Browsing by Author "Haque, Fahmida"
Now showing items 1-8 of 8
-
A Machine Learning-Based Severity Prediction Tool for the Michigan Neuropathy Screening Instrument
Haque, Fahmida; Reaz, Mamun B. I.; Chowdhury, Muhammad E. H.; Shapiai, Mohd I.; Malik, Rayaz A.; Alhatou, Mohammed; Kobashi, Syoji; Ara, Iffat; Ali, Sawal H. M.; Bakar, Ahmad A. A.; Bhuiyan, Mohammad A.... more authors ... less authors ( MDPI , 2023 , Article)Diabetic sensorimotor polyneuropathy (DSPN) is a serious long-term complication of diabetes, which may lead to foot ulceration and amputation. Among the screening tools for DSPN, the Michigan neuropathy screening instrument ... -
A nomogram-based diabetic sensorimotor polyneuropathy severity prediction using Michigan neuropathy screening instrumentations
Haque, Fahmida; Ibne Reaz, Mamun Bin; Chowdhury, Muhammad E.H.; Md Ali, Sawal Hamid; Ashrif A Bakar, Ahmad; Rahman, Tawsifur; Kobashi, Syoji; Dhawale, Chitra A.; Sobhan Bhuiyan, Mohammad Arif... more authors ... less authors ( Elsevier , 2021 , Article)Background: Diabetic Sensorimotor polyneuropathy (DSPN) is one of the major indelible complications in diabetic patients. Michigan neuropathy screening instrumentation (MNSI) is one of the most common screening techniques ... -
Design, construction and testing of iot based automated indoor vertical hydroponics farming test-bed in qatar
Chowdhury, Muhammad E.H.; Khandakar, Amith; Ahmed, Saba; Al-Khuzaei, Fatima; Hamdalla, Jalaa; Haque, Fahmida; Reaz, Mamun Bin Ibne; Shafei, Ahmed Al; Al-Emadi, Nasser... more authors ... less authors ( MDPI , 2020 , Article)Growing plants in the gulf region can be challenging as it is mostly desert, and the climate is dry. A few species of plants have the capability to grow in such a climate. However, those plants are not suitable as a food ... -
Diabetic Sensorimotor Polyneuropathy Severity Classification Using Adaptive Neuro Fuzzy Inference System
Haque, Fahmida; Reaz, Mamun B. I.; Chowdhury, Muhammad E. H.; Hashim, Fazida H.; Arsad, Norhana; Ali, Sawal H. M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Diabetic sensorimotor polyneuropathy (DSPN) is an early indicator for non-healing diabetic wounds and diabetic foot ulcers, which account for one of the most common complications of diabetes, leading to increased healthcare ... -
Machine Learning-Based Diabetic Neuropathy and Previous Foot Ulceration Patients Detection Using Electromyography and Ground Reaction Forces during Gait
Haque, Fahmida; Reaz, Mamun B.; Chowdhury, Muhammad E.; Ezeddin, Maymouna; Kiranyaz, Serkan; Alhatou, Mohammed; Ali, Sawal H.; Bakar, Ahmad A.; Srivastava, Geetika... more authors ... less authors ( MDPI , 2022 , Article)Diabetic neuropathy (DN) is one of the prevalent forms of neuropathy that involves alterations in biomechanical changes in the human gait. Diabetic foot ulceration (DFU) is one of the pervasive types of complications that ... -
Performance analysis of conventional machine learning algorithms for diabetic sensorimotor polyneuropathy severity classification
Haque, Fahmida; Bin Ibne Reaz, Mamun; Chowdhury, Muhammad E.; Srivastava, Geetika; Hamid Md Ali, Sawal; Bakar, Ahmad Ashrif A.; Bhuiyan, Mohammad A.... more authors ... less authors ( MDPI , 2021 , Article)Background: Diabetic peripheral neuropathy (DSPN), a major form of diabetic neuropathy, is a complication that arises in long-term diabetic patients. Even though the application of machine learning (ML) in disease diagnosis ... -
Performance Analysis of Conventional Machine Learning Algorithms for Diabetic Sensorimotor Polyneuropathy Severity Classification Using Nerve Conduction Studies
Haque, Fahmida; Reaz, Mamun B. I.; Chowdhury, Muhammad E. H.; Kiranyaz, Serkan; Ali, Sawal H. M.; Alhatou, Mohammed; Habib, Rumana; Bakar, Ahmad A. A.; Arsad, Norhana; Srivastava, Geetika... more authors ... less authors ( Hindawi Limited , 2022 , Article)Background. Diabetic sensorimotor polyneuropathy (DSPN) is a major form of complication that arises in long-term diabetic patients. Even though the application of machine learning (ML) in disease diagnosis is very common ... -
Performance analysis of noninvasive electrophysiological methods for the assessment of diabetic sensorimotor polyneuropathy in clinical research: a systematic review and meta-analysis with trial sequential analysis
Haque, Fahmida; Reaz, Mamun Bin Ibne; Ali, Sawal Hamid Md; Arsad, Norhana; Chowdhury, Muhammad Enamul Hoque ( Nature Research , 2020 , Article)Despite the availability of various clinical trials that used different diagnostic methods to identify diabetic sensorimotor polyneuropathy (DSPN), no reliable studies that prove the associations among diagnostic parameters ...