BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

660 related articles for article (PubMed ID: 33104011)

  • 1. Federated Learning on Clinical Benchmark Data: Performance Assessment.
    Lee GH; Shin SY
    J Med Internet Res; 2020 Oct; 22(10):e20891. PubMed ID: 33104011
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Development of an unsupervised machine learning algorithm for the prognostication of walking ability in spinal cord injury patients.
    DeVries Z; Hoda M; Rivers CS; Maher A; Wai E; Moravek D; Stratton A; Kingwell S; Fallah N; Paquet J; Phan P;
    Spine J; 2020 Feb; 20(2):213-224. PubMed ID: 31525468
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Genetic CFL: Hyperparameter Optimization in Clustered Federated Learning.
    Agrawal S; Sarkar S; Alazab M; Maddikunta PKR; Gadekallu TR; Pham QV
    Comput Intell Neurosci; 2021; 2021():7156420. PubMed ID: 34840562
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Establishment of noninvasive diabetes risk prediction model based on tongue features and machine learning techniques.
    Li J; Chen Q; Hu X; Yuan P; Cui L; Tu L; Cui J; Huang J; Jiang T; Ma X; Yao X; Zhou C; Lu H; Xu J
    Int J Med Inform; 2021 May; 149():104429. PubMed ID: 33647600
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Boosted federated learning based on improved Particle Swarm Optimization for healthcare IoT devices.
    Houssein EH; Sayed A
    Comput Biol Med; 2023 Sep; 163():107195. PubMed ID: 37393788
    [TBL] [Abstract][Full Text] [Related]  

  • 6. A Scalable Federated Learning Approach for Collaborative Smart Healthcare Systems With Intermittent Clients Using Medical Imaging.
    Ullah F; Srivastava G; Xiao H; Ullah S; Lin JC; Zhao Y
    IEEE J Biomed Health Inform; 2024 Jun; 28(6):3293-3304. PubMed ID: 37279135
    [TBL] [Abstract][Full Text] [Related]  

  • 7. A scalable federated learning solution for secondary care using low-cost microcomputing: privacy-preserving development and evaluation of a COVID-19 screening test in UK hospitals.
    Soltan AAS; Thakur A; Yang J; Chauhan A; D'Cruz LG; Dickson P; Soltan MA; Thickett DR; Eyre DW; Zhu T; Clifton DA
    Lancet Digit Health; 2024 Feb; 6(2):e93-e104. PubMed ID: 38278619
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare.
    Wang T; Zhang K; Cai J; Gong Y; Choo KR; Guo Y
    J Healthc Inform Res; 2024 Jun; 8(2):181-205. PubMed ID: 38681759
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Implementing Vertical Federated Learning Using Autoencoders: Practical Application, Generalizability, and Utility Study.
    Cha D; Sung M; Park YR
    JMIR Med Inform; 2021 Jun; 9(6):e26598. PubMed ID: 34106083
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Federated Learning for Microvasculature Segmentation and Diabetic Retinopathy Classification of OCT Data.
    Lo J; Yu TT; Ma D; Zang P; Owen JP; Zhang Q; Wang RK; Beg MF; Lee AY; Jia Y; Sarunic MV
    Ophthalmol Sci; 2021 Dec; 1(4):100069. PubMed ID: 36246944
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Precision Health-Enabled Machine Learning to Identify Need for Wraparound Social Services Using Patient- and Population-Level Data Sets: Algorithm Development and Validation.
    Kasthurirathne SN; Grannis S; Halverson PK; Morea J; Menachemi N; Vest JR
    JMIR Med Inform; 2020 Jul; 8(7):e16129. PubMed ID: 32479414
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Wrist-Based Electrodermal Activity Monitoring for Stress Detection Using Federated Learning.
    Almadhor A; Sampedro GA; Abisado M; Abbas S; Kim YJ; Khan MA; Baili J; Cha JH
    Sensors (Basel); 2023 Apr; 23(8):. PubMed ID: 37112323
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment.
    Lee H; Chai YJ; Joo H; Lee K; Hwang JY; Kim SM; Kim K; Nam IC; Choi JY; Yu HW; Lee MC; Masuoka H; Miyauchi A; Lee KE; Kim S; Kong HJ
    JMIR Med Inform; 2021 May; 9(5):e25869. PubMed ID: 33858817
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Using a national surgical database to predict complications following posterior lumbar surgery and comparing the area under the curve and F1-score for the assessment of prognostic capability.
    DeVries Z; Locke E; Hoda M; Moravek D; Phan K; Stratton A; Kingwell S; Wai EK; Phan P
    Spine J; 2021 Jul; 21(7):1135-1142. PubMed ID: 33601012
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Active Client Selection for Clustered Federated Learning.
    Huang H; Shi W; Feng Y; Niu C; Cheng G; Huang J; Liu Z
    IEEE Trans Neural Netw Learn Syst; 2023 Jul; PP():. PubMed ID: 37506017
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach.
    Desautels T; Calvert J; Hoffman J; Jay M; Kerem Y; Shieh L; Shimabukuro D; Chettipally U; Feldman MD; Barton C; Wales DJ; Das R
    JMIR Med Inform; 2016 Sep; 4(3):e28. PubMed ID: 27694098
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Federated Learning for Decentralized Artificial Intelligence in Melanoma Diagnostics.
    Haggenmüller S; Schmitt M; Krieghoff-Henning E; Hekler A; Maron RC; Wies C; Utikal JS; Meier F; Hobelsberger S; Gellrich FF; Sergon M; Hauschild A; French LE; Heinzerling L; Schlager JG; Ghoreschi K; Schlaak M; Hilke FJ; Poch G; Korsing S; Berking C; Heppt MV; Erdmann M; Haferkamp S; Drexler K; Schadendorf D; Sondermann W; Goebeler M; Schilling B; Kather JN; Fröhling S; Brinker TJ
    JAMA Dermatol; 2024 Mar; 160(3):303-311. PubMed ID: 38324293
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Federated transfer learning for auxiliary classifier generative adversarial networks: framework and industrial application.
    Guo W; Wang Y; Chen X; Jiang P
    J Intell Manuf; 2023 May; ():1-16. PubMed ID: 37361337
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Neural gradient boosting in federated learning for hemodynamic instability prediction: towards a distributed and scalable deep learning-based solution.
    Manni F; Bukharev A; Jain A; Moorthy S; Rahman A; Bucur A
    AMIA Annu Symp Proc; 2022; 2022():729-738. PubMed ID: 37128389
    [TBL] [Abstract][Full Text] [Related]  

  • 20. DACFL: Dynamic Average Consensus-Based Federated Learning in Decentralized Sensors Network.
    Chen Z; Li D; Zhu J; Zhang S
    Sensors (Basel); 2022 Apr; 22(9):. PubMed ID: 35591008
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 33.