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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
Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study
Campagner, Andrea, Agnello, Luisa, Carobene, Anna, Padoan, Andrea, Del Ben, Fabio, Locatelli, Massimo, Plebani, Mario, Ognibene, Agostino, Lorubbio, Maria, De Vecchi, Elena, Cortegiani, Andrea, Piva, Elisa, Poz, Donatella, Curcio, Francesco, Cabitza, Federico, Ciaccio, Marcello
Published in Journal of medical Internet research (26.02.2025)
Published in Journal of medical Internet research (26.02.2025)
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Journal Article
Traditional versus modern approaches to screening mammography: a comparison of computer-assisted detection for synthetic 2D mammography versus an artificial intelligence algorithm for digital breast tomosynthesis
Bahl, Manisha, Kshirsagar, Ashwini, Pohlman, Scott, Lehman, Constance D.
Published in Breast cancer research and treatment (01.04.2025)
Published in Breast cancer research and treatment (01.04.2025)
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Journal Article
External Validation of a Previously Developed Deep Learning–based Prostate Lesion Detection Algorithm on Paired External and In-House Biparametric MRI Scans
Yilmaz, Enis C., Harmon, Stephanie A., Law, Yan Mee, Huang, Erich P., Belue, Mason J., Lin, Yue, Gelikman, David G., Ozyoruk, Kutsev B., Yang, Dong, Xu, Ziyue, Tetreault, Jesse, Xu, Daguang, Hazen, Lindsey A., Garcia, Charisse, Lay, Nathan S., Eclarinal, Philip, Toubaji, Antoun, Merino, Maria J., Wood, Bradford J., Gurram, Sandeep, Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in Radiology. Imaging cancer (01.11.2024)
Published in Radiology. Imaging cancer (01.11.2024)
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Journal Article
Commercially-available AI algorithm improves radiologists’ sensitivity for wrist and hand fracture detection on X-ray, compared to a CT-based ground truth
Jacques, Thibaut, Cardot, Nicolas, Ventre, Jeanne, Demondion, Xavier, Cotten, Anne
Published in European radiology (01.05.2024)
Published in European radiology (01.05.2024)
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Journal Article
Deep learning algorithms for melanoma detection using dermoscopic images: A systematic review and meta-analysis
Ye, Zichen, Zhang, Daqian, Zhao, Yuankai, Chen, Mingyang, Wang, Huike, Seery, Samuel, Qu, Yimin, Xue, Peng, Jiang, Yu
Published in Artificial intelligence in medicine (01.09.2024)
Published in Artificial intelligence in medicine (01.09.2024)
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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
Deep Learning–based Automatic Detection Algorithm for Reducing Overlooked Lung Cancers on Chest Radiographs
Jang, Sowon, Song, Hwayoung, Shin, Yoon Joo, Kim, Junghoon, Kim, Jihang, Lee, Kyung Won, Lee, Sung Soo, Lee, Woojoo, Lee, Seungjae, Lee, Kyung Hee
Published in Radiology (01.09.2020)
Published in Radiology (01.09.2020)
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Journal Article
Development of an Expert-Level Right Ventricular Abnormality Detection Algorithm Based on Deep Learning
Liu, Zeye, Li, Hang, Li, Wenchao, Zhang, Fengwen, Ouyang, Wenbin, Wang, Shouzheng, Zhi, Aihua, Pan, Xiangbin
Published in Interdisciplinary sciences : computational life sciences (01.12.2023)
Published in Interdisciplinary sciences : computational life sciences (01.12.2023)
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Journal Article
Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs
Hwang, Eui Jin, Park, Sunggyun, Jin, Kwang-Nam, Kim, Jung Im, Choi, So Young, Lee, Jong Hyuk, Goo, Jin Mo, Aum, Jaehong, Yim, Jae-Joon, Cohen, Julien G., Ferretti, Gilbert R., Park, Chang Min
Published in JAMA network open (01.03.2019)
Published in JAMA network open (01.03.2019)
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Journal Article
Development and Validation of a Deep Learning–based Automatic Detection Algorithm for Active Pulmonary Tuberculosis on Chest Radiographs
Hwang, Eui Jin, Park, Sunggyun, Jin, Kwang-Nam, Kim, Jung Im, Choi, So Young, Lee, Jong Hyuk, Goo, Jin Mo, Aum, Jaehong, Yim, Jae-Joon, Park, Chang Min
Published in Clinical infectious diseases (16.08.2019)
Published in Clinical infectious diseases (16.08.2019)
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Journal Article
An Enhanced Approach for Predicting Breast Cancer Using Different Deep Learning Algorithms and Explainable AI Techniques in an IoT Environment
Bouallegue, Belgacem, Abd El-Latif, Yasser M., El-Sofany, Hosam, Taj-Eddin, Islam A. T. F.
Published in International journal of intelligent systems (01.01.2025)
Published in International journal of intelligent systems (01.01.2025)
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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
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
AI-based improvement in lung cancer detection on chest radiographs: results of a multi-reader study in NLST dataset
Yoo, Hyunsuk, Lee, Sang Hyup, Arru, Chiara Daniela, Doda Khera, Ruhani, Singh, Ramandeep, Siebert, Sean, Kim, Dohoon, Lee, Yuna, Park, Ju Hyun, Eom, Hye Joung, Digumarthy, Subba R., Kalra, Mannudeep K.
Published in European radiology (01.12.2021)
Published in European radiology (01.12.2021)
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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
Rapid Detection of SARS-CoV‑2 RNA in Human Nasopharyngeal Specimens Using Surface-Enhanced Raman Spectroscopy and Deep Learning Algorithms
Yang, Yanjun, Li, Hao, Jones, Les, Murray, Jackelyn, Haverstick, James, Naikare, Hemant K., Mosley, Yung-Yi C., Tripp, Ralph A., Ai, Bin, Zhao, Yiping
Published in ACS sensors (27.01.2023)
Published in ACS sensors (27.01.2023)
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Journal Article
An electrocardiogram-based AI algorithm for early detection of pulmonary hypertension
DuBrock, Hilary M., Wagner, Tyler E., Carlson, Katherine, Carpenter, Corinne L., Awasthi, Samir, Attia, Zachi I., Frantz, Robert P., Friedman, Paul A., Kapa, Suraj, Annis, Jeffrey, Brittain, Evan L., Hemnes, Anna R., Asirvatham, Samuel J., Babu, Melwin, Prasad, Ashim, Yoo, Unice, Barve, Rakesh, Selej, Mona, Agron, Peter, Kogan, Emily, Quinn, Deborah, Dunnmon, Preston, Khan, Najat, Soundararajan, Venky
Published in The European respiratory journal (01.07.2024)
Published in The European respiratory journal (01.07.2024)
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Journal Article