Dr. Muhammad Abdul Kadir
(Professor & Chairman)Department of Biomedical Physics & Technology
Research Profile
Personal Website & CV
Short Biography:
My research focuses on biomedical instrumentation and biomedical applications of electrical bioimpedance. I am also interested in biomedical signal & image analysis and machine learning techniques for physiological monitoring and disease diagnosis.
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| Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
|---|---|---|---|---|
| Ph.D. | Biomedical Physics & Technology | University of Dhaka, BD - University of Warwick, UK | Bangladesh | 2018 |
| Masters | Physics | University of Dhaka | Bangladesh | 2004 |
| Bachelor | Physics | University of Dhaka | Bangladesh | 2003 |
| Title | Organization | Location | From Date | To Date |
|---|---|---|---|---|
| Professor | University of Dhaka | Department of Biomedical Physics and Technology | 30, Aug 2023 | Currently Working |
| Associate Professor | University of Dhaka | Dhaka, Bangladesh | 26, Dec 2018 | 29-08-2023 |
| Assistant Professor | University of Dhaka | Dhaka, Bangladesh | 08, Jun 2014 | 25-12-2018 |
| Lecturer | University of Dhaka | Dhaka, Bangladesh | 01, Jul 2010 | 07-06-2014 |
| Lecturer | Ahsanullah University of Science and Technology | Dhaka, Bangladesh | 07, Oct 2008 | 30-06-2010 |
Research Interest
| Subject | Description | Research Interest (Goal, Target Indicator) |
|---|---|---|
| Electrical Bioimpedance | Instrumentation for multi-frequency impedance measurement systems, 3D Sensitivity analysis of bioimpedance measurement techniques, FEM modeling and simulation of bioimpedance measurements, Impedance Spectroscopy, Focused Impedance Method and its application in medicine: specifically tumour characterization, monitoring anatomical structures and physiological events. |
|
| Biomedical Signal and Image Analysis | Biomedical signal and image analysis for disease diagnosis, Machine Learning, Sign language interpretation. |
Project/Research Supervision
| Level of Study | Title | Supervisor | Co-Supervisor(s) | Name of Student(s) | Area of Research | Current Completion |
|---|---|---|---|---|---|---|
| Ph.D. | Measurement of photo-neutron dose from medical linear accelerator in radiotherapy and associated risk of secondary cancer | Dr. Muhammad Abdul Kadir | Dr. Shakilur Rahman | Shirin Akter | Medical Physics |
Current Year |
| Ph.D. | Effectiveness of Low Cost Portable Ultrasound Scanner for Telemedicine | Muhammad Abdul Kadir | K S Rabbani, Fatima Begum | Afroza Naznin | Telemedicine | Current Year |
| Ph.D. | Breast Tumor Characterization using Electrical Impedance Techniques | Muhammad Abdul Kadir | K S Rabbani | Rashida Haque | Medical application of electrical bioimpedance technique | Current Year |
| Masters | Effect of Pulse Electromagnetic Field on Hemodynamic Changes Measured by Functional Near-Infrared Spectroscopy | Dr. Muhammad Abdul Kadir | Hridoy Chandra Barman | Low field magnetic stimulation |
2024 | |
| Masters | Lung Cancer Diagnosis from CT Images Using Automated ROI Cropping, Ensemble Classification, and Segmentation Architectures | Dr. Muhammad Abdul Kadir | Dr. Nahid Hossain | Md. Abu Sayed | Machine Learning, Medical Imaging |
2024 |
| Masters | Utilizing Deep Learning for Multi-Label Classification of Bimanual Clench Force fNIRS Data | Dr. Muhammad Abdul Kadir | Naosher Mustakim | Machine Learning, Biorobotics |
2024 | |
| Masters | Enabling Effective Medical Conversations through Deep Learning Based Robust and Lightweight Sign Language Recognition Models | Muhammad Abdul Kadir | Md Amimul Ihsan | Artificial Intelligence, Machine Learning, Deep Learning |
2023 | |
| Masters | Enhancement of Sensitivity in Electrical Bioimpedance Measurements Using Contrast Agent | Muhammad Abdul Kadir | Chitra Roy | Bioimpedance, Tissue Characterization |
2023 | |
| Masters | Investigation of the Electrocardiac Changes During Healthy Aging | Muhammad Abdul Kadir | Md. Shafirul Islam | 2022 | ||
| Masters | Effects of Temperature on Electrical Impedance of Biological Tissues | Muhammad Abdul Kadir | Safia Aktar Dipa | Bioelectrical Impedance, Tissue characterization |
2022 | |
| Masters | EEG and keystroke based multimodal biometric system using machine learning and deep learning | Muhammad Abdul Kadir | Dr. Enamul Huq Chowdhury | Arafat Rahman | Signal Analysis, Machine Learning |
2021 |
| Masters | Driver’s Drowsiness Detection by Heart Rate Variability (HRV) and Computer Vision: A Machine Learning and CNN Based Deep Learning Approach | Muhammad Abdul Kadir | Dr. Enamul Huq Chowdhury Dr. Zaid Bin Mahbub | Tawsifur Rahman | Signal Analysis, Machine Learning |
2019 |
| Masters | Bangla Sign Language Interpretation Using Convolutional Neural Network | Muhammad Abdul Kadir | Kanchon Kanti Podder | Image Processing, Machine Learning |
2019 | |
| Masters | Switching Algorithm and Data Acquisition for Pigeon Hole Imaging System | Muhammad Abdul Kadir | Bikash Kumar Bhawmik | Electrical Bioimpedance | 2017 | |
| Masters | Minimally Invasive Irreversible Electroporation in Cancer Treatment Avoiding Thermal Ablation of Healthy Tissues: Simulation Study | Muhammad Abdul Kadir | Md. Sharjis Ibne Wadud | Electroporation | 2017 | |
| Masters | A novel electrode configuration for characterization of cervical tissue using impedance spectroscopy | Muhammad Abdul Kadir | K S Rabbani | Umme Marium Mim | Electrical Bioimpedance | 2016 |
| Masters | Factors affecting the repeatability of in-vivo bioimpedance measurements | Muhammad Abdul Kadir | Manish Debnath | Electrical Bioimpedance | 2016 | |
| Masters | Characterization of Lipoma Using Bioimpedance Measurement Technique: Preliminary Study | Muhammad Abdul Kadir | K S Rabbani | Subrata Saha | Electrical BIoimpedance |
2016 |
| Masters | Electric Wheelchair Control By Eye Movements: An Image Processing Approach | Muhammad Abdul Kadir | Prokash Saha | Biomedical Instrumentation | 2015 | |
| Masters | Thyroid Uptake of 99mTc And Its Agreement With 131I For Evaluation of Thyroid Function | Muhammad Abdul Kadir | Md. Ohiduzzaman | Nuclear Medicine | 2015 | |
| Masters | Image Reconstruction Algorithm for Pigeon Hole Imaging (PHI) | Muhammad Abdul Kadir | Rushdi Zahid Rusho | Electrical BIoimpedance | 2015 | |
| Masters | Characterization of breast tumor using dual separation FIM: a simulation study | Muhammad Abdul Kadir | K S Rabbani | Kriste Huda | Electrical Bioimpedance | 2014 |
| Masters | Video based respiration monitoring for telemedicine | Muhammad Abdul Kadir | Redwan Ahmed | Image processing | 2014 | |
| Masters | Development of an Electrical Impedance based spirometer | Muhammad Abdul Kadir | K S Rabbani | Md. Anas Ali | Clinical application of electrical bioimpedance | 2014 |
| Masters | Pulmonary study using electrocardiogram | Muhammad Abdul Kadir | K S Rabbani | Md. Towhidur Rahman | Signal Processing | 2013 |
| Masters | Optimum electrode configuration to study the human kidneys using electrical impedance techniques: a simulation study | Muhammad Abdul Kadir | Md. Shariful Islam | Electrical Bioimpedance | 2013 | |
| Masters | Development of an electrical impedance system for measuring respiration and heart rate | Muhammad Abdul Kadir | K S Rabbani | Rezwan-us Salehin | Medical application of electrical bioimpedance | 2012 |
| Masters | Investigation of X-ray Image Quality in Telemedicine | Muhammad Abdul Kadir | K S Rabbani | Ms. Susmita Afroj | Medical Imaging | 2012 |
Project/Research Work
| Subject | Project Name | Source of Fund | From Date | To Date | Collaboration |
|---|---|---|---|---|---|
| Biomedical Physics and Technology | Pulsed Electromagnetic Field Induced Changes in Electrical Properties of Biological Tissues | University Grants Commission (UGC), Bangladesh | 01-10-2023 | 30-09-2024 | |
| Biomedical Physics and Technology | Monitoring Lung Fluid using Electrical Bioimpedance Methods: Finite Element Modeling and Phantom Studies | Ministry of Science of Technology, Government of the People's Republic of Bangladesh | 01-10-2023 | 30-09-2024 | |
| Biomedical Physics and Technology | Study of the effect of temperature on electrical impedance of biological tissues | Ministry of Science of Technology, Government of the People's Republic of Bangladesh | 01-07-2021 | 29-12-2022 | |
| Biomedical Physics and Technology | Video based non-contact monitoring of respiratory functionalities | Centennial Research Grant, University of Dhaka | 01-07-2021 | 29-12-2022 | |
| Biomedical Physics and Technology | Non-invasive monitoring of blood glucose | Bose Centre for Advanced Study and Research in Natural Sciences | 16-03-2015 | 15-03-2016 |
Invited Talk
| SL | Invited Talk |
|---|---|
| 1 | Muhammad Abdul Kadir, Physics and Engineering in Medicine: Spotlight on Electrical Bioimpedance, Workshop on Biophysics: Exploring Biophysics: From Physical Principle to Technological Advancement, Organized by: Department of Physics, BUET, 28 June 2024 |
| 2 | Muhammad Abdul Kadir, Solar water pasteurization system: design optimization for enhanced heathing, International Conference on Physics for Sustainable Energy (ICPSE-2023), 22-23 September 2023, Lalitpur, Nepal |
| SL | Collaboration & Membership Name | Type | Membership Year | Expire Year |
|---|---|---|---|---|
| 1 | Member, IEEE Engineering in Medicine and Biology Society (EMBS) | 2024 | ||
| 2 | Bangladesh Association for the Advancement of Science (BAAS) | Life Member | 2020 | Life Time |
| 3 | Bangladesh Medical Physics Association | Life Member | 2011 | Life Time |
| 4 | Bangladesh Physical Society | Life Member | 2012 | Life Time |
| Journal Article | |
|---|---|
| 1 |
Safia Aktar Dipa, Muralee Monohara Pramanik, Mamun Rabbani and Muhammad Abdul Kadir : Effects of temperature on electrical impedance of biological tissues: ex-vivo measurements,
Journal of Electrical Bioimpedance , vol.15 , no.1 Sciendo , pp.116-124 , 2024
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| 2 |
Afroza Naznin, Muhammad Abdul Kadir, Fatima Begum and Khondkar Siddique-e Rabbani : Comparative Performance of Low-Cost Portable Scanner in Pregnancy Profile Ultrasonography: A Promising Adjunct to Telemedicine,
Global Clinical Engineering Journal , vol.6 , no.3 International Medical Sciences Group , pp.26--36 , 2024
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| 3 |
Md Amimul Ihsan, Abrar Faiaz Eram, Lutfun Nahar and Muhammad Abdul Kadir : MediSign: An Attention-Based CNN-BiLSTM Approach of Classifying Word Level Signs for Patient-Doctor Interaction in Hearing Impaired Community,
IEEE Access (impact factor:3.9) , vol.12 IEEE , pp.33803 - 33815 , 2024
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| 4 |
Kanchon Kanti Podder, Maymouna Ezeddin, Muhammad EH Chowdhury, Md Shaheenur Islam Sumon, Anas M Tahir, Mohamed Arselene Ayari, Proma Dutta, Kh, Amith akar, Zaid Bin Mahbub and Muhammad Abdul Kadir : Signer-Independent Arabic Sign Language Recognition System Using Deep Learning Model,
Sensors (impact factor:3.9) , vol.23 , no.16 MDPI , pp.7156 , 2023
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| 5 |
Md Mozzammel Haque, Muhammad Abdul Kadir and Richard Bayford : Thermodynamics of mechanopeptide sidechains,
AIP Advances (impact factor:1.6) , vol.13 , no.8 AIP Publishing , 2023
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| 6 |
Sadeque Reza Khan, Xiaohan Wang, Tiantao Jiang, Wei Ju, Norbert Radacsi, Muhammad Abdul Kadir, Khondkar Siddique-e Rabbani, Steve Cunningham and Srinjoy Mitra : Multi-Modal Portable Respiratory Rate Monitoring Device for Childhood Pneumonia Detection,
Micromachines (impact factor:3.523) , vol.14 , no.4 MDPI , pp.708 , 2023
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| 7 |
Mahjabin Mobarak, Muhammad Abdul Kadir and K Siddique-e Rabbani : Probing deep lung regions using a new 6-electrode tetrapolar impedance method,
Journal of Electrical Bioimpedance , vol.13 , no.1 , pp.116--124 , 2022
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| 8 |
Kanchon Kanti Podder, Muhammad E. H. Chowdhury, Zaid Bin Mahbub and Muhammad Abdul Kadir : Bangla Sign Language Alphabet Recognition Using Transfer Learning Based Convolutional Neural Network,
Bangladesh Journal of Scientific Research , vol.31 , no.1 Bangladesh Association for the Advancement of Science , pp.20-26 , 2020
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| 9 |
Tawsifur Rahman, Muhammad E. H. Chowdhury, Amith Khandakar, Khandaker R. Islam, Khandaker F. Islam, Zaid B. Mahbub, Muhammad A. Kadir and Saad Kashem : Transfer learning with deep convolutional neural network (cnn) for pneumonia detection using chest x-ray,
Applied Sciences (impact factor:2.217) , vol.10 , no.9 , pp.3233 , 2020
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| 10 |
Muhammad Abdul Kadir : Role of telemedicine in healthcare during COVID-19 pandemic in developing countries,
Telehealth and Medicine Today , vol.5 , no.2 , pp.1-5 , 2020
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| 11 |
Muhammad E. H. Chowdhury, Tawsifur Rahman, Amith Khandakar, Rashid Mazhar, Muhammad Abdul Kadir, Zaid Bin Mahbub, Khandakar R. Islam, Muhammad Salman Khan, Atif Iqbal, Nasser Al-Emadi, Mamun Bin Ibne Reaz and M. T. Islam : Can AI help in screening Viral and COVID-19 pneumonia?,
IEEE Access (impact factor:4.098) , vol.8 , pp.132665 - 132676 , 2020
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| 12 |
Tawsifur Rahman, Amith Khandakar, Muhammad Abdul Kadir, Khandaker R. Islam, Khandaker F. Islam, Rashid Mazhar, Tahir Hamid, Mohammad T. Islam, Saad Kashem, Zaid B. Mahbub, Mohamed Arselene Ayari and Muhammad E. H. Chowdhury : Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization,
IEEE Access (impact factor:3.745) , vol.8 , pp.191586-191601 , 2020
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| 13 |
M Ohiduzzaman, R Khatun, S Reza and M Abdul Kadir : Thyroid Uptake of Tc-99m and Its Agreement with I-131 for Evaluation of Hyperthyroid Function,
Univers J Public Health , vol.7 , no.5 , pp.201-206 , 2019
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| 14 |
Shamor Kanti Roy, Mohammad Abu Sayem Karal, Muhammad Abdul Kadir and Khondkar Siddique-e Rabbani : A new six-electrode electrical impedance technique for probing deep organs in the human body,
European Biophysics Journal (impact factor:2.527) , vol.48 , no.8 , pp.711-719 , 2019
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| 15 |
Rashida Haque, Muhammad Abdul Kadir and K Siddique-e Rabbani : Probing for stomach using the Focused Impedance Method (FIM),
J Electr Bioimp , vol.10 , no.1 , pp.73-82 , 2019
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| 16 |
M Abdul Kadir and K Siddique-e Rabbani : Use of a conical conducting layer with an electrical impedance probe to enhance sensitivity in epithelial tissues,
J Electr Bioimp , vol.9 , no.1 , pp.176-183 , 2018
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| 17 |
Md. Anas Ali, M Abdul Kadir and K Siddique-e Rabbani : Development of an electrical impedance based spirometer,
Bangladesh Journal of Medical Physics , vol.9 , no.1 , pp.17-27 , 2016
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| 18 |
M Abdul Kadir, Tanvir Noor Baig and K Siddique-e Rabbani : Focused Impedance Method (FIM) to detect localized lung ventilation disorders in combination with conventional spirometry,
Biomedical Engineering: Applications, Basis and Communications , vol.27 , no.3 , pp.1550029 , 2015
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| 19 |
S. P. Ahmed,, M Abdul Kadir, Golam Dastegir Al Quaderi, Rubina Rahman and K Siddique e Rabbani : Improved Understanding of the Sensitivity of Linear Tetrapolar Impedance Measurement (TPIM) and 8-Electrode Focused Impedance Method (FIM) in a Volume Conductor,
Bangladesh Journal of Medical Physics , vol.8 , no.1 , pp.22-31 , 2015
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| 20 |
Abdullah Al Amin, Shahnaj Parvin, M Abdul Kadir, Tasmia Tahmid, S Alam and K S Rabbani : Classification of breast tumour using electrical impedance and machine learning techniques,
Physiological Measurement (impact factor:2.246) , vol.35 , no.6 , pp.965 , 2014
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| 21 |
S. P. Ahmed, M Abdul Kadir, Rubina Rahman, Golam Dastegir Al-Quaderi and K Siddique-e Rabbani : Determination of organ volume using Focused Impedance Method (FIM): a simulation approach,
Bangladesh Journal of Medical Physics , vol.7 , no.1 , pp.24-33 , 2014
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| 22 |
K Siddique-e Rabbani and M Abdul Kadir : Possible applications of Focused Impedance Method (FIM) in biomedical and other areas of study,
Bangladesh Journal of Medical Physics , vol.4 , no.1 , pp.67-74 , 2011
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| 23 |
M Abdul Kadir, Humyra Ferdous, Tanvir Noor Baig and K Siddique-e Rabbani : Ventilation mapping of chest using Focused Impedance Method (FIM),
Journal of Physics: Conference Series , vol.224 , no.1 , pp.012031 , 2010
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| 24 |
Arafat Rahman, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, Kh Shahriya Zaman, Mamun Bin Ibne Reaz, Mohammad Tariqul Islam, Maymouna Ezeddin and Muhammad Abdul Kadir : Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms,
IEEE Access (impact factor:3.745) , vol.9 , pp.94625 - 94643 , 2021
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| 25 |
Ferdous Karim Lucy, Khadiza Tun Suha, Sumaiya Tabassum Dipty, Md Sharjis Ibne Wadud and Muhammad Abdul Kadir : Video based non-contact monitoring of respiratory rate and chest indrawing in children with pneumonia,
Physiological Measurement (impact factor:2.833) , vol.42 , no.10 IOP , pp.105017 , 2021
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| 26 |
Muhammad Abdul Kadir, Adrian J Wilson and K Siddique-e Rabbani : A multi-frequency focused impedance measurement system based on analogue synchronous peak detection,
Frontiers in Electronics: Bioelectronics , vol.2 , pp.791016 , 2021
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| 27 |
Kanchon Kanti Podder, Muhammad E. H. Chowdhury, Anas M. Tahir, Zaid Bin Mahbub, Amith Khandakar, Md Shafayet Hossain and Muhammad Abdul Kadir : Bangla Sign Language (BdSL) Alphabets and Numerals Classification Using a Deep Learning Model,
Sensors (impact factor:3.576) , vol.22 , no.2 , pp.574 (1-18) , 2022
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| 28 |
Arafat Rahman, Muhammad E.H. Chowdhury, Amith Khadakar, Anas M. Tahir, Nabil Ibtehaz, Md Shafayet Hossain, Serkan Kiranyaz, Junaid Malik, Haya Monawwar and Muhammad Abdul Kadir : Robust biometric system using session invariant multimodal EEG and keystroke dynamics by the ensemble of self-ONNs,
Computers in Biology and Medicine (impact factor:4.589) , vol.142 , no.March 2022 , pp.105238 , 2022
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| Conference Proceedings | |
| 1 |
Chitra Roy;, Md. Sohag Ali, Md. Tushar Abdullah, Md. Ibrahim Al Imran and Muhammad Abdul Kadir "Enhancement of Sensitivity in Electrical Bioimpedance Measurements Using Contrast Agents."
2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT)
Dhaka, Bangladesh: IEEE, 2024
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| 2 |
R. Z. Rusho and M Abdul Kadir "Subcutaneous Vein Detection Using Pigeon Hole Imaging: Simulation Study."
The 5th IEEE Region 10 (Asia Pacific) Humanitarian Technology Conference (R10HTC)
Dhaka: IEEE Publishing, 2017
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| 3 |
Rushdi Zahid Rusho and M Abdul Kadir "Reconstruction Algorithm for Pigeon Hole Imaging (PHI)."
The 3rd International Conference on Electrical Information and Communication Technology (EICT)
Khulna, Bangladesh: IEEE, 2017
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| 4 |
M. T. Rahman, M Abdul Kadir, A.H.M. Zadidul Karim and Md. Abdullah Al Mahmud "Respiration monitoring by using ECG."
The 20th International Conference on Computer and Information Technology (ICCIT 2017)
Dhaka, Bangladesh: IEEE, 2017
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| 5 |
M Abdul Kadir, S P Ahmed, G D Al Quaderi, R Rahman and K S Rabbani "Application of the Focused Impedance Method (FIM) to determine the volume of an object within a volume conductor."
COMSOL Conference, Bangalore
Bangalore , India: COMSOL, 2013
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| 6 |
M Abdul Kadir, K Siddique-e Rabbani and Adrian J Wilson "Development of a multi-frequency system for medical applications of focused electrical impedance method (FIM) appropriate for developing countries."
The 7th International Conference on Appropriate Healthcare Technologies for Developing Countries - AHT2012
, pp. 608CP:1-6. London, UK: IET, UK, 2012
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| 7 |
M Abdul Kadir, Tanvir Noor Baig and K Siddique-e Rabbani "Application of 6-electrode Focused Impedance Method (FIM) to study lungs ventilation."
10th International Conference on Electrical Impedance Tomography
Manchester, UK: 2009
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| 8 |
Bikash Kumar Bhawmick, Muhammad Abdul Kadir and Khondkar Siddique-e Rabbani "Switching Algorithm and Data Acquisition for Pigeon Hole Imaging System."
International Conference on Electronics, Communications and Information Technology (ICECIT)
, pp. 1-5. Khulna, Bangadesh: IEEE, 2021
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| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| International | Editors' Choice Best Article Award | 2021 | United States |
The award was announced during the ConV2X 2021 conference, themed “Blueprint for a New Digital Health Era,” held on November 9-11, 2021. The winning article is titled: “Role of Telemedicine in Healthcare During COVID-19 Pandemic in Developing Countries,”. https://www.webwire.com/ViewPressRel.asp?aId=281266
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| International | Commonwealth Scholarship | 2011 | United Kingdom | Commonwealth Split-Site PhD Scholarship at the University of Warwick awarded by the Commonwealth Scholarship Commission (CSC) in the United Kingdom |
| Local | University Merit Scholarship | 2004 | Bangladesh | Based on results of B.Sc. (Honours) examination awarded by the University of Dhaka. |
| Local | Merit Scholarship (Primary School) | 1990 | Bangladesh |
Dr. Muhammad Abdul Kadir
Professor & Chairman
Department of Biomedical Physics & Technology
Faculty of Science
Email: Kadir@du.ac.bd
Phone: +8801728043205