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anondo1969 / FedSepsis

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Repository for the journal article, 'FedSepsis: A Federated Multi-Modal Deep Learning-Based Internet of Medical Things Application for Early Detection of Sepsis from Electronic Health Records Using Raspberry Pi and Jetson Nano Devices', Mahbub Ul Alam, Rahim Rahmani. Sensors 23, no. 2: 970, https://doi.org/10.3390/s23020970.

nlp raspberry-pi machine-learning natural-language-processing deep-learning gan electronic-health-records health-informatics sepsis federated-learning internet-of-medical-things multi-modality jetson-nano iomt clinicalbert early-sepsis-detection clinical-decision-support-system smart-healthcare
  • Updated Feb 5, 2023
  • Jupyter Notebook

anondo1969 / FedSemiCovidDetector

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Repository for the journal article, 'Federated Semi-Supervised Multi-Task Learning to Detect COVID-19 and Lungs Segmentation Marking Using Chest Radiography Images and Raspberry Pi Devices: An Internet of Medical Things Application', Mahbub Ul Alam, Rahim Rahmani. Sensors 21, no. 15: 5025, https://doi.org/10.3390/s21155025.

raspberry-pi machine-learning deep-learning electronic-health-records health-informatics federated-learning internet-of-medical-things multi-modality iomt covid-19-detection clinical-decision-support-system smart-healthcare lungs-segmentation-detection
  • Updated Jan 17, 2024
  • Python

anondo1969 / thremaltimodal-covidetector

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Repository for the conference paper 'COVID-19 detection from thermal image and tabular medical data utilizing multi-modal machine learning', Mahbub Ul Alam, Jaakko Hollmén and Rahim Rahmani. IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), 2023, pp. 646-653.

machine-learning deep-learning internet-of-medical-things multi-modality covid-19-detection thermal-image tabular-medical-data
  • Updated Jul 18, 2023
  • Python

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