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A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian study
Jamthikar, Ankush, Gupta, Deep, Johri, Amer M., Mantella, Laura E., Saba, Luca, Suri, Jasjit S.
Published in Computers in biology and medicine (01.01.2022)
Published in Computers in biology and medicine (01.01.2022)
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Journal Article
Deep learning and radiomics: the utility of Google TensorFlow™ Inception in classifying clear cell renal cell carcinoma and oncocytoma on multiphasic CT
Coy, Heidi, Hsieh, Kevin, Wu, Willie, Nagarajan, Mahesh B., Young, Jonathan R., Douek, Michael L., Brown, Matthew S., Scalzo, Fabien, Raman, Steven S.
Published in Abdominal imaging (01.06.2019)
Published in Abdominal imaging (01.06.2019)
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Journal Article
Towards machine learning aided real-time range imaging in proton therapy
Lerendegui-Marco, Jorge, Balibrea-Correa, Javier, Babiano-Suárez, Víctor, Ladarescu, Ion, Domingo-Pardo, César
Published in Scientific reports (17.02.2022)
Published in Scientific reports (17.02.2022)
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Journal Article
Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms
Gagne II, David John, Haupt, Sue Ellen, Nychka, Douglas W., Thompson, Gregory
Published in Monthly weather review (01.08.2019)
Published in Monthly weather review (01.08.2019)
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Journal Article
Diagnostic power of resting‐state fMRI for detection of network connectivity in Alzheimer's disease and mild cognitive impairment: A systematic review
Ibrahim, Buhari, Suppiah, Subapriya, Ibrahim, Normala, Mohamad, Mazlyfarina, Hassan, Hasyma Abu, Nasser, Nisha Syed, Saripan, M Iqbal
Published in Human brain mapping (15.06.2021)
Published in Human brain mapping (15.06.2021)
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Journal Article
Statistic deviation mode balancer (SDMB): A novel sampling algorithm for imbalanced data
Alimoradi, Mahmoud, Sadeghi, Reza, Daliri, Arman, Zabihimayvan, Mahdieh
Published in Neurocomputing (Amsterdam) (01.04.2025)
Published in Neurocomputing (Amsterdam) (01.04.2025)
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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
Pharmacologically informed machine learning approach for identifying pathological states of unconsciousness via resting-state fMRI
Campbell, Justin M., Huang, Zirui, Zhang, Jun, Wu, Xuehai, Qin, Pengmin, Northoff, Georg, Mashour, George A., Hudetz, Anthony G.
Published in NeuroImage (Orlando, Fla.) (01.02.2020)
Published in NeuroImage (Orlando, Fla.) (01.02.2020)
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Journal Article
All-digital histopathology by infrared-optical hybrid microscopy
Schnell, Martin, Mittal, Shachi, Falahkheirkhah, Kianoush, Mittal, Anirudh, Yeh, Kevin, Kenkel, Seth, Kajdacsy-Balla, Andre, Carney, P. Scott, Bhargava, Rohit
Published in Proceedings of the National Academy of Sciences - PNAS (18.02.2020)
Published in Proceedings of the National Academy of Sciences - PNAS (18.02.2020)
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Journal Article
Machine learning based on radiomics features combing B-mode transrectal ultrasound and contrast-enhanced ultrasound to improve peripheral zone prostate cancer detection
Sun, Ya, Fang, Jingyang, Shi, Yanping, Li, Huarong, Wang, Jiajun, Xu, Jingxu, Zhang, Bao, Liang, Lei
Published in Abdominal imaging (01.01.2024)
Published in Abdominal imaging (01.01.2024)
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Journal Article
Multi-Source Transfer Learning Via Multi-Kernel Support Vector Machine Plus for B-Mode Ultrasound-Based Computer-Aided Diagnosis of Liver Cancers
Zhang, Huili, Guo, Lehang, Wang, Dan, Wang, Jun, Bao, Lili, Ying, Shihui, Xu, Huixiong, Shi, Jun
Published in IEEE journal of biomedical and health informatics (01.10.2021)
Published in IEEE journal of biomedical and health informatics (01.10.2021)
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Journal Article
Extreme learning machine based optimal embedding location finder for image steganography
Atee, Hayfaa Abdulzahra, Ahmad, Robiah, Noor, Norliza Mohd, Rahma, Abdul Monem S., Aljeroudi, Yazan
Published in PloS one (14.02.2017)
Published in PloS one (14.02.2017)
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Journal Article
Machine learning to extract muscle fascicle length changes from dynamic ultrasound images in real-time
Rosa, Luis G., Zia, Jonathan S., Inan, Omer T., Sawicki, Gregory S.
Published in PloS one (26.05.2021)
Published in PloS one (26.05.2021)
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Journal Article