Výsledky vyhľadávania - "Informatics in medicine unlocked"

A combined deep CNN-LSTM network for the detection of novel coronavirus (COVID-19) using X-ray images Autor Islam, Md. Zabirul, Islam, Md. Milon, Asraf, Amanullah

“…Nowadays, automatic disease detection has become a crucial issue in medical science due to rapid population growth. An automatic disease detection framework…”
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A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and ResNet50V2 Autor Rahimzadeh, Mohammad, Attar, Abolfazl

“…In this paper, we have trained several deep convolutional networks with introduced training techniques for classifying X-ray images into three classes: normal,…”
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AI4COVID-19: AI enabled preliminary diagnosis for COVID-19 from cough samples via an app Autor Imran, Ali, Posokhova, Iryna, Qureshi, Haneya N., Masood, Usama, Riaz, Muhammad Sajid, Ali, Kamran, John, Charles N., Hussain, MD Iftikhar, Nabeel, Muhammad

“…The inability to test at scale has become humanity's Achille's heel in the ongoing war against the COVID-19 pandemic. A scalable screening tool would be a game…”
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Molecular modeling in drug discovery Autor Adelusi, Temitope Isaac, Oyedele, Abdul-Quddus Kehinde, Boyenle, Ibrahim Damilare, Ogunlana, Abdeen Tunde, Adeyemi, Rofiat Oluwabusola, Ukachi, Chiamaka Divine, Idris, Mukhtar Oluwaseun, Olaoba, Olamide Tosin, Adedotun, Ibrahim Olaide, Kolawole, Oladipo Elijah, Xiaoxing, Yin, Abdul-Hammed, Misbaudeen

“…With the financial requirements and high time associated with bringing a commercial drug to the market, the application of computer-aided drug design has been…”
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Deep learning approaches to biomedical image segmentation Autor Rizwan I Haque, Intisar, Neubert, Jeremiah

“…The review covers automatic segmentation of images by means of deep learning approaches in the area of medical imaging. Current developments in machine…”
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Hybrid deep learning for detecting lung diseases from X-ray images Autor Bharati, Subrato, Podder, Prajoy, Mondal, M. Rubaiyat Hossain

“…Lung disease is common throughout the world. These include chronic obstructive pulmonary disease, pneumonia, asthma, tuberculosis, fibrosis, etc. Timely…”
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Classification models for heart disease prediction using feature selection and PCA Autor Gárate-Escamila, Anna Karen, Hajjam El Hassani, Amir, Andrès, Emmanuel

“…The prediction of cardiac disease helps practitioners make more accurate decisions regarding patients' health. Therefore, the use of machine learning (ML) is a…”
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Improving the accuracy of prediction of heart disease risk based on ensemble classification techniques Autor Latha, C. Beulah Christalin, Jeeva, S. Carolin

“…Machine learning involves artificial intelligence, and it is used in solving many problems in data science. One common application of machine learning is the…”
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Application of explainable artificial intelligence in medical health: A systematic review of interpretability methods Autor S Band, Shahab, Yarahmadi, Atefeh, Hsu, Chung-Chian, Biyari, Meghdad, Sookhak, Mehdi, Ameri, Rasoul, Dehzangi, Iman, Chronopoulos, Anthony Theodore, Liang, Huey-Wen

“…This paper investigates the applications of explainable AI (XAI) in healthcare, which aims to provide transparency, fairness, accuracy, generality, and…”
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Development of a Real-Time Emotion Recognition System Using Facial Expressions and EEG based on machine learning and deep neural network methods Autor Hassouneh, Aya, Mutawa, A.M., Murugappan, M.

“…Real-time emotion recognition has been an active field of research over the past several decades. This work aims to classify physically disabled people (deaf,…”
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Skin cancer detection: Applying a deep learning based model driven architecture in the cloud for classifying dermal cell images Autor Kadampur, Mohammad Ali, Al Riyaee, Sulaiman

“…Skin cancer is a common form of cancer, and early detection increases the survival rate. To build deep learning models to classify dermal cell images and…”
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Machine learning approaches in COVID-19 diagnosis, mortality, and severity risk prediction: A review Autor Alballa, Norah, Al-Turaiki, Isra

“…The existence of widespread COVID-19 infections has prompted worldwide efforts to control and manage the virus, and hopefully curb it completely. One important…”
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COVID-19 detection in CT images with deep learning: A voting-based scheme and cross-datasets analysis Autor Silva, Pedro, Luz, Eduardo, Silva, Guilherme, Moreira, Gladston, Silva, Rodrigo, Lucio, Diego, Menotti, David

“…Early detection and diagnosis are critical factors to control the COVID-19 spreading. A number of deep learning-based methodologies have been recently proposed…”
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Diabetic retinopathy detection through deep learning techniques: A review Autor Alyoubi, Wejdan L., Shalash, Wafaa M., Abulkhair, Maysoon F.

“…Diabetic Retinopathy (DR) is a common complication of diabetes mellitus, which causes lesions on the retina that effect vision. If it is not detected early, it…”
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Molecular docking and dynamic simulations for antiviral compounds against SARS-CoV-2: A computational study Autor Peele, K. Abraham, Potla Durthi, Chandrasai, Srihansa, T., Krupanidhi, S., Ayyagari, Vijaya Sai, Babu, D. John, Indira, M., Reddy, A. Ranganadha, Venkateswarulu, T.C.

“…The aim of this study was to develop an appropriate anti-viral drug against the SARS-CoV-2 virus. An immediately qualifying strategy would be to use existing…”
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EMCNet: Automated COVID-19 diagnosis from X-ray images using convolutional neural network and ensemble of machine learning classifiers Autor Saha, Prottoy, Sadi, Muhammad Sheikh, Islam, Md. Milon

“…Recently, coronavirus disease (COVID-19) has caused a serious effect on the healthcare system and the overall global economy. Doctors, researchers, and experts…”
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IoT based wearable device to monitor the signs of quarantined remote patients of COVID-19 Autor Al Bassam, Nizar, Hussain, Shaik Asif, Al Qaraghuli, Ammar, Khan, Jibreal, Sumesh, E.P., Lavanya, Vidhya

“…Monitoring and managing potential infected patients of COVID-19 is still a great challenge for the latest technologies. In this work, IoT based wearable…”
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A model for early prediction of diabetes Autor Mahboob Alam, Talha, Iqbal, Muhammad Atif, Ali, Yasir, Wahab, Abdul, Ijaz, Safdar, Imtiaz Baig, Talha, Hussain, Ayaz, Malik, Muhammad Awais, Raza, Muhammad Mehdi, Ibrar, Salman, Abbas, Zunish

“…Diabetes is a common, chronic disease. Prediction of diabetes at an early stage can lead to improved treatment. Data mining techniques are widely used for…”
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DermoExpert: Skin lesion classification using a hybrid convolutional neural network through segmentation, transfer learning, and augmentation Autor Hasan, Md. Kamrul, Elahi, Md. Toufick E., Alam, Md. Ashraful, Jawad, Md. Tasnim, Martí, Robert

“…Although automated Skin Lesion Classification (SLC) is a crucial integral step in computer-aided diagnosis, it remains challenging due to variability in…”
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Transfer learning with fine-tuned deep CNN ResNet50 model for classifying COVID-19 from chest X-ray images Autor Hossain, Md. Belal, Iqbal, S.M. Hasan Sazzad, Islam, Md. Monirul, Akhtar, Md. Nasim, Sarker, Iqbal H.

“…COVID-19 cases are putting pressure on healthcare systems all around the world. Due to the lack of available testing kits, it is impractical for screening…”
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