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Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System
Sekhar, Ardhendu, Biswas, Soumen, Hazra, Ranjay, Sunaniya, Arun Kumar, Mukherjee, Amrit, Yang, Lixia
Published in IEEE journal of biomedical and health informatics (01.03.2022)
Published in IEEE journal of biomedical and health informatics (01.03.2022)
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Journal Article
Peripapillary atrophy classification using CNN deep learning for glaucoma screening
Almansour, Abdullah, Alawad, Mohammed, Aljouie, Abdulrhman, Almatar, Hessa, Qureshi, Waseem, Alabdulkader, Balsam, Alkanhal, Norah, Abdul, Wadood, Almufarrej, Mansour, Gangadharan, Shiji, Aldebasi, Tariq, Alsomaie, Barrak, Almazroa, Ahmed
Published in PloS one (06.10.2022)
Published in PloS one (06.10.2022)
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Journal Article
Machine Learning-Based Identification of Colon Cancer Candidate Diagnostics Genes
Koppad, Saraswati, Basava, Annappa, Nash, Katrina, Gkoutos, Georgios V., Acharjee, Animesh
Published in Biology (Basel, Switzerland) (25.02.2022)
Published in Biology (Basel, Switzerland) (25.02.2022)
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Journal Article
COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients
Shiri, Isaac, Salimi, Yazdan, Pakbin, Masoumeh, Hajianfar, Ghasem, Avval, Atlas Haddadi, Sanaat, Amirhossein, Mostafaei, Shayan, Akhavanallaf, Azadeh, Saberi, Abdollah, Mansouri, Zahra, Askari, Dariush, Ghasemian, Mohammadreza, Sharifipour, Ehsan, Sandoughdaran, Saleh, Sohrabi, Ahmad, Sadati, Elham, Livani, Somayeh, Iranpour, Pooya, Kolahi, Shahriar, Khateri, Maziar, Bijari, Salar, Atashzar, Mohammad Reza, Shayesteh, Sajad P., Khosravi, Bardia, Babaei, Mohammad Reza, Jenabi, Elnaz, Hasanian, Mohammad, Shahhamzeh, Alireza, Foroghi Ghomi, Seyaed Yaser, Mozafari, Abolfazl, Teimouri, Arash, Movaseghi, Fatemeh, Ahmari, Azin, Goharpey, Neda, Bozorgmehr, Rama, Shirzad-Aski, Hesamaddin, Mortazavi, Roozbeh, Karimi, Jalal, Mortazavi, Nazanin, Besharat, Sima, Afsharpad, Mandana, Abdollahi, Hamid, Geramifar, Parham, Radmard, Amir Reza, Arabi, Hossein, Rezaei-Kalantari, Kiara, Oveisi, Mehrdad, Rahmim, Arman, Zaidi, Habib
Published in Computers in biology and medicine (01.06.2022)
Published in Computers in biology and medicine (01.06.2022)
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Journal Article
A CT-Based Automated Algorithm for Airway Segmentation Using Freeze-and-Grow Propagation and Deep Learning
Nadeem, Syed Ahmed, Hoffman, Eric A., Sieren, Jessica C., Comellas, Alejandro P., Bhatt, Surya P., Barjaktarevic, Igor Z., Abtin, Fereidoun, Saha, Punam K.
Published in IEEE transactions on medical imaging (01.01.2021)
Published in IEEE transactions on medical imaging (01.01.2021)
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Journal Article
Enhancing ECG Classification in Cardiac Diagnostics: A Novel Approach Using Adaptive Focal Cross-Entropy Loss Function
Monday, Happy Nkanta, Nneji, Grace Ugochi, Hossin, Md Altab, Davies-Mark, Kelvin Mark, Umana, Edwin Sunday, Mgbejime, Goodness Temofe, Li, Jianping
Published in IEEE journal of biomedical and health informatics (01.10.2025)
Published in IEEE journal of biomedical and health informatics (01.10.2025)
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Journal Article
Predicting and elucidating the etiology of fatty liver disease: A machine learning modeling and validation study in the IMI DIRECT cohorts
Atabaki-Pasdar, Naeimeh, Ohlsson, Mattias, Viñuela, Ana, Frau, Francesca, Pomares-Millan, Hugo, Haid, Mark, Jones, Angus G., Thomas, E. Louise, Koivula, Robert W., Kurbasic, Azra, Mutie, Pascal M., Fitipaldi, Hugo, Fernandez, Juan, Dawed, Adem Y., Giordano, Giuseppe N., Forgie, Ian M., McDonald, Timothy J., Rutters, Femke, Cederberg, Henna, Chabanova, Elizaveta, Dale, Matilda, Masi, Federico De, Thomas, Cecilia Engel, Allin, Kristine H., Hansen, Tue H., Heggie, Alison, Hong, Mun-Gwan, Elders, Petra J. M., Kennedy, Gwen, Kokkola, Tarja, Pedersen, Helle Krogh, Mahajan, Anubha, McEvoy, Donna, Pattou, Francois, Raverdy, Violeta, Häussler, Ragna S., Sharma, Sapna, Thomsen, Henrik S., Vangipurapu, Jagadish, Vestergaard, Henrik, ‘t Hart, Leen M., Adamski, Jerzy, Musholt, Petra B., Brage, Soren, Brunak, Søren, Dermitzakis, Emmanouil, Frost, Gary, Hansen, Torben, Laakso, Markku, Pedersen, Oluf, Ridderstråle, Martin, Ruetten, Hartmut, Hattersley, Andrew T., Walker, Mark, Beulens, Joline W. J., Mari, Andrea, Schwenk, Jochen M., Gupta, Ramneek, McCarthy, Mark I., Pearson, Ewan R., Bell, Jimmy D., Pavo, Imre, Franks, Paul W.
Published in PLoS medicine (19.06.2020)
Published in PLoS medicine (19.06.2020)
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Journal Article
Automatic classification of patients with myocardial infarction or myocarditis based only on clinical data: A quick response
Rahman, Sheikh Shah Mohammad Motiur, Chen, Zhihao, Lalande, Alain, Decourselle, Thomas, Cochet, Alexandre, Pommier, Thibaut, Cottin, Yves, Salomon, Michel, Couturier, Raphaël
Published in PloS one (05.05.2023)
Published in PloS one (05.05.2023)
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Journal Article
A machine learning-based phenotype for long COVID in children: An EHR-based study from the RECOVER program
Lorman, Vitaly, Razzaghi, Hanieh, Song, Xing, Morse, Keith, Utidjian, Levon, Allen, Andrea J., Rao, Suchitra, Rogerson, Colin, Bennett, Tellen D., Morizono, Hiroki, Eckrich, Daniel, Jhaveri, Ravi, Huang, Yungui, Ranade, Daksha, Pajor, Nathan, Lee, Grace M., Forrest, Christopher B., Bailey, L. Charles
Published in PloS one (10.08.2023)
Published in PloS one (10.08.2023)
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Journal Article