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Diagnostic Performance in Low- and High-Contrast Tasks of an Image-Based Denoising Algorithm Applied to Radiation Dose–Reduced Multiphase Abdominal CT Examinations
Akitoshi, Inoue, Benjamin A, Voss, Nam Ju, Lee, Hiroaki, Takahashi, Kazuto, Kozaka, Jay P, Heiken, Eric C, Ehman, Rogerio, Vasconcelos, Jeff L, Fidler, Yong S, Lee, Achille, Mileto, Matthew P, Johnson, Matthias, Baer-Beck, Nikkole M, Weber, Gregory J, Michalak, Ahmed, Halaweish, Rickey E, Carter, Cynthia H, McCollough, Joel G, Fletcher
Published in American Journal of Roentgenology (01.01.2023)
Published in American Journal of Roentgenology (01.01.2023)
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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
A Comparison of Coherence-Based Beamforming Techniques in High-Frame-Rate Ultrasound Imaging With Multi-Line Transmission
Matrone, Giulia, Ramalli, Alessandro, D'hooge, Jan, Tortoli, Piero, Magenes, Giovanni
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.02.2020)
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.02.2020)
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Journal Article
Multimodal convolutional neural network–based algorithm for real-time detection and differentiation of malignant and inflammatory biliary strictures in cholangioscopy: a proof-of-concept study (with video)
Ziegler, Joceline, Dobsch, Philipp, Rozema, Marten, Zuber-Jerger, Ina, Weigand, Kilian, Reuther, Stefan, Müller, Martina, Kandulski, Arne
Published in Gastrointestinal endoscopy (01.04.2025)
Published in Gastrointestinal endoscopy (01.04.2025)
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Journal Article
Machine Learning-Based Automated Diagnostic Systems Developed for Heart Failure Prediction Using Different Types of Data Modalities: A Systematic Review and Future Directions
Javeed, Ashir, Khan, Shafqat Ullah, Ali, Liaqat, Ali, Sardar, Imrana, Yakubu, Rahman, Atiqur
Published in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2022)
Published in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2022)
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Journal Article
Publication
A multi‐stage 3D convolutional neural network algorithm for CT‐based lung segment parcellation
Siddharthan, Trishul, Xu, Zhoubing, Spottiswoode, Bruce, Schettino, Chris, Siegel, Yoel, Georgiou, Michalis, Eluvathingal, Thomas, Geiger, Bernhard, Grbic, Sasa, Gosh, Partha, Fahmi, Rachid, Punjabi, Naresh
Published in Journal of applied clinical medical physics (01.08.2025)
Published in Journal of applied clinical medical physics (01.08.2025)
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Journal Article
Deep learning–based automated detection algorithm for active pulmonary tuberculosis on chest radiographs: diagnostic performance in systematic screening of asymptomatic individuals
Lee, Jong Hyuk, Park, Sunggyun, Hwang, Eui Jin, Goo, Jin Mo, Lee, Woo Young, Lee, Sangho, Kim, Hyungjin, Andrews, Jason R., Park, Chang Min
Published in European radiology (01.02.2021)
Published in European radiology (01.02.2021)
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Journal Article
Genetic Algorithm in Data Mining of Colorectal Images
Chen, Shou-Ming, Zhang, Jun-Hui
Published in Computational and mathematical methods in medicine (15.10.2021)
Published in Computational and mathematical methods in medicine (15.10.2021)
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Journal Article
Deep learning–based algorithm improved radiologists’ performance in bone metastases detection on CT
Noguchi, Shunjiro, Nishio, Mizuho, Sakamoto, Ryo, Yakami, Masahiro, Fujimoto, Koji, Emoto, Yutaka, Kubo, Takeshi, Iizuka, Yoshio, Nakagomi, Keita, Miyasa, Kazuhiro, Satoh, Kiyohide, Nakamoto, Yuji
Published in European radiology (01.11.2022)
Published in European radiology (01.11.2022)
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Journal Article
Deep Learning–Based Algorithm for Automatic Quantification of Nigrosome-1 and Parkinsonism Classification Using Susceptibility Map–Weighted MRI
Suh, Pae Sun, Heo, Hwan, Suh, Chong Hyun, Lee, MyeongOh, Song, Soohwa, Shin, Donghoon, Jo, Sungyang, Chung, Sun Ju, Heo, Hwon, Shim, Woo Hyun, Kim, Ho Sung, Kim, Sang Joon, Kim, Eung Yeop
Published in American journal of neuroradiology : AJNR (01.05.2025)
Published in American journal of neuroradiology : AJNR (01.05.2025)
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Journal Article
An artificial intelligence-based EEG algorithm for detection of epileptiform EEG discharges: Validation against the diagnostic gold standard
Fürbass, Franz, Kural, Mustafa Aykut, Gritsch, Gerhard, Hartmann, Manfred, Kluge, Tilmann, Beniczky, Sándor
Published in Clinical neurophysiology (01.06.2020)
Published in Clinical neurophysiology (01.06.2020)
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Journal Article
Diagnostic Accuracy of a Machine-Learning Approach to Coronary Computed Tomographic Angiography–Based Fractional Flow Reserve: Result From the MACHINE Consortium
Coenen, Adriaan, Kim, Young-Hak, Kruk, Mariusz, Tesche, Christian, De Geer, Jakob, Kurata, Akira, Lubbers, Marisa L., Daemen, Joost, Itu, Lucian, Rapaka, Saikiran, Sharma, Puneet, Schwemmer, Chris, Persson, Anders, Schoepf, U. Joseph, Kepka, Cezary, Hyun Yang, Dong, Nieman, Koen
Published in Circulation. Cardiovascular imaging (01.06.2018)
Published in Circulation. Cardiovascular imaging (01.06.2018)
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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
Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma From Multi-Sequence Magnetic Resonance Imaging Based on Deep Fusion Representation Learning
Ma, Haishu, Wang, Lili, Sun, Lingzhi, Wang, Shinan, Lu, Lulu, Zhang, Chaoyang, He, Yong, Zhu, Yuan
Published in IEEE journal of biomedical and health informatics (01.05.2025)
Published in IEEE journal of biomedical and health informatics (01.05.2025)
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Journal Article
Study on text mining algorithm for ultrasound examination of chronic liver diseases based on spectral clustering
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Journal Article
Conference Proceeding
Enhancing cancer diagnostics through a novel deep learning-based semantic segmentation algorithm: A low-cost, high-speed, and accurate approach
Benabbou, Tarik, Sahel, Aïcha, Badri, Abdelmajid, Mourabit, Ilham El
Published in Computers in biology and medicine (01.09.2025)
Published in Computers in biology and medicine (01.09.2025)
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Journal Article
Machine-learning-based diagnostics of EEG pathology
Gemein, Lukas A.W., Schirrmeister, Robin T., Chrabąszcz, Patryk, Wilson, Daniel, Boedecker, Joschka, Schulze-Bonhage, Andreas, Hutter, Frank, Ball, Tonio
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
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Journal Article