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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
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
Diagnostic performance of classification trees and hematological functions in hematologic disorders: an application of multidimensional scaling and cluster analysis
Rahim, Fakher, Kazemnejad, Anoshirvan, Jahangiri, Mina, Malehi, Amal Saki, Gohari, Kimiya
Published in BMC medical informatics and decision making (10.11.2021)
Published in BMC medical informatics and decision making (10.11.2021)
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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
End-to-end reproducible AI pipelines in radiology using the cloud
Bontempi, Dennis, Nuernberg, Leonard, Pai, Suraj, Krishnaswamy, Deepa, Thiriveedhi, Vamsi, Hosny, Ahmed, Mak, Raymond H., Farahani, Keyvan, Kikinis, Ron, Fedorov, Andrey, Aerts, Hugo J. W. L.
Published in Nature communications (13.08.2024)
Published in Nature communications (13.08.2024)
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Journal Article
Detection of acute lymphoblastic leukemia using image segmentation and data mining algorithms
Acharya, Vasundhara, Kumar, Preetham
Published in Medical & biological engineering & computing (01.08.2019)
Published in Medical & biological engineering & computing (01.08.2019)
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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
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
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 accuracy of artificial intelligence for obstructive sleep apnea detection: a systematic review
Haghighat, Sara, Joghatayi, Muhammed, Issa, Julien, Azimian, Sarina, Brinz, Janet, Ashkan, Ali, Chaurasia, Akhilanand, Rahimian, Zahra, Sangalli, Linda
Published in BMC medical informatics and decision making (28.07.2025)
Published in BMC medical informatics and decision making (28.07.2025)
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Journal Article
Can artificial intelligence with multimodal imaging outperform traditional methods in predicting age-related macular degeneration progression? A systematic review and exploratory meta-analysis
Chen, Kai-Yang, Chan, Hoi-Chun, Chan, Chi-Ming
Published in BMC medical informatics and decision making (01.09.2025)
Published in BMC medical informatics and decision making (01.09.2025)
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Journal Article
Artificial intelligence for breast cancer analysis: Trends & directions
Shah, Shahid Munir, Khan, Rizwan Ahmed, Arif, Sheeraz, Sajid, Unaiza
Published in Computers in biology and medicine (01.03.2022)
Published in Computers in biology and medicine (01.03.2022)
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Journal Article