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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
Fault detection diagnostic for HVAC systems via deep learning algorithms
Taheri, Saman, Ahmadi, Amirhossein, Mohammadi-Ivatloo, Behnam, Asadi, Somayeh
Published in Energy and buildings (01.11.2021)
Published in Energy and buildings (01.11.2021)
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Journal Article
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
Zenk, Maximilian, Pati, Sarthak, Foley, Patrick, Zimmerer, David, Isensee, Fabian, Kassem, Hasan, Thakur, Siddhesh, Kushibar, Kaisar, Lekadir, Karim, Jiang, Meirui, Yang, Hongzheng, Paetzold, Johannes C., Pawar, Kamlesh, Chen, Zhaolin, Tuladhar, Anup, Souza, Raissa, Maurya, Akansh, Anand, Vikas Kumar, Ganesh, Chandan, Wagner, Ben, Reddy, Divya, Das, Yudhajit, Madhuranthakam, Ananth J., Ren, Jianxun, Siomos, Vasilis, Yan, Yonghong, Li, Zhaopei, Milesi, Alexandre, Nguyen, Quoc D., Huang, Tsung-Ming, Ma, Jun, Singh, Har Shwinder H., Xia, Yong, Dobko, Mariia, Carré, Alexandre, Alam, Saruar, Shah, Nameeta, Sako, Chiharu, Calabrese, Evan, Rudie, Jeffrey, Agzarian, Marc, Kozubek, Michal, Michálek, Jan, Ker^kovský, Miloš, Kopr^ivová, Tereza, Pinho, Marco C., Holcomb, James, Metz, Marie, Lee, Matthew D., Lui, Yvonne W., Yadav, Ipsa, Kumar, Neeraj, Bhuvaneshwar, Krithika, Sayah, Anousheh, Bencheqroun, Camelia, Colen, Rivka R., Kotrotsou, Aikaterini, Sahm, Felix, Choi, Yoon Seong, Lee, Seung-Koo, Chang, Jong Hee, Landman, Bennett, Chotai, Silky, Lee, Joonsang, Jeraj, Robert, Xavier Falcão, Alexandre, Lucio, Diego R., Radojewski, Piotr, Meier, Raphael, Wiest, Roland, Pichler, Josef, Necker, Georg, Meckel, Stephan, Mendoza, Cristobal, Baek, Stephen, Ismael, Heba, Allen, Bryan, Zacharaki, Evangelia I., Wen, Ning, Vallières, Martin, Lepage, Martin, Morón, Fanny, Mandel, Jacob, Liem, Spencer, Alexandre, Gregory S., Lombardo, Joseph, Odafe-Oyibotha, Olubunmi, Shu’aibu Hikima, Mustapha, Fu, Eric, Thompson, John A., Simpson, Amber L., Cutler, Danielle, Moraes, Fabio Y., Boss, Michael A., Schmidt, Kendall, Apgar, Charles, Kirby, Justin S., Albrecht, Jake, Karargyris, Alexandros, Maier-Hein, Klaus
Published in Nature communications (08.07.2025)
Published in Nature communications (08.07.2025)
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Journal Article
Diagnostic accuracy of convolutional neural network–based machine learning algorithms in endoscopic severity prediction of ulcerative colitis: a systematic review and meta-analysis
Jahagirdar, Vinay, Bapaye, Jay, Chandan, Saurabh, Ponnada, Suresh, Kochhar, Gursimran S., Navaneethan, Udayakumar, Mohan, Babu P.
Published in Gastrointestinal endoscopy (01.08.2023)
Published in Gastrointestinal endoscopy (01.08.2023)
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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
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
3D Hyperspectral Data Analysis with Spatially Aware Deep Learning for Diagnostic Applications
Luo, Ruihao, Guo, Shuxia, Hniopek, Julian, Bocklitz, Thomas
Published in Analytical chemistry (Washington) (15.04.2025)
Published in Analytical chemistry (Washington) (15.04.2025)
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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
Machine intelligence in non-invasive endocrine cancer diagnostics
Published in Nature reviews. Endocrinology
(01.02.2022)
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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
Machine-learning classification of texture features of portable chest X-ray accurately classifies COVID-19 lung infection
Hussain, Lal, Nguyen, Tony, Li, Haifang, Abbasi, Adeel A., Lone, Kashif J., Zhao, Zirun, Zaib, Mahnoor, Chen, Anne, Duong, Tim Q.
Published in Biomedical engineering online (25.11.2020)
Published in Biomedical engineering online (25.11.2020)
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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
Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening
Li, Tao, Gao, Yingqi, Wang, Kai, Guo, Song, Liu, Hanruo, Kang, Hong
Published in Information sciences (01.10.2019)
Published in Information sciences (01.10.2019)
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Journal Article
A New Deep Learning Algorithm for Detecting Spinal Metastases on Computed Tomography Images
Published in Spine (Philadelphia, Pa. 1976)
(15.03.2024)
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Journal Article
Developing and Evaluating an AI-Based Computer-Aided Diagnosis System for Retinal Disease: Diagnostic Study for Central Serous Chorioretinopathy
Yoon, Jeewoo, Han, Jinyoung, Ko, Junseo, Choi, Seong, Park, Ji In, Hwang, Joon Seo, Han, Jeong Mo, Hwang, Daniel Duck-Jin
Published in Journal of medical Internet research (29.11.2023)
Published in Journal of medical Internet research (29.11.2023)
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Journal Article
The use of artificial intelligence tools in cancer detection compared to the traditional diagnostic imaging methods: An overview of the systematic reviews
Silva, Helbert Eustáquio Cardoso da, Santos, Glaucia Nize Martins, Leite, André Ferreira, Mesquita, Carla Ruffeil Moreira, Figueiredo, Paulo Tadeu de Souza, Stefani, Cristine Miron, de Melo, Nilce Santos
Published in PloS one (05.10.2023)
Published in PloS one (05.10.2023)
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Journal Article