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eess.IV2022★ 15 cited
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images
Nasir Hayat, Krzysztof J. Geras, Farah E. Shamout
Multi-modal fusion approaches aim to integrate information from different data sources. Unlike natural datasets, such as in audio-visual applications, where samples consist of "pai…
eess.IV2021
Towards dynamic multi-modal phenotyping using chest radiographs and physiological data
Nasir Hayat, Krzysztof J. Geras, Farah E. Shamout
The healthcare domain is characterized by heterogeneous data modalities, such as imaging and physiological data. In practice, the variety of medical data assists clinicians in deci…