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Enhancing neurological disease diagnostics: fusion of deep transfer learning with optimization algorithm for acute brain stroke prediction using facial images
Alrowais, Fadwa, Alqahtani, Mohammed, Khan, Jahangir, Miled, Achraf Ben, Albalawneh, Da’ad, Alkharashi, Abdulwhab, Al Zanin, Samah, Marzouk, Radwa
Published in Scientific reports (10.04.2025)
Published in Scientific reports (10.04.2025)
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Journal Article
Detection of acute lymphoblastic leukemia using image segmentation and data mining algorithms
Acharya, Vasundhara, Kumar, Preetham
Published in Medical & biological engineering & computing (01.08.2019)
Published in Medical & biological engineering & computing (01.08.2019)
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Journal Article
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images
Marchetti, Michael A., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.
Published in Journal of the American Academy of Dermatology (01.02.2018)
Published in Journal of the American Academy of Dermatology (01.02.2018)
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Journal Article
Confound Controlled Multimodal Neuroimaging Data Fusion and Its Application to Developmental Disorders
Liang, Chuang, Silva, Rogers F., Adali, Tulay, Jiang, Rongtao, Zhang, Daoqiang, Qi, Shile, Calhoun, Vince D.
Published in IEEE transactions on image processing (01.01.2025)
Published in IEEE transactions on image processing (01.01.2025)
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Journal Article
Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images
Hagerty, Jason R., Stanley, R. Joe, Almubarak, Haidar A., Lama, Norsang, Kasmi, Reda, Guo, Peng, Drugge, Rhett J., Rabinovitz, Harold S., Oliviero, Margaret, Stoecker, William V.
Published in IEEE journal of biomedical and health informatics (01.07.2019)
Published in IEEE journal of biomedical and health informatics (01.07.2019)
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Journal Article
A data mining approach for diagnosis of coronary artery disease
Alizadehsani, Roohallah, Habibi, Jafar, Hosseini, Mohammad Javad, Mashayekhi, Hoda, Boghrati, Reihane, Ghandeharioun, Asma, Bahadorian, Behdad, Sani, Zahra Alizadeh
Published in Computer methods and programs in biomedicine (01.07.2013)
Published in Computer methods and programs in biomedicine (01.07.2013)
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Journal Article
Improving a data mining based diagnostic support tool for rare diseases on the example of M. Fabry: Gender differences need to be taken into account
Hahn, Philipp, Lechner, Werner, Siefen, Rainer-Georg, Lampe, Christina, Nordbeck, Peter, Grigull, Lorenz, Lücke, Thomas
Published in PloS one (30.06.2025)
Published in PloS one (30.06.2025)
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Journal Article
A novel multimodal fusion framework for early diagnosis and accurate classification of COVID-19 patients using X-ray images and speech signal processing techniques
Kumar, Santosh, Chaube, Mithilesh Kumar, Alsamhi, Saeed Hamood, Gupta, Sachin Kumar, Guizani, Mohsen, Gravina, Raffaele, Fortino, Giancarlo
Published in Computer methods and programs in biomedicine (01.11.2022)
Published in Computer methods and programs in biomedicine (01.11.2022)
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Journal Article
A confounder controlled machine learning approach: Group analysis and classification of schizophrenia and Alzheimer’s disease using resting-state functional network connectivity
Hassanzadeh, Reihaneh, Abrol, Anees, Pearlson, Godfrey, Turner, Jessica A., Calhoun, Vince D.
Published in PloS one (20.05.2024)
Published in PloS one (20.05.2024)
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Journal Article
A deep learning–machine learning fusion approach for the classification of benign, malignant, and intermediate bone tumors
Liu, Renyi, Pan, Derun, Xu, Yuan, Zeng, Hui, He, Zilong, Lin, Jiongbin, Zeng, Weixiong, Wu, Zeqi, Luo, Zhendong, Qin, Genggeng, Chen, Weiguo
Published in European radiology (01.02.2022)
Published in European radiology (01.02.2022)
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Journal Article
Evaluation of Valvular Insufficiency and Shunts with Parallel-imaging Compressed-sensing 4D Phase-contrast MR Imaging with Stereoscopic 3D Velocity-fusion Volume-rendered Visualization
Hsiao, Albert, Lustig, Michael, Alley, Marcus T., Murphy, Mark J., Vasanawala, Shreyas S.
Published in Radiology (01.10.2012)
Published in Radiology (01.10.2012)
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Journal Article
Classification and Diagnostic Prediction of Colorectal Cancer Mortality Based on Machine Learning Algorithms: A Multicenter National Study
Mohammadi, Gohar, Azizmohammad Looha, Mehdi, Pourhoseingholi, Mohammad Amin, Rezaei Tavirani, Mostafa, Sohrabi, Samaneh, Zareie Shab Khaneh, Amirali, Piri, Hassan, Alaei, Maryam, Parvani, Naser, Vakilzadeh, Iman, javadi, Sara, Moradian Haft Cheshmeh, Zeynab, Razzaghi, Zahra, Mahmoud Robati, Reza, Zamanian Azodi, Mona, Zarean Shahraki, Saba, Talebi, Raheleh, Charati Yazdani, Jamshid, Motlagh, Mohammad Esmaeil, Khodakarim, Soheila, Hadavi, Melika
Published in Asian Pacific journal of cancer prevention : APJCP (01.01.2024)
Published in Asian Pacific journal of cancer prevention : APJCP (01.01.2024)
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Journal Article
Multi-channel attention-fusion neural network for brain age estimation: Accuracy, generality, and interpretation with 16,705 healthy MRIs across lifespan
He, Sheng, Pereira, Diana, David Perez, Juan, Gollub, Randy L., Murphy, Shawn N., Prabhu, Sanjay, Pienaar, Rudolph, Robertson, Richard L., Ellen Grant, P., Ou, Yangming
Published in Medical image analysis (01.08.2021)
Published in Medical image analysis (01.08.2021)
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Journal Article
FNeXter: A Multi-Scale Feature Fusion Network Based on ConvNeXt and Transformer for Retinal OCT Fluid Segmentation
Niu, Zhiyuan, Deng, Zhuo, Gao, Weihao, Bai, Shurui, Gong, Zheng, Chen, Chucheng, Rong, Fuju, Li, Fang, Ma, Lan
Published in Sensors (Basel, Switzerland) (01.04.2024)
Published in Sensors (Basel, Switzerland) (01.04.2024)
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Journal Article