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Deep learning to diagnose cardiac amyloidosis from cardiovascular magnetic resonance
Martini, Nicola, Aimo, Alberto, Barison, Andrea, Della Latta, Daniele, Vergaro, Giuseppe, Aquaro, Giovanni Donato, Ripoli, Andrea, Emdin, Michele, Chiappino, Dante
Published in Journal of cardiovascular magnetic resonance (07.12.2020)
Published in Journal of cardiovascular magnetic resonance (07.12.2020)
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Journal Article
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
Tschandl, Philipp, Codella, Noel, Akay, Bengü Nisa, Argenziano, Giuseppe, Braun, Ralph P, Cabo, Horacio, Gutman, David, Halpern, Allan, Helba, Brian, Hofmann-Wellenhof, Rainer, Lallas, Aimilios, Lapins, Jan, Longo, Caterina, Malvehy, Josep, Marchetti, Michael A, Marghoob, Ashfaq, Menzies, Scott, Oakley, Amanda, Paoli, John, Puig, Susana, Rinner, Christoph, Rosendahl, Cliff, Scope, Alon, Sinz, Christoph, Soyer, H Peter, Thomas, Luc, Zalaudek, Iris, Kittler, Harald
Published in The lancet oncology (01.07.2019)
Published in The lancet oncology (01.07.2019)
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Journal Article
Prediction of breast cancer molecular subtypes on DCE-MRI using convolutional neural network with transfer learning between two centers
Zhang, Yang, Chen, Jeon-Hor, Lin, Yezhi, Chan, Siwa, Zhou, Jiejie, Chow, Daniel, Chang, Peter, Kwong, Tiffany, Yeh, Dah-Cherng, Wang, Xinxin, Parajuli, Ritesh, Mehta, Rita S., Wang, Meihao, Su, Min-Ying
Published in European radiology (01.04.2021)
Published in European radiology (01.04.2021)
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Journal Article
Performance analysis of machine learning algorithms and screening formulae for β–thalassemia trait screening of Indian antenatal women
Das, Reena, Saleh, Sarkaft, Nielsen, Izabela, Kaviraj, Anilava, Sharma, Prashant, Dey, Kartick, Saha, Subrata
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2022)
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2022)
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Journal Article
Functional connectivity of white matter as a biomarker of cognitive decline in Alzheimer’s disease
Gao, Yurui, Sengupta, Anirban, Li, Muwei, Zu, Zhongliang, Rogers, Baxter P., Anderson, Adam W., Ding, Zhaohua, Gore, John C.
Published in PloS one (16.10.2020)
Published in PloS one (16.10.2020)
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Journal Article
Analysis of Bone Scans in Various Tumor Entities Using a Deep-Learning-Based Artificial Neural Network Algorithm—Evaluation of Diagnostic Performance
Wuestemann, Jan, Hupfeld, Sebastian, Kupitz, Dennis, Genseke, Philipp, Schenke, Simone, Pech, Maciej, Kreissl, Michael C., Grosser, Oliver S.
Published in Cancers (17.09.2020)
Published in Cancers (17.09.2020)
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Journal Article
Study on microwave ablation temperature prediction model based on grayscale ultrasound texture and machine learning
Xiong, Yan, Zheng, Yi, Long, Wei, Wang, Yuxin, Wang, Qin, You, Yi, Zhou, Yuheng, Zhong, Jiang, Ge, Yunxi, Li, Youchen, Huang, Yan, Zhou, Zhiyong
Published in PloS one (25.09.2024)
Published in PloS one (25.09.2024)
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Journal Article
Spectral multi-energy CT texture analysis with machine learning for tissue classification: an investigation using classification of benign parotid tumours as a testing paradigm
Al Ajmi, Eiman, Forghani, Behzad, Reinhold, Caroline, Bayat, Maryam, Forghani, Reza
Published in European radiology (01.06.2018)
Published in European radiology (01.06.2018)
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Journal Article
Radiomics and machine learning of multisequence multiparametric prostate MRI: Towards improved non-invasive prostate cancer characterization
Toivonen, Jussi, Montoya Perez, Ileana, Movahedi, Parisa, Merisaari, Harri, Pesola, Marko, Taimen, Pekka, Boström, Peter J., Pohjankukka, Jonne, Kiviniemi, Aida, Pahikkala, Tapio, Aronen, Hannu J., Jambor, Ivan
Published in PloS one (08.07.2019)
Published in PloS one (08.07.2019)
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Journal Article
A machine learning approach in a monocentric cohort for predicting primary refractory disease in Diffuse Large B-cell lymphoma patients
Detrait, Marie Y., Warnon, Stéphanie, Lagasse, Raphaël, Dumont, Laurent, De Prophétis, Stéphanie, Hansenne, Amandine, Raedemaeker, Juliette, Robin, Valérie, Verstraete, Géraldine, Gillain, Aline, Depasse, Nicolas, Jacmin, Pierre, Pranger, Delphine
Published in PloS one (01.10.2024)
Published in PloS one (01.10.2024)
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Journal Article
Head and neck squamous cell carcinoma: prediction of cervical lymph node metastasis by dual-energy CT texture analysis with machine learning
Forghani, Reza, Chatterjee, Avishek, Reinhold, Caroline, Pérez-Lara, Almudena, Romero-Sanchez, Griselda, Ueno, Yoshiko, Bayat, Maryam, Alexander, James W. M., Kadi, Lynda, Chankowsky, Jeffrey, Seuntjens, Jan, Forghani, Behzad
Published in European radiology (01.11.2019)
Published in European radiology (01.11.2019)
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Journal Article
Machine learning for endoleak detection after endovascular aortic repair
Talebi, Salmonn, Madani, Mohammad H., Madani, Ali, Chien, Ashley, Shen, Jody, Mastrodicasa, Domenico, Fleischmann, Dominik, Chan, Frandics P., Mofrad, Mohammad R. K.
Published in Scientific reports (27.10.2020)
Published in Scientific reports (27.10.2020)
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Journal Article
Feasibility of deep learning algorithm in diagnosing lumbar central canal stenosis using abdominal CT
Jeon, Yejin, Kim, Bo Ram, Choi, Hyoung In, Lee, Eugene, Kim, Da-Wit, Choi, Boorym, Lee, Joon Woo
Published in Skeletal radiology (01.05.2025)
Published in Skeletal radiology (01.05.2025)
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Journal Article
Multicenter Validation of a Deep Learning Detection Algorithm for Focal Cortical Dysplasia
Published in Neurology
(19.10.2021)
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Journal Article
Comparison of the Diagnostic Performance of Coronary Computed Tomography Angiography-Derived Fractional Flow Reserve in Patients With Versus Without Diabetes Mellitus (from the MACHINE Consortium)
Nous, Fay M.A., Coenen, Adriaan, Boersma, Eric, Kim, Young-Hak, Kruk, Mariusz B.P., Tesche, Christian, de Geer, Jakob, Yang, Dong Hyun, Kepka, Cezary, Schoepf, U. Joseph, Persson, Anders, Kurata, Akira, Budde, Ricardo P.J., Nieman, Koen
Published in The American journal of cardiology (15.02.2019)
Published in The American journal of cardiology (15.02.2019)
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Journal Article
A Deep-Learning Algorithm to Predict Short-Term Progression to Geographic Atrophy on Spectral-Domain Optical Coherence Tomography
Published in JAMA ophthalmology
(01.11.2023)
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Journal Article
Diagnosis of knee meniscal injuries using artificial intelligence: A systematic review and meta-analysis of diagnostic performance
Mohammadi, Soheil, Jahanshahi, Ali, Shahrabi Farahani, Mohammad, Salehi, Mohammad Amin, Frounchi, Negin, Guermazi, Ali
Published in PloS one (24.06.2025)
Published in PloS one (24.06.2025)
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Journal Article
Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study
Monteiro, Miguel, Newcombe, Virginia F J, Mathieu, Francois, Adatia, Krishma, Kamnitsas, Konstantinos, Ferrante, Enzo, Das, Tilak, Whitehouse, Daniel, Rueckert, Daniel, Menon, David K, Glocker, Ben
Published in The Lancet. Digital health (01.06.2020)
Published in The Lancet. Digital health (01.06.2020)
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Journal Article