeh R; Farhadian M; Rafieemehr H
    BMC Med Res Methodol; 2023 Apr; 23(1):101. PubMed ID: 37087425
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Can Machine-learning Algorithms Predict Early Revision TKA in the Danish Knee Arthroplasty Registry?
    El-Galaly A; Grazal C; Kappel A; Nielsen PT; Jensen SL; Forsberg JA
    Clin Orthop Relat Res; 2020 Sep; 478(9):2088-2101. PubMed ID: 32667760
    [TBL] [Abstract][Full Text] [Related]  

  • 11. A Machine Learning-Based Approach to Predict Prognosis and Length of Hospital Stay in Adults and Children With Traumatic Brain Injury: Retrospective Cohort Study.
    Fang C; Pan Y; Zhao L; Niu Z; Guo Q; Zhao B
    J Med Internet Res; 2022 Dec; 24(12):e41819. PubMed ID: 36485032
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Transferability of artificial neural networks for clinical document classification across hospitals: A case study on abnormality detection from radiology reports.
    Hassanzadeh H; Nguyen A; Karimi S; Chu K
    J Biomed Inform; 2018 Sep; 85():68-79. PubMed ID: 30026067
    [TBL] [Abstract][Full Text] [Related]  

  • 13. TEM virus images: Benchmark dataset and deep learning classification.
    Matuszewski DJ; Sintorn IM
    Comput Methods Programs Biomed; 2021 Sep; 209():106318. PubMed ID: 34375851
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Survival prediction in intensive-care units based on aggregation of long-term disease history and acute physiology: a retrospective study of the Danish National Patient Registry and electronic patient records.
    Nielsen AB; Thorsen-Meyer HC; Belling K; Nielsen AP; Thomas CE; Chmura PJ; Lademann M; Moseley PL; Heimann M; Dybdahl L; Spangsege L; Hulsen P; Perner A; Brunak S
    Lancet Digit Health; 2019 Jun; 1(2):e78-e89. PubMed ID: 33323232
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Machine learning algorithms, bull genetic information, and imbalanced datasets used in abortion incidence prediction models for Iranian Holstein dairy cattle.
    Keshavarzi H; Sadeghi-Sefidmazgi A; Mirzaei A; Ravanifard R
    Prev Vet Med; 2020 Feb; 175():104869. PubMed ID: 31896505
    [TBL] [Abstract][Full Text] [Related]  

  • 16. A comparison of 12 machine learning models developed to predict ploidy, using a morphokinetic meta-dataset of 8147 embryos.
    Bamford T; Easter C; Montgomery S; Smith R; Dhillon-Smith RK; Barrie A; Campbell A; Coomarasamy A
    Hum Reprod; 2023 Apr; 38(4):569-581. PubMed ID: 36825452
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Machine learning combining CT findings and clinical parameters improves prediction of length of stay and ICU admission in torso trauma.
    Staziaki PV; Wu D; Rayan JC; Santo IDO; Nan F; Maybury A; Gangasani N; Benador I; Saligrama V; Scalera J; Anderson SW
    Eur Radiol; 2021 Jul; 31(7):5434-5441. PubMed ID: 33475772
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Prediction of In-hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data-Driven, Machine Learning Approach.
    Taylor RA; Pare JR; Venkatesh AK; Mowafi H; Melnick ER; Fleischman W; Hall MK
    Acad Emerg Med; 2016 Mar; 23(3):269-78. PubMed ID: 26679719
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Predictive Modeling for Frailty Conditions in Elderly People: Machine Learning Approaches.
    Tarekegn A; Ricceri F; Costa G; Ferracin E; Giacobini M
    JMIR Med Inform; 2020 Jun; 8(6):e16678. PubMed ID: 32442149
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Trauma intensive care unit (TICU) at Hamad General Hospital.
    Chughtai T; Parchani A; Strandvik G; Verma V; Arumugam S; El-Menyar A; Rizoli S; Al-Thani H
    Qatar Med J; 2019; 2019(2):5. PubMed ID: 32076594
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 9.