Kaniz Fatema, Sidratul Montaha, Md. Awlad Hossen Rony, Sami Azam et al.
Heart disease can be life-threatening if not detected and treated at an early stage. The electrocardiogram (ECG) plays a vital role in classifying cardiovascular diseases, and often physicians and medical researchers examine paper-based ECG images for cardiac diagnosis. An automated heart disease pr...
Md. Awlad Hossen Rony, Dola Barai, Riad, Md. Zahid Hasan
Cattle external diseases like Foot and Mouth Disease (FMD), Lumpy Skin Disease (LSD), and Infectious Bovine Keratoconjunctivitis (IBK) are the most highly contagious diseases around the world. Early diagnosis is crucial for controlling these diseases. Traditional Convolutional Neural Networks is the...
Kaniz Fatema, Md. Awlad Hossen Rony, Sami Azam, Md. Saddam Hossain Mukta et al.
Knee Osteoarthritis (KOA) is a leading cause of disability and physical inactivity. It is a degenerative joint disease that affects the cartilage, cushions the bones, and protects them from rubbing against each other during motion. If not treated early, it may lead to knee replacement. In this regar...
Mushrat Jahan, Md. Zahid Hasan, Ismot Jahan Samia, Kaniz Fatema et al.
Knee osteoarthritis (KOA) is a prevalent condition characterized by gradual progression, resulting in observable bone alterations in X-ray images. X-rays are the preferred diagnostic tool for their ease of use and cost-effectiveness. Physicians use the Kellgren and Lawrence (KL) grading system to un...
Shakil Rana, Md Jabed Hosen, Tasnim Jahan Tonni, Md. Awlad Hossen Rony et al.
Lung diseases are the third-leading cause of mortality in the world. Due to compromised lung function, respiratory difficulties, and physiological complications, lung disease brought on by toxic substances, pollution, infections, or smoking results in millions of deaths every year. Chest X-ray image...
Md. Awlad Hossen Rony, Kaniz Fatema, Mohaimenul Azam Khan Raiaan, Md. Mehedi Hassan et al.
Otitis Media (OM), predominantly affecting children, is a significant global health issue, with an estimated 360 million pediatric cases yearly worldwide. OM causes mild and moderate conductive hearing loss which can be disabling for young children, particularly during the first three years of life ...
Md. Zahid Hasan, Md. Awlad Hossen Rony, Sadia Sultana Chowa, Md. Rahad Islam Bhuiyan et al.
This study introduces a novel deep learning approach aimed at accurately classifying Gallbladder Cancer (GBC) into benign, malignant, and normal categories using ultrasound images from the challenging GBC USG (GBCU) dataset. The proposed methodology enhances image quality and specifies gallbladder w...
Md. Awlad Hossen Rony, Kaniz Fatema, Md. Zahid Hasan
Plant disease classification is often accomplished by visual assessment or during research facility assessment which creates setbacks bringing about yield in loss when diagnosis is completed. Plant disease detection through an automated approach is advantageous because it minimizes the amount of mon...
Radiful Islam, Rashik Shahriar Akash, Md. Awlad Hossen Rony, Md. Zahid Hasan
Early detection of colorectal cancer through the proper segmentation of polyps in the colonoscopy images is crucial. Polyps' complex morphology and varied appearances are the greatest obstacles for the segmentation approaches. The paper introduces SAMU-Net, a novel deep learning-based dual-stage arc...
Md. Awlad Hossen Rony, Dola Barai, Riad, Md. Zahid Hasan
Foot and Mouth Disease is the most highly contagious disease around the world. Early detection of FMD is crucial for controlling this disease. Convolutional Neural Networks is the most convenient architecture in the state-of-the-art of Image Processing and Computer Vision sector. As per our knowledg...
Saiful Islam, Md. Injamul Haque, Mushrat Jahan, Md. Zahid Hasan et al.
Gallbladder cancer (GBC) is a reasonably competitive disorder, accounting for almost 50% of biliary tract cancers. Diagnosing GBC is challenging because of its asymptomatic nature in early stages and the similarity in imaging capabilities between benign and malignant gallbladder lesions. Ultrasound ...
Hajera Khatun, Mst. Hajera Khatun, Md Rashedul Islam, Shikha Khatun et al.
Background Antibiotic-resistant bacteria are becoming a significant global concern. To combat the spread of resistance or reverse multidrug resistance, developing novel antimicrobials and/or resistance modulators is essential. This study aimed to evaluate the synergistic effects of the methanolic ex...
Mushrat Jahan, Ismot Jahan Samia, Kaniz Fatema, Md. Awlad Hossen Rony et al.
Onions are popular because of their rich in nutrients such as protein, vitamin C, and phenolic compounds, which help guard our bodies against serious health problems like heart conditions, osteoporosis, and high blood sugar levels. They’re also crucial for keeping our digestive system in good shape....
Md Ibrahim Patwary Khokan, Tasnim Jahan Tonni, Md. Awlad Hossen Rony, Kaniz Fatema et al.
Respiratory disorders cause approximately 4 million deaths annually worldwide, making them the third leading cause of mortality. Early detection is critical to improving survival rates and recovery outcomes. However, chest X-rays require expertise, and computational intelligence provides valuable su...
Ismot Jahan Samia, Mushrat Jahan, Md. Awlad Hossen Rony, Kaniz Fatema
Onions are known for having nutrients that are good for human health, like high protein, ascorbic acid, and phenols that aid in combatting major health problems like heart disease, osteoporosis, and irregular blood sugar levels and foster a healthy digestive system. Nowadays, this essential crop is ...