Search Results - "NAWAZ, Marriam"

DCNet: DenseNet-77-based CornerNet model for the tomato plant leaf disease detection and classification by Albahli, Saleh, Nawaz, Marriam

“…Early recognition of tomato plant leaf diseases is mandatory to improve the food yield and save agriculturalists from costly spray procedures. The correct and…”
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A novel deep learning method for detection and classification of plant diseases by Albattah, Waleed, Nawaz, Marriam, Javed, Ali, Masood, Momina, Albahli, Saleh

“…The agricultural production rate plays a pivotal role in the economic development of a country. However, plant diseases are the most significant impediment to…”
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An improved faster-RCNN model for handwritten character recognition by Albahli, Saleh, Nawaz, Marriam, Javed, Ali, Irtaza, Aun

“…Existing techniques for hand-written digit recognition (HDR) rely heavily on the hand-coded key points and requires prior knowledge. Training an efficient HDR…”
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Artificial Intelligence-Based Drone System for Multiclass Plant Disease Detection Using an Improved Efficient Convolutional Neural Network by Albattah, Waleed, Javed, Ali, Nawaz, Marriam, Masood, Momina, Albahli, Saleh

“…The role of agricultural development is very important in the economy of a country. However, the occurrence of several plant diseases is a major hindrance to…”
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Prediction of Heart Disease Using Deep Convolutional Neural Networks by Mehmood, Awais, Iqbal, Munwar, Mehmood, Zahid, Irtaza, Aun, Nawaz, Marriam, Nazir, Tahira, Masood, Momina

“…Heart diseases are currently a major cause of death in the world. This problem is severe in developing countries in Africa and Asia. A heart disease predicted…”
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A robust deep learning approach for tomato plant leaf disease localization and classification by Nawaz, Marriam, Nazir, Tahira, Javed, Ali, Masood, Momina, Rashid, Junaid, Kim, Jungeun, Hussain, Amir

“…Tomato plants' disease detection and classification at the earliest stage can save the farmers from expensive crop sprays and can assist in increasing the food…”
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An Efficient Deep Learning Approach to Automatic Glaucoma Detection Using Optic Disc and Optic Cup Localization by Nawaz, Marriam, Nazir, Tahira, Javed, Ali, Tariq, Usman, Yong, Hwan-Seung, Khan, Muhammad Attique, Cha, Jaehyuk

“…Glaucoma is an eye disease initiated due to excessive intraocular pressure inside it and caused complete sightlessness at its progressed stage. Whereas timely…”
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A Novel Approach for Brain Tumor Classification Using an Ensemble of Deep and Hand-Crafted Features by Kibriya, Hareem, Amin, Rashid, Kim, Jinsul, Nawaz, Marriam, Gantassi, Rahma

“…One of the most severe types of cancer caused by the uncontrollable proliferation of brain cells inside the skull is brain tumors. Hence, a fast and accurate…”
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Detection of Diabetic Eye Disease from Retinal Images Using a Deep Learning Based CenterNet Model by Nazir, Tahira, Nawaz, Marriam, Rashid, Junaid, Mahum, Rabbia, Masood, Momina, Mehmood, Awais, Ali, Farooq, Kim, Jungeun, Kwon, Hyuk-Yoon, Hussain, Amir

“…Diabetic retinopathy (DR) is an eye disease that alters the blood vessels of a person suffering from diabetes. Diabetic macular edema (DME) occurs when DR…”
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Melanoma localization and classification through faster region-based convolutional neural network and SVM by Nawaz, Marriam, Masood, Momina, Javed, Ali, Iqbal, Javed, Nazir, Tahira, Mehmood, Awais, Ashraf, Rehan

“…Melanoma is a lethal skin cancer disease affecting millions of people around the globe and has a high mortality rate. Dermatologists perform the manual…”
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A Novel Deep Learning Method for Recognition and Classification of Brain Tumors from MRI Images by Masood, Momina, Nazir, Tahira, Nawaz, Marriam, Mehmood, Awais, Rashid, Junaid, Kwon, Hyuk-Yoon, Mahmood, Toqeer, Hussain, Amir

“…A brain tumor is an abnormal growth in brain cells that causes damage to various blood vessels and nerves in the human body. An earlier and accurate diagnosis…”
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Custom CornerNet: a drone-based improved deep learning technique for large-scale multiclass pest localization and classification by Albattah, Waleed, Masood, Momina, Javed, Ali, Nawaz, Marriam, Albahli, Saleh

“…Insect pests are among the most critical factors affecting crops and result in a severe reduction in food yield. At the same time, early and accurate…”
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MaizeNet: A Deep Learning Approach for Effective Recognition of Maize Plant Leaf Diseases by Masood, Momina, Nawaz, Marriam, Nazir, Tahira, Javed, Ali, Alkanhel, Reem, Elmannai, Hela, Dhahbi, Sami, Bourouis, Sami

“…The presence of various maize plant leaf diseases has significantly decreased both the quality and quantity of crop production. In order to take the…”
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Analysis of Brain MRI Images Using Improved CornerNet Approach by Nawaz, Marriam, Nazir, Tahira, Masood, Momina, Mehmood, Awais, Mahum, Rabbia, Khan, Muhammad Attique, Kadry, Seifedine, Thinnukool, Orawit

“…The brain tumor is a deadly disease that is caused by the abnormal growth of brain cells, which affects the human blood cells and nerves. Timely and precise…”
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CXray-EffDet: Chest Disease Detection and Classification from X-ray Images Using the EfficientDet Model by Nawaz, Marriam, Nazir, Tahira, Baili, Jamel, Khan, Muhammad Attique, Kim, Ye Jin, Cha, Jae-Hyuk

“…The competence of machine learning approaches to carry out clinical expertise tasks has recently gained a lot of attention, particularly in the field of…”
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Efficient-ECGNet framework for COVID-19 classification and correlation prediction with the cardio disease through electrocardiogram medical imaging by Nawaz, Marriam, Nazir, Tahira, Javed, Ali, Malik, Khalid Mahmood, Saudagar, Abdul Khader Jilani, Khan, Muhammad Badruddin, Abul Hasanat, Mozaherul Hoque, AlTameem, Abdullah, AlKhathami, Mohammed

“…In the last 2 years, we have witnessed multiple waves of coronavirus that affected millions of people around the globe. The proper cure for COVID-19 has not…”
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MedNet: Medical deepfakes detection using an improved deep learning approach by Albahli, Saleh, Nawaz, Marriam

“…Recently, the massive development in the field of deep learning (DL) and artificial intelligence (AI)-aware tools have forced the requirement of caution when…”
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EDet-BTR: EfficientDet-based brain tumor recognition from the magnetic resonance imaging by Nawaz, Marriam, Nazir, Tahira

“…•We introduce a novel strategy that leverages the EfficientDet model for the precise localization and classification of brain tumors from MRI images. Our model…”
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ResNet-Swish-Dense54: a deep learning approach for deepfakes detection by Nawaz, Marriam, Javed, Ali, Irtaza, Aun

“…Development in artificial intelligence has brought a new revolution to technologies and approaches that have been employed for malicious purposes specifically…”
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A deep learning model for FaceSwap and face-reenactment deepfakes detection by Nawaz, Marriam, Javed, Ali, Irtaza, Aun

“…Recently, the higher availability of multimedia content on social websites, together with lightweight deep learning (DL) empowered tools like Generative…”
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