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Deep learning for malignancy risk estimation of incidental sub-centimeter pulmonary nodules on CT images
Zhang, Rui, Wei, Ying, Wang, Denian, Chen, Bojiang, Sun, Huaiqiang, Lei, Yi, Zhou, Qing, Luo, Zhuang, Jiang, Li, Qiu, Rong, Shi, Feng, Li, Weimin
Published in European radiology (01.07.2024)
Published in European radiology (01.07.2024)
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Journal Article
A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms
Carrington, André M., Fieguth, Paul W., Qazi, Hammad, Holzinger, Andreas, Chen, Helen H., Mayr, Franz, Manuel, Douglas G.
Published in BMC medical informatics and decision making (06.01.2020)
Published in BMC medical informatics and decision making (06.01.2020)
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Journal Article
EpiDiP/NanoDiP: a versatile unsupervised machine learning edge computing platform for epigenomic tumour diagnostics
Hench, Jürgen, Hultschig, Claus, Brugger, Jon, Mariani, Luigi, Guzman, Raphael, Soleman, Jehuda, Leu, Severina, Benton, Miles, Stec, Irenäus Maria, Hench, Ivana Bratic, Hoffmann, Per, Harter, Patrick, Weber, Katharina J, Albers, Anne, Thomas, Christian, Hasselblatt, Martin, Schüller, Ulrich, Restelli, Lisa, Capper, David, Hewer, Ekkehard, Diebold, Joachim, Kolenc, Danijela, Schneider, Ulf C., Rushing, Elisabeth, della Monica, Rosa, Chiariotti, Lorenzo, Sill, Martin, Schrimpf, Daniel, von Deimling, Andreas, Sahm, Felix, Kölsche, Christian, Tolnay, Markus, Frank, Stephan
Published in Acta neuropathologica communications (04.04.2024)
Published in Acta neuropathologica communications (04.04.2024)
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Journal Article
Machine learning algorithm validation with a limited sample size
Vabalas, Andrius, Gowen, Emma, Poliakoff, Ellen, Casson, Alexander J.
Published in PloS one (07.11.2019)
Published in PloS one (07.11.2019)
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Journal Article
Smart Diagnostics: Combining Artificial Intelligence and In Vitro Diagnostics
McRae, Michael P., Rajsri, Kritika S., Alcorn, Timothy M., McDevitt, John T.
Published in Sensors (Basel, Switzerland) (24.08.2022)
Published in Sensors (Basel, Switzerland) (24.08.2022)
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Journal Article
Data mining EEG signals in depression for their diagnostic value
Mohammadi, Mahdi, Al-Azab, Fadwa, Raahemi, Bijan, Richards, Gregory, Jaworska, Natalia, Smith, Dylan, de la Salle, Sara, Blier, Pierre, Knott, Verner
Published in BMC medical informatics and decision making (23.12.2015)
Published in BMC medical informatics and decision making (23.12.2015)
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Journal Article
Building fault detection and diagnostics: Achieved savings, and methods to evaluate algorithm performance
Lin, Guanjing, Kramer, Hannah, Granderson, Jessica
Published in Building and environment (15.01.2020)
Published in Building and environment (15.01.2020)
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Journal Article
A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
Machine Learning and Feature Selection in Pediatric Appendicitis
Kendall, John, Gaspar, Gabriel, Berger, Derek, Levman, Jacob
Published in Tomography (Ann Arbor) (13.08.2025)
Published in Tomography (Ann Arbor) (13.08.2025)
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Journal Article
Classification of the Clinical Images for Benign and Malignant Cutaneous Tumors Using a Deep Learning Algorithm
Han, Seung Seog, Kim, Myoung Shin, Lim, Woohyung, Park, Gyeong Hun, Park, Ilwoo, Chang, Sung Eun
Published in Journal of investigative dermatology (01.07.2018)
Published in Journal of investigative dermatology (01.07.2018)
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Journal Article
A novel and accurate diagnostic test for human African trypanosomiasis
Papadopoulos, Marios C, Abel, Paulo M, Agranoff, Dan, Stich, August, Tarelli, Edward, Bell, B Anthony, Planche, Timothy, Loosemore, Alison, Saadoun, Samira, Wilkins, Peter, Krishna, Sanjeev
Published in The Lancet (British edition) (24.04.2004)
Published in The Lancet (British edition) (24.04.2004)
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Journal Article
Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma From Multi-Sequence Magnetic Resonance Imaging Based on Deep Fusion Representation Learning
Ma, Haishu, Wang, Lili, Sun, Lingzhi, Wang, Shinan, Lu, Lulu, Zhang, Chaoyang, He, Yong, Zhu, Yuan
Published in IEEE journal of biomedical and health informatics (01.05.2025)
Published in IEEE journal of biomedical and health informatics (01.05.2025)
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Journal Article