Use cases

  • Detecting prediabetes and diabetes from ECG (BMJ 2022)
  • Deep learning to predict need for mechanical ventilation for Covid-19 patients in the ICU (BMJ 2021)
  • Genetic association of anthropometric traits with type 2 diabetes in ethnically endogamous Sindhi families (PLOS ONE 2021)
  • Susceptibility Loci for Type 2 Diabetes in the Ethnically Endogamous Indian Sindhi Population: A Pooled Blood Genome-Wide Association Study (MDPI 2021)
  • Lung cancer detection with CAT SCAN imagery
  • Chest X-ray analysis for pneumonia detection
  • Diabetic retinopathy
  • Detection of cell nuclei
  • ECG and heart disease prediction such as arrythmia
  • Cardiac LV and RV segmentation
  • Tumor detection and tracking tumor development
  • Cervical cancer screening
  • Blood flow quantification
  • Tissue characterization in ultrasound
  • Early Sepsis prediction from MIMIC-III clinical data