تصفح حسب المؤلف "Chowdhury, Muhammad E. H."
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Estimating blood pressure from the photoplethysmogram signal and demographic features using machine learning techniques
Chowdhury, Moajjem H.; Shuzan, Md N.; Chowdhury, Muhammad E.H.; Mahbub, Zaid B.; Uddin, M. M.; Khandakar, Amith; Reaz, Mamun B.... more authors ... less authors ( MDPI AG , 2020 , Article)Hypertension is a potentially unsafe health ailment, which can be indicated directly from the blood pressure (BP). Hypertension always leads to other health complications. Continuous monitoring of BP is very important; ... -
Estimating the Dissolution of Anticancer Drugs in Supercritical Carbon Dioxide with a Stacked Machine Learning Model
Najmi, Maryam; Ayari, Mohamed A.; Sadeghsalehi, Hamidreza; Vaferi, Behzad; Khandakar, Amith; Chowdhury, Muhammad E. H.; Rahman, Tawsifur; Jawhar, Zanko H.... more authors ... less authors ( MDPI , 2022 , Article)Synthesizing micro-/nano-sized pharmaceutical compounds with an appropriate size distribution is a method often followed to enhance drug delivery and reduce side effects. Supercritical CO2 (carbon dioxide) is a well-known ... -
Estimating the Relative Crystallinity of Biodegradable Polylactic Acid and Polyglycolide Polymer Composites by Machine Learning Methodologies
Wang, Jing; Ayari, Mohamed A.; Khandakar, Amith; Chowdhury, Muhammad E. H.; Uz Zaman, Sm A.; Rahman, Tawsifur; Vaferi, Behzad... more authors ... less authors ( MDPI , 2022 , Article)Biodegradable polymers have recently found significant applications in pharmaceutics processing and drug release/delivery. Composites based on poly (L-lactic acid) (PLLA) have been suggested to enhance the crystallization ... -
Explainable deep learning model for automatic mulberry leaf disease classification
Nahiduzzaman, Md; Chowdhury, Muhammad E.H.; Salam, Abdus; Nahid, Emama; Ahmed, Faruque; Al-Emadi, Nasser; Ayari, Mohamed Arselene; Khandakar, Amith; Haider, Julfikar... more authors ... less authors ( Frontiers Media SA , 2023 , Article)Mulberry leaves feed Bombyx mori silkworms to generate silk thread. Diseases that affect mulberry leaves have reduced crop and silk yields in sericulture, which produces 90% of the world’s raw silk. Manual leaf disease ... -
Fetal ECG extraction from maternal ECG using deeply supervised LinkNet++ model
Arafat, Rahman; Mahmud, Sakib; Chowdhury, Muhammad E.H.; Yalcin, Huseyin Cagatay; Khandakar, Amith; Mutlu, Onur; Mahbub, Zaid Bin; Kamal, Reema Yousef; Pedersen, Shona... more authors ... less authors ( Elsevier , 2023 , Article)Fetal heart monitoring and early disease detection using non-invasive fetal electrocardiograms (fECG) can help substantially to reduce infant death through improved diagnosis of Coronary Heart Disease (CHD) in the fetus. ... -
Fiber Bragg Gratings based smart insole to measure plantar pressure and temperature
Mahmud, Sakib; Khandakar, Amith; Chowdhury, Muhammad E.H.; AbdulMoniem, Mohammed; Bin Ibne Reaz, Mamun; Bin Mahbub, Zaid; Sadasivuni, Kishor Kumar; Murugappan, M.; Alhatou, Mohammed... more authors ... less authors ( Elsevier , 2023 , Article)Various foot complications can be easily avoided by continuously monitoring plantar (foot sole) pressure and temperature at home. Systems which can simultaneously measure plantar pressure and temperature in real time are ... -
Fiber Bragg Gratings based smart insole to measure plantar pressure and temperature
Sakib, Mahmud; Khandakar, Amith; Chowdhury, Muhammad E.H.; AbdulMoniem, Mohammed; Bin Ibne Reaz, Mamun; Bin Mahbub, Zaid; Sadasivuni, Kishor Kumar; Murugappan, M.; Alhatou, Mohammed... more authors ... less authors ( Elsevier , 2022 , Article)Various foot complications can be easily avoided by continuously monitoring plantar (foot sole) pressure and temperature at home. Systems which can simultaneously measure plantar pressure and temperature in real time are ... -
Finite Element Analysis of the Mechanism of Traumatic Aortic Rupture (TAR)
Nan, JiFeng; Rezaei, Mohammadreza; Mazhar, Rashid; Jaber, Fadi; Musharavati, Farayi; Zalnezhad, Erfan; Chowdhury, Muhammad E. H.... more authors ... less authors ( Hindawi Limited , 2020 , Article)As many as 80% of patients with TAR die on the spot while out of those reaching a hospital, 30% would die within 24 hours. Thus, it is essential to better understand and prevent this injury. The exact mechanics of TAR are ... -
HipXNet: Deep Learning Approaches to Detect Aseptic Loos-Ening of Hip Implants Using X-Ray Images
Rahman, Tawsifur; Khandakar, Amith; Islam, Khandaker Reajul; Soliman, Md Mohiuddin; Islam, Mohammad Tariqul; Elsayed, Ahmed; Qiblawey, Yazan; Mahmud, Sakib; Rahman, Ashiqur; Musharavati, Farayi; Zalnezhad, Erfan; Chowdhury, Muhammad E. H.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Radiographic images are commonly used to detect aseptic loosening of the hip implant in patients with total hip replacement (THR) surgeries. These techniques of manual assessment by medical professionals can suffer from ... -
Inductively tuned modified split ring resonator based quad band epsilon negative (ENG) with near zero index (NZI) metamaterial for multiband antenna performance enhancement
Moniruzzaman, Md; Islam, Mohammad Tariqul; Misran, Norbahiah; Samsuzzaman, Md; Alam, Touhidul; Chowdhury, Muhammad E. H.... more authors ... less authors ( Nature Research , 2021 , Article)An inductively tuned modified split-ring resonator-based metamaterial (MTM) is presented in this article that provides multiple resonances covering S, C, X, and Ku-bands. The MTM is designed on an FR-4 substrate with a ... -
Instrumented Hip Implant: A Review
Qiblawey, Yazan; Chowdhury, Muhammad E. H.; Musharavati, Farayi; Zalnezhad, Erfan; Khandakar, Amith; Islam, Mohammad Tariqul... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article Review)About 20% of people older than forty years old face more bone degenerative diseases. The older population is increasing quite rapidly than before which increases the need for knee or hip implants tremendously. One of the ... -
Investigating the effect of materials and structures for negative pressure ventilators suitable for pandemic situation
Abughanam, Nada; Gaben, Shahd Sameer Mohammed; Chowdhury, Muhammad E. H.; Khandakar, Amith ( Springer Nature , 2021 , Article)The onset of the corona virus disease 2019 (COVID-19) pandemic caused shortages in mechanical ventilators (MVs) essential for the intensive care unit (ICU) in the hospitals. The increasing crisis prompted the investigation ... -
IRv2-Net: A Deep Learning Framework for Enhanced Polyp Segmentation Performance Integrating InceptionResNetV2 and UNet Architecture with Test Time Augmentation Techniques
Ahamed, Md Faysal; Syfullah, Md Khalid; Sarkar, Ovi; Islam, Md Tohidul; Nahiduzzaman, Md; Islam, Md Rabiul; Khandakar, Amith; Ayari, Mohamed Arselene; Chowdhury, Muhammad E.H.... more authors ... less authors ( Multidisciplinary Digital Publishing Institute (MDPI) , 2023 , Article)Colorectal polyps in the colon or rectum are precancerous growths that can lead to a more severe disease called colorectal cancer. Accurate segmentation of polyps using medical imaging data is essential for effective ... -
Latest Developments in Adapting Deep Learning for Assessing TAVR Procedures and Outcomes
Tahir, Anas M.; Mutlu, Onur; Bensaali, Faycal; Ward, Rabab; Ghareeb, Abdel Naser; Helmy, Sherif M. H. A.; Othman, Khaled T.; Al-Hashemi, Mohammed A.; Abujalala, Salem; Chowdhury, Muhammad E. H.; Alnabti, A.Rahman D. M. H.; Yalcin, Huseyin C.... more authors ... less authors ( Multidisciplinary Digital Publishing Institute (MDPI) , 2023 , Article)Aortic valve defects are among the most prevalent clinical conditions. A severely damaged or non-functioning aortic valve is commonly replaced with a bioprosthetic heart valve (BHV) via the transcatheter aortic valve ... -
Lightweight End-to-End Deep Learning Solution for Estimating the Respiration Rate from Photoplethysmogram Signal
Chowdhury, Moajjem H.; Shuzan, Md N.; Chowdhury, Muhammad E. H.; Reaz, Mamun B.; Mahmud, Sakib; Al Emadi, Nasser; Ayari, Mohamed A.; Ali, Sawal H.; Bakar, Ahmad Ashrif A.; Rahman, Syed M.; Khandakar, Amith... more authors ... less authors ( MDPI , 2022 , Article)Respiratory ailments are a very serious health issue and can be life-threatening, especially for patients with COVID. Respiration rate (RR) is a very important vital health indicator for patients. Any abnormality in this ... -
Machine learning-based classification of healthy and impaired gaits using 3D-GRF signals
Nazmul Islam Shuzan, Md; Chowdhury, Muhammad E.H.; Bin Ibne Reaz, Mamun; Khandakar, Amith; Fuad Abir, Farhan; Ahasan Atick Faisal, Md.; Hamid Md Ali, Sawal; Bakar, Ahmad Ashrif A.; Hossain Chowdhury, Moajjem; Mahbub, Zaid B.; Monir Uddin, M.; Alhatou, Mohammed... more authors ... less authors ( Elsevier , 2023 , Article)Gait analysis is helpful for rehabilitation, clinical diagnoses, and sporting activities. Among the gathered signals, ground reaction forces (GRF) may be used for assisting doctors in recognizing and categorizing gait ... -
Machine Learning-Based Respiration Rate and Blood Oxygen Saturation Estimation Using Photoplethysmogram Signals
Shuzan, Md N.; Chowdhury, Moajjem H.; Chowdhury, Muhammad E. H.; Murugappan, Murugappan; Hoque Bhuiyan, Enamul; Arslane Ayari, Mohamed; Khandakar, Amith... more authors ... less authors ( MDPI , 2023 , Article)The continuous monitoring of respiratory rate (RR) and oxygen saturation (SpO2) is crucial for patients with cardiac, pulmonary, and surgical conditions. RR and SpO2 are used to assess the effectiveness of lung medications ... -
Micromechanical properties of hydroxyapatite nanocomposites reinforced with CNTs and ZrO2
Musharavati, Farayi; Jaber, Fadi; Nasor, Mohamed; Sarraf, Masoud; Nezhad, Erfan Zal; Uzun, Kaan; Ma, Ye; Bae, Sungchul; Singh, Ramesh; Chowdhury, Muhammad E.H.... more authors ... less authors ( Elsevier , 2023 , Article)This study examined the mechanical properties, wettability, and tribology of hydroxyapatite (HA)–zirconia (ZrO2)–carbon nanotube (CNTs) ceramic nanocomposites (with various CNT ratios (x): 1, 5, and 10 wt%). HA–ZrO2–CNT-x ... -
Microwave brain imaging system to detect brain tumor using metamaterial loaded stacked antenna array
Hossain, Amran; Islam, Mohammad Tariqul; Beng, Gan Kok; Kashem, Saad Bin Abul; Soliman, Mohamed S.; Misran, Norbahiah; Chowdhury, Muhammad E. H.... more authors ... less authors ( Nature Research , 2022 , Article)In this paper, proposes a microwave brain imaging system to detect brain tumors using a metamaterial (MTM) loaded three-dimensional (3D) stacked wideband antenna array. The antenna is comprised of metamaterial-loaded with ... -
Microwave breast imaging using compressed sensing approach of iteratively corrected delay multiply and sum beamforming
Islam, Mohammad T.; Islam, Md T.; Samsuzzaman, Md; Kibria, Salehin; Chowdhury, Muhammad E. H. ( MDPI , 2021 , Article)Microwave imaging (MI) is a consistent health monitoring technique that can play a vital role in diagnosing anomalies in the breast. The reliability of biomedical imaging diagnosis is substantially dependent on the imaging ...