• A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images 

      Khandakar, Amith; Chowdhury, Muhammad E. H.; Reaz, Mamun B.; Ali, Sawal H.; Kiranyaz, Serkan; ... more authors ( MDPI , 2022 , Article)
      Diabetes mellitus (DM) is one of the most prevalent diseases in the world, and is correlated to a high index of mortality. One of its major complications is diabetic foot, leading to plantar ulcers, amputation, and death. ...
    • DSPNet: A Self-ONN Model for Robust DSPN Diagnosis From Temperature Maps 

      Khandakar, Amith; Chowdhury, Muhammad E. H.; Reaz, Mamun Bin Ibne; Kiranyaz, Serkan; Hasan, Anwarul; ... more authors ( Institute of Electrical and Electronics Engineers Inc. , 2023 , Article)
      Diabetic sensorimotor polyneuropathy (DSPN) leads to pain, diabetic foot ulceration (DFU), amputation, and death. The diagnosis of advanced DSPN to identify those at risk is key to preventing DFU and amputation. Alterations ...