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Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge
Setio, Arnaud Arindra Adiyoso, Traverso, Alberto, de Bel, Thomas, Berens, Moira S.N., Bogaard, Cas van den, Cerello, Piergiorgio, Chen, Hao, Dou, Qi, Fantacci, Maria Evelina, Geurts, Bram, Gugten, Robbert van der, Heng, Pheng Ann, Jansen, Bart, de Kaste, Michael M.J., Kotov, Valentin, Lin, Jack Yu-Hung, Manders, Jeroen T.M.C., Sóñora-Mengana, Alexander, García-Naranjo, Juan Carlos, Papavasileiou, Evgenia, Prokop, Mathias, Saletta, Marco, Schaefer-Prokop, Cornelia M, Scholten, Ernst T., Scholten, Luuk, Snoeren, Miranda M., Torres, Ernesto Lopez, Vandemeulebroucke, Jef, Walasek, Nicole, Zuidhof, Guido C.A., Ginneken, Bram van, Jacobs, Colin
Published in Medical image analysis (01.12.2017)
Published in Medical image analysis (01.12.2017)
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Journal Article
New machine learning method for image-based diagnosis of COVID-19
Elaziz, Mohamed Abd, Hosny, Khalid M., Salah, Ahmad, Darwish, Mohamed M., Lu, Songfeng, Sahlol, Ahmed T.
Published in PloS one (26.06.2020)
Published in PloS one (26.06.2020)
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Journal Article
A novel computer-aided diagnostic approach for detecting peripheral arterial disease in patients with diabetes
Buschmann, Eva Elina, Li, Lulu, Brix, Michèle, Zietzer, Andreas, Hillmeister, Philipp, Busjahn, Andreas, Bramlage, Peter, Buschmann, Ivo
Published in PloS one (21.06.2018)
Published in PloS one (21.06.2018)
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Journal Article
Smart Consumer Wearables as Digital Diagnostic Tools: A Review
Chakrabarti, Shweta, Biswas, Nupur, Jones, Lawrence D., Kesari, Santosh, Ashili, Shashaanka
Published in Diagnostics (Basel) (31.08.2022)
Published in Diagnostics (Basel) (31.08.2022)
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Journal Article
A systematic review of the diagnostic accuracy of artificial intelligence-based computer programs to analyze chest x-rays for pulmonary tuberculosis
Harris, Miriam, Qi, Amy, Jeagal, Luke, Torabi, Nazi, Menzies, Dick, Korobitsyn, Alexei, Pai, Madhukar, Nathavitharana, Ruvandhi R., Ahmad Khan, Faiz
Published in PloS one (03.09.2019)
Published in PloS one (03.09.2019)
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Journal Article
A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy
Holmström, Oscar, Stenman, Sebastian, Suutala, Antti, Moilanen, Hannu, Kücükel, Hakan, Ngasala, Billy, Mårtensson, Andreas, Mhamilawa, Lwidiko, Aydin-Schmidt, Berit, Lundin, Mikael, Diwan, Vinod, Linder, Nina, Lundin, Johan
Published in PloS one (17.11.2020)
Published in PloS one (17.11.2020)
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Journal Article
Validation of a deep learning computer aided system for CT based lung nodule detection, classification, and growth rate estimation in a routine clinical population
Murchison, John T., Ritchie, Gillian, Senyszak, David, Nijwening, Jeroen H., van Veenendaal, Gerben, Wakkie, Joris, van Beek, Edwin J. R.
Published in PloS one (05.05.2022)
Published in PloS one (05.05.2022)
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Journal Article
Evaluation of machine learning methods with Fourier Transform features for classifying ovarian tumors based on ultrasound images
Martínez-Más, José, Bueno-Crespo, Andrés, Khazendar, Shan, Remezal-Solano, Manuel, Martínez-Cendán, Juan-Pedro, Jassim, Sabah, Du, Hongbo, Al Assam, Hisham, Bourne, Tom, Timmerman, Dirk
Published in PloS one (26.07.2019)
Published in PloS one (26.07.2019)
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Journal Article
Selection of memory clinic patients for CSF biomarker assessment can be restricted to a quarter of cases by using computerized decision support, without compromising diagnostic accuracy
Rhodius-Meester, Hanneke F. M., van Maurik, Ingrid S., Koikkalainen, Juha, Tolonen, Antti, Frederiksen, Kristian S., Hasselbalch, Steen G., Soininen, Hilkka, Herukka, Sanna-Kaisa, Remes, Anne M., Teunissen, Charlotte E., Barkhof, Frederik, Pijnenburg, Yolande A. L., Scheltens, Philip, Lötjönen, Jyrki, van der Flier, Wiesje M.
Published in PloS one (01.01.2020)
Published in PloS one (01.01.2020)
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Journal Article
Quantitative Analysis of Lesion Morphology and Texture Features for Diagnostic Prediction in Breast MRI
Published in Academic radiology
(01.12.2008)
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Journal Article
Explainable AI identifies diagnostic cells of genetic AML subtypes
Hehr, Matthias, Sadafi, Ario, Matek, Christian, Lienemann, Peter, Pohlkamp, Christian, Haferlach, Torsten, Spiekermann, Karsten, Marr, Carsten
Published in PLOS digital health (01.03.2023)
Published in PLOS digital health (01.03.2023)
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Journal Article
The use of artificial intelligence tools in cancer detection compared to the traditional diagnostic imaging methods: An overview of the systematic reviews
Silva, Helbert Eustáquio Cardoso da, Santos, Glaucia Nize Martins, Leite, André Ferreira, Mesquita, Carla Ruffeil Moreira, Figueiredo, Paulo Tadeu de Souza, Stefani, Cristine Miron, de Melo, Nilce Santos
Published in PloS one (05.10.2023)
Published in PloS one (05.10.2023)
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Journal Article
Classification of CT scan and X-ray dataset based on deep learning and particle swarm optimization
Liu, Honghua, Zhao, Mingwei, She, Chang, Peng, Han, Liu, Mailan, Li, Bo
Published in PloS one (27.01.2025)
Published in PloS one (27.01.2025)
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Journal Article
Automated and real-time segmentation of suspicious breast masses using convolutional neural network
Kumar, Viksit, Webb, Jeremy M., Gregory, Adriana, Denis, Max, Meixner, Duane D., Bayat, Mahdi, Whaley, Dana H., Fatemi, Mostafa, Alizad, Azra
Published in PloS one (16.05.2018)
Published in PloS one (16.05.2018)
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Journal Article