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Medical Diagnostic Systems Using Artificial Intelligence (AI) Algorithms: Principles and Perspectives
Kaur, Simarjeet, Singla, Jimmy, Nkenyereye, Lewis, Jha, Sudan, Prashar, Deepak, Joshi, Gyanendra Prasad, El-Sappagh, Shaker, Islam, Md. Saiful, Islam, S. M. Riazul
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
Type2 diabetes mellitus prediction using data mining algorithms based on the long-noncoding RNAs expression: a comparison of four data mining approaches
Kazerouni, Faranak, Bayani, Azadeh, Asadi, Farkhondeh, Saeidi, Leyla, Parvizi, Nasrin, Mansoori, Zahra
Published in BMC bioinformatics (27.08.2020)
Published in BMC bioinformatics (27.08.2020)
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Journal Article
Evaluating reproducibility of AI algorithms in digital pathology with DAPPER
Bizzego, Andrea, Bussola, Nicole, Chierici, Marco, Maggio, Valerio, Francescatto, Margherita, Cima, Luca, Cristoforetti, Marco, Jurman, Giuseppe, Furlanello, Cesare
Published in PLoS computational biology (01.03.2019)
Published in PLoS computational biology (01.03.2019)
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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
ClinValAI: A framework for developing Cloud-based infrastructures for the External Clinical Validation of AI in Medical Imaging
Ramwala, Ojas A, Lowry, Kathryn P, Hippe, Daniel S, Unrath, Matthew P N, Nyflot, Matthew J, Mooney, Sean D, Lee, Christoph I
Published in Biocomputing 2025 (2025)
Published in Biocomputing 2025 (2025)
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Journal Article
Exciting experiences in the ‘Rocky road to digital diagnostics’
Montironi, Rodolfo, Cimadamore, Alessia, Lopez-Beltran, Antonio, Cheng, Liang, Scarpelli, Marina
Published in Journal of clinical pathology (01.01.2021)
Published in Journal of clinical pathology (01.01.2021)
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Journal Article
Diagnostic Performance of Artificial Intelligence–Based Methods for Tuberculosis Detection: Systematic Review
Hansun, Seng, Argha, Ahmadreza, Bakhshayeshi, Ivan, Wicaksana, Arya, Alinejad-Rokny, Hamid, Fox, Greg J, Liaw, Siaw-Teng, Celler, Branko G, Marks, Guy B
Published in Journal of medical Internet research (07.03.2025)
Published in Journal of medical Internet research (07.03.2025)
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Journal Article
Application of decision tree-based ensemble learning in the classification of breast cancer
Ghiasi, Mohammad M., Zendehboudi, Sohrab
Published in Computers in biology and medicine (01.01.2021)
Published in Computers in biology and medicine (01.01.2021)
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Journal Article
Parallel algorithm for synthetic image generation with application to tokamak plasma diagnostics
Delwadia, Kirtan, Bhatt, Dhruvil, Purohit, Shishir, Chaudhury, Bhaskar
Published in Concurrency and computation (01.11.2022)
Published in Concurrency and computation (01.11.2022)
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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 intelligence in non-invasive endocrine cancer diagnostics
Thomasian, Nicole M, Kamel, Ihab R, Bai, Harrison X
Published in Nature reviews. Endocrinology (01.02.2022)
Published in Nature reviews. Endocrinology (01.02.2022)
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Journal Article
Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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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
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
Analysis of anterior segment in primary angle closure suspect with deep learning models
Fu, Ziwei, Xi, Jinwei, Ji, Zhi, Zhang, Ruxue, Wang, Jianping, Shi, Rui, Pu, Xiaoli, Yu, Jingni, Xue, Fang, Liu, Jianrong, Wang, Yanrong, Zhong, Hua, Feng, Jun, Zhang, Min, He, Yuan
Published in BMC medical informatics and decision making (09.09.2024)
Published in BMC medical informatics and decision making (09.09.2024)
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Journal Article
Machine intelligence-driven classification of cancer patients-derived extracellular vesicles using fluorescence correlation spectroscopy: results from a pilot study
Uthamacumaran, Abicumaran, Abdouh, Mohamed, Sengupta, Kinshuk, Gao, Zu-hua, Forte, Stefano, Tsering, Thupten, Burnier, Julia V., Arena, Goffredo
Published in Neural computing & applications (01.04.2023)
Published in Neural computing & applications (01.04.2023)
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Journal Article