Deep learning

Multi-scale, data-driven and anatomically constrained deep learning image registration for adult and fetal echocardiography
Temporal echocardiography image registration is important for cardiac motion estimation, myocardial strain assessments, and stroke …
Md. Kamrul Hasan, Haobo Zhu, Guang Yang, Choon Hwai Yap
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Multi-scale, data-driven and anatomically constrained deep learning image registration for adult and fetal echocardiography
A survey, review, and future trends of skin lesion segmentation and classification
The Computer-aided Diagnosis (CAD) system for skin lesion analysis is an emerging field of research that has the potential to relieve …
Md. Kamrul Hasan, Md. Asif Ahamad, Choon Hwai Yap, Guang Yang
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A survey, review, and future trends of skin lesion segmentation and classification
Bangla Natural Language Processing: A Comprehensive Analysis of Classical, Machine Learning, and Deep Learning Based Methods
The Bangla language is the seventh most spoken language, with 265 million native and non-native speakers worldwide. However, English is …
Ovishake Sen, Mohtasim Fuad, Md Nazrul Islam, Jakaria Rabbi, Mehedi Masud, Md Kamrul Hasan, Md Abdul Awal, Awal Ahmed Fime, Md Tahmid Hasan Fuad, Delowar Sikder, Md Akil Raihan Iftee
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Bangla Natural Language Processing: A Comprehensive Analysis of Classical, Machine Learning, and Deep Learning Based Methods
Challenges of deep learning methods for COVID-19 detection using public datasets
Since the COVID-19 pandemic, several research studies have proposed Deep Learning (DL)-based automated COVID-19 detection, reporting …
Md Kamrul Hasan, Md Ashraful Alam, Lavsen Dahal, Shidhartho Roy, Sifat Redwan Wahid, Md Toufick E Elahi, Robert Martí, Bishesh Khanal
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Challenges of deep learning methods for COVID-19 detection using public datasets
DermoExpert: Skin lesion classification using a hybrid convolutional neural network through segmentation, transfer learning, and augmentation
Background and Objective: Although automated Skin Lesion Classification (SLC) is a crucial integral step in computer-aided diagnosis, …
Md Kamrul Hasan, Md Toufick E Elahi, Md Ashraful Alam, Md Tasnim Jawad, Robert Martí
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DermoExpert: Skin lesion classification using a hybrid convolutional neural network through segmentation, transfer learning, and augmentation
COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing
The novel COVID-19 is a global pandemic disease overgrowing worldwide. Computer-aided screening tools with greater sensitivity are …
Md Kamrul Hasan, Md Tasnim Jawad, Kazi Nasim Imtiaz Hasan, Sajal Basak Partha, Md Masum Al Masba, Shumit Saha, Mohammad Ali Moni
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COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing
Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques
Recently, electroencephalogram-based emotion recognition has become crucial in enabling the Human-Computer Interaction (HCI) system to …
Md Rabiul Islam, Mohammad Ali Moni, Md Milon Islam, Md Rashed-Al-Mahfuz, Md Saiful Islam, Md Kamrul Hasan, Md Sabir Hossain, Mohiuddin Ahmad, Shahadat Uddin, Akm Azad, Salem A. Alyami, Md Atiquar Rahman Ahad, Pietro Lio
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Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques
Skin Lesion Classification Using Convolutional Neural Network for Melanoma Recognition
Skin cancer, also known as melanoma, is generally diagnosed visually from the dermoscopic images, which is a tedious and timeconsuming …
Aishwariya Dutta, Md Kamrul Hasan, Mohiuddin Ahmad
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Skin Lesion Classification Using Convolutional Neural Network for Melanoma Recognition
Dermo-DOCTOR: A framework for concurrent skin lesion detection and recognition using a deep convolutional neural network with end-to-end dual encoders
This article proposes an end-to-end deep CNN-based framework for simultaneous detection and recognition of skin lesions, Dermo-DOCTOR, …
Md Kamrul Hasan, Shidhartho Roy, Chayan Mondal, Md Ashraful Alam, Md Toufick E Elahi, Aishwariya Dutta, S. M. Taslim Uddin Raju, Md Tasnim Jawad, Mohiuddin Ahmad
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Dermo-DOCTOR: A framework for concurrent skin lesion detection and recognition using a deep convolutional neural network with end-to-end dual encoders
Multi-Class Probabilistic Atlas-Based Whole Heart Segmentation Method in Cardiac CT and MRI
Accurate and robust whole heart substructure segmentation is crucial in developing clinical applications, such as computer-aided …
Tarun Kanti Ghosh, Md Kamrul Hasan, Shidhartho Roy, Md Ashraful Alam, Eklas Hossian, Mohiuddin Ahmad
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Multi-Class Probabilistic Atlas-Based Whole Heart Segmentation Method in Cardiac CT and MRI