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1. SHAMSUL SHAMSUL Public

   Repository for the journal article 'SHAMSUL: Systematic Holistic Analysis to investigate Medical Significance Utilizing Local interpretability methods in deep learning for chest radiography patholo…

   Python 1

2. thremaltimodal-covidetector thremaltimodal-covidetector Public

   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 3…

   Python

3. lrp-grad_cam-chexpert lrp-grad_cam-chexpert Public

   Repository for the 'best student paper award' winning paper at the IEEE 35th International Symposium on Computer Based Medical Systems (CBMS 2022), Exploring LRP and Grad-CAM visualization to inter…

   Python 1

4. FedSepsis FedSepsis Public

   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…

   Jupyter Notebook 5 1

5. FedSemiCovidDetector FedSemiCovidDetector Public

   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 Inte…

   Python

6. deep-speech-vis deep-speech-vis Public

   (Master's Thesis) Alam, Mahbub Ul, From Speech to Image: A Novel Approach to Understand the Hidden Layer Mechanisms of Deep Neural Networks in Automatic Speech Recognition, Masterarbeit, Institut f…

   Python