Training and Validating a Deep Convolutional Neural Network for Computer-Aided Detection and Classification of Abnormalities on Frontal Chest Radiographs
Cicero, Mark, Bilbily, Alexander, Colak, Errol, Dowdell, Tim, Gray, Bruce, Perampaladas, Kuhan, Barfett, Joseph
Published in Investigative radiology (01.05.2017)
Published in Investigative radiology (01.05.2017)
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Journal Article
The RSNA Pediatric Bone Age Machine Learning Challenge
Halabi, Safwan S, Prevedello, Luciano M, Kalpathy-Cramer, Jayashree, Mamonov, Artem B, Bilbily, Alexander, Cicero, Mark, Pan, Ian, Pereira, Lucas Araújo, Sousa, Rafael Teixeira, Abdala, Nitamar, Kitamura, Felipe Campos, Thodberg, Hans H, Chen, Leon, Shih, George, Andriole, Katherine, Kohli, Marc D, Erickson, Bradley J, Flanders, Adam E
Published in Radiology (01.02.2019)
Published in Radiology (01.02.2019)
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Journal Article
Canadian Association of Radiologists White Paper on Artificial Intelligence in Radiology
Tang, An, Tam, Roger, Cadrin-Chênevert, Alexandre, Guest, Will, Chong, Jaron, Barfett, Joseph, Chepelev, Leonid, Cairns, Robyn, Mitchell, J. Ross, Cicero, Mark D., Poudrette, Manuel Gaudreau, Jaremko, Jacob L., Reinhold, Caroline, Gallix, Benoit, Gray, Bruce, Geis, Raym, O'Connell, Timothy, Babyn, Paul, Koff, David, Ferguson, Darren, Derkatch, Sheldon, Bilbily, Alexander, Shabana, Wael
Published in Canadian Association of Radiologists journal (01.05.2018)
Published in Canadian Association of Radiologists journal (01.05.2018)
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Journal Article
Automated screening of computed tomography using weakly supervised anomaly detection
Hibi, Atsuhiro, Cusimano, Michael D., Bilbily, Alexander, Krishnan, Rahul G., Tyrrell, Pascal N.
Published in International journal for computer assisted radiology and surgery (01.11.2023)
Published in International journal for computer assisted radiology and surgery (01.11.2023)
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Journal Article
Quantifying uncertainty in machine learning classifiers for medical imaging
Valen, John, Balki, Indranil, Mendez, Mauro, Qu, Wendi, Levman, Jacob, Bilbily, Alexander, Tyrrell, Pascal N.
Published in International journal for computer assisted radiology and surgery (01.04.2022)
Published in International journal for computer assisted radiology and surgery (01.04.2022)
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Journal Article
Artificial intelligence and radiomics in pediatric molecular imaging
Wagner, Matthias W., Bilbily, Alexander, Beheshti, Mohsen, Shammas, Amer, Vali, Reza
Published in Methods (San Diego, Calif.) (01.04.2021)
Published in Methods (San Diego, Calif.) (01.04.2021)
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Journal Article
Development of a Multimodal Machine Learning-Based Prognostication Model for Traumatic Brain Injury Using Clinical Data and Computed Tomography Scans: A CENTER-TBI and CINTER-TBI Study
Hibi, Atsuhiro, Cusimano, Michael D, Bilbily, Alexander, Krishnan, Rahul G, Tyrrell, Pascal N
Published in Journal of neurotrauma (01.06.2024)
Published in Journal of neurotrauma (01.06.2024)
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Journal Article
Automated identification and quantification of traumatic brain injury from CT scans: Are we there yet?
Hibi, Atsuhiro, Jaberipour, Majid, Cusimano, Michael D, Bilbily, Alexander, Krishnan, Rahul G, Aviv, Richard I, Tyrrell, Pascal N
Published in Medicine (Baltimore) (25.11.2022)
Published in Medicine (Baltimore) (25.11.2022)
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Journal Article
An Introductory Guide to Artificial Intelligence in Interventional Radiology: Part 1 Foundational Knowledge
Warren, Blair Edward, Bilbily, Alexander, Gichoya, Judy Wawira, Conway, Aaron, Li, Ben, Fawzy, Aly, Barragán, Camilo, Jaberi, Arash, Mafeld, Sebastian
Published in Canadian Association of Radiologists Journal (01.08.2024)
Published in Canadian Association of Radiologists Journal (01.08.2024)
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Book Review
Journal Article
An Introductory Guide to Artificial Intelligence in Interventional Radiology: Part 2: Implementation Considerations and Harms
Warren, Blair Edward, Bilbily, Alexander, Gichoya, Judy Wawira, Chartier, Lucas B., Fawzy, Aly, Barragán, Camilo, Jaberi, Arash, Mafeld, Sebastian
Published in Canadian Association of Radiologists Journal (01.08.2024)
Published in Canadian Association of Radiologists Journal (01.08.2024)
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Book Review
Journal Article
Opportunistic Screening of Low Bone Mineral Density From Standard X-Rays
Bilbily, Alexander, Syme, Catriona A., Adachi, Jonathan D., Berger, Claudie, Morin, Suzanne N., Goltzman, David, Cicero, Mark D.
Published in Journal of the American College of Radiology (01.04.2024)
Published in Journal of the American College of Radiology (01.04.2024)
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Journal Article
3D CT Radiomic Analysis Improves Detection of Axillary Lymph Node Metastases Compared to Conventional Features in Patients With Locally Advanced Breast Cancer
Barszczyk, Mark, Singh, Navneet, Alikhassi, Afsaneh, Van Oirschot, Matthew, Kuling, Grey, Kiss, Alex, Gandhi, Sonal, Nofech-Mozes, Sharon, Look Hong, Nicole, Bilbily, Alexander, Martel, Anne, Matsuura, Naomi, Curpen, Belinda
Published in Journal of breast imaging (30.07.2024)
Published in Journal of breast imaging (30.07.2024)
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Journal Article