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A machine learning algorithm supports ultrasound-naïve novices in the acquisition of diagnostic echocardiography loops and provides accurate estimation of LVEF
Schneider, Matthias, Bartko, Philipp, Geller, Welf, Dannenberg, Varius, König, Andreas, Binder, Christina, Goliasch, Georg, Hengstenberg, Christian, Binder, Thomas
Published in International journal of cardiac imaging (01.02.2021)
Published in International journal of cardiac imaging (01.02.2021)
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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
AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation
Zou, Xuan, He, Weijie, Huang, Yu, Ouyang, Yi, Zhang, Zhen, Wu, Yu, Wu, Yongsheng, Feng, Lili, Wu, Sheng, Yang, Mengqi, Chen, Xuyan, Zheng, Yefeng, Jiang, Rui, Chen, Ting
Published in Journal of medical Internet research (23.08.2024)
Published in Journal of medical Internet research (23.08.2024)
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Journal Article
Toward human-level concept learning: Pattern benchmarking for AI algorithms
Holzinger, Andreas, Saranti, Anna, Angerschmid, Alessa, Finzel, Bettina, Schmid, Ute, Mueller, Heimo
Published in Patterns (New York, N.Y.) (11.08.2023)
Published in Patterns (New York, N.Y.) (11.08.2023)
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Journal Article
Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets
Harmon, Stephanie A., Sanford, Thomas H., Xu, Sheng, Turkbey, Evrim B., Roth, Holger, Xu, Ziyue, Yang, Dong, Myronenko, Andriy, Anderson, Victoria, Amalou, Amel, Blain, Maxime, Kassin, Michael, Long, Dilara, Varble, Nicole, Walker, Stephanie M., Bagci, Ulas, Ierardi, Anna Maria, Stellato, Elvira, Plensich, Guido Giovanni, Franceschelli, Giuseppe, Girlando, Cristiano, Irmici, Giovanni, Labella, Dominic, Hammoud, Dima, Malayeri, Ashkan, Jones, Elizabeth, Summers, Ronald M., Choyke, Peter L., Xu, Daguang, Flores, Mona, Tamura, Kaku, Obinata, Hirofumi, Mori, Hitoshi, Patella, Francesca, Cariati, Maurizio, Carrafiello, Gianpaolo, An, Peng, Wood, Bradford J., Turkbey, Baris
Published in Nature communications (14.08.2020)
Published in Nature communications (14.08.2020)
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Journal Article
A multimodal machine learning algorithm improved diagnostic accuracy for otitis media in a school aged Aboriginal population
Stephens, Jacqueline H., Nguyen, Phong Phu, Machell, Amanda, Sanchez, Linnett, Ooi, Eng H., Carney, A. Simon, Lewis, Trent
Published in Journal of biomedical informatics (01.04.2025)
Published in Journal of biomedical informatics (01.04.2025)
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Journal Article
Evaluation of a Cascaded Deep Learning–based Algorithm for Prostate Lesion Detection at Biparametric MRI
Lin, Yue, Yilmaz, Enis C., Belue, Mason J., Harmon, Stephanie A., Tetreault, Jesse, Phelps, Tim E., Merriman, Katie M., Hazen, Lindsey, Garcia, Charisse, Yang, Dong, Xu, Ziyue, Lay, Nathan S., Toubaji, Antoun, Merino, Maria J., Xu, Daguang, Law, Yan Mee, Gurram, Sandeep, Wood, Bradford J., Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in Radiology (01.05.2024)
Published in Radiology (01.05.2024)
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Journal Article
Real-world clinical impact of three commercial AI algorithms on musculoskeletal radiography interpretation: A prospective crossover reader study
Prucker, Philipp, Lemke, Tristan, Mertens, Christian J., Ziegelmayer, Sebastian, Graf, Markus M., Weller, Dominik, Kim, Su Hwan, Gassert, Florian T., Kader, Avan, Dorfner, Felix J., Meddeb, Aymen, Makowski, Marcus R., Lammert, Jacqueline, Huber, Thomas, Lohöfer, Fabian, Bressem, Keno K., Adams, Lisa C., Luiken, Ina, Busch, Felix
Published in International journal of medical informatics (Shannon, Ireland) (01.01.2026)
Published in International journal of medical informatics (Shannon, Ireland) (01.01.2026)
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Journal Article
An independent assessment of an artificial intelligence system for prostate cancer detection shows strong diagnostic accuracy
Perincheri, Sudhir, Levi, Angelique Wolf, Celli, Romulo, Gershkovich, Peter, Rimm, David, Morrow, Jon Stanley, Rothrock, Brandon, Raciti, Patricia, Klimstra, David, Sinard, John
Published in Modern pathology (01.08.2021)
Published in Modern pathology (01.08.2021)
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Journal Article
Comparison of Algorithms for the AI-Based Fault Diagnostic of Cable Joints in MV Networks
Negri, Virginia, Mingotti, Alessandro, Tinarelli, Roberto, Peretto, Lorenzo
Published in Energies (Basel) (01.01.2023)
Published in Energies (Basel) (01.01.2023)
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Journal Article
Investigating the Role of Image Fusion in Brain Tumor Classification Models Based on Machine Learning Algorithm for Personalized Medicine
Nanmaran, R., Srimathi, S., Yamuna, G., Thanigaivel, S., Vickram, A. S., Priya, A. K., Karthick, Alagar, Karpagam, J., Mohanavel, V., Muhibbullah, M.
Published in Computational and mathematical methods in medicine (07.02.2022)
Published in Computational and mathematical methods in medicine (07.02.2022)
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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
Artificial intelligence in cardiovascular diseases: diagnostic and therapeutic perspectives
Sun, Xiaoyu, Yin, Yuzhe, Yang, Qiwei, Huo, Tianqi
Published in European journal of medical research (21.07.2023)
Published in European journal of medical research (21.07.2023)
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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
Innovative Machine Learning Algorithms for AI-Driven Lung Cancer Diagnostics and Prognostics
AbdElminaam, Diaa Salama, Tarek, Jana, Maher, Hania, Jalaleldin, Rawan, Mahmoud, Bahig, Osama, Ahmed
Published in 2025 International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) (17.09.2025)
Published in 2025 International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) (17.09.2025)
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Conference Proceeding
Design Characteristics of Studies Reporting the Performance of Artificial Intelligence Algorithms for Diagnostic Analysis of Medical Images: Results from Recently Published Papers
Kim, Dong Wook, Jang, Hye Young, Kim, Kyung Won, Shin, Youngbin, Park, Seong Ho
Published in Korean journal of radiology (01.03.2019)
Published in Korean journal of radiology (01.03.2019)
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Journal Article