A DICOM Framework for Machine Learning Pipelines against Real-Time Radiology Images

Authors: Kathiravelu, Pradeeban, Sharma, Puneet, Sharma, Ashish, Banerjee, Imon, Trivedi, Hari, Purkayastha, Saptarshi, Sinha, Priyanshu, Cadrin-Chenevert, Alexandre, Safdar, Nabile, Gichoya, Judy Wawira

Source: Journal of Digital Imaging (JDI), 2021

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2004.07965

Predictive Model for Assessment of Pathological Response of Colorectal Liver Metastases to Chemotherapy from CT Images

Authors: Romero, Francisco Perdigon, Montagnon, Emmanuel, Cerny, Milena, Cadrin-Chênevert, Alexandre, Trudel, Dominique, Nguyen, Bich, Mes-Masson, Anne-Marie, Vandenbroucke, Franck, Geneviève, Soucy, Turcotte, Simon, Tang, An, Kadoury, Samuel

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/1910.04105

Upgrade Rate of Atypical Ductal Hyperplasia: Ten Years Experience and Predictive Factors

Authors: Gagnon, Nickolas, Martel, Elise, Cadrin-Chênevert, Alexandre, Ledoux, Elisabeth, Racicot, Caroline, Villiard, Roselyne

Source: In Journal of Surgical Research October 2021 266:311-318

Impact of Fasting Status on the Use of Klotho as a Biomarker

Authors: Paquette, Jean-Sébastien, Gerard, Ngueta, Djade, Codjo Djignefa, Cadrin-Chênevert, Alexandre, Martel, Elise, Boudreault, Samuel, Pelletier, Mathieu

Source: Journal of applied laboratory medicine. 6(5):1276-1280

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100128847914.0x000001&indx=1&recIds=ETOCvdc_100128847914.0x000001

Deep Learning: An Update for Radiologists

Authors: Cheng, Phillip M., Montagnon, Emmanuel, Yamashita, Rikiya, Pan, Ian, Cadrin-Chênevert, Alexandre, Romero, Francisco Perdigón, Chartrand, Gabriel, Kadoury, Samuel, Tang, An

Source: Radiographics. 41(5):1427-1445

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN627469030&indx=1&recIds=ETOCRN627469030

Radiomics analysis of baseline computed tomography to predict oncological outcomes in patients treated for resectable colorectal cancer liver metastasis.

Authors: Montagnon, Emmanuel, Cerny, Milena, Hamilton, Vincent, Derennes, Thomas, Ilinca, André, Elforaici, Mohamed El Amine, Jabbour, Gilbert, Rafie, Edmond, Wu, Anni, Perdigon Romero, Francisco, Cadrin-Chênevert, Alexandre, Kadoury, Samuel, Turcotte, Simon, Tang, An

Source: PLoS ONE; 9/11/2024, Vol. 19 Issue 9, p1-17, 17p

Subject Terms: COLORECTAL liver metastasis, RECEIVER operating characteristic curves, DISEASE risk factors, FEATURE extraction, CANCER chemotherapy, SURVIVAL analysis (Biometry)

Canadian Association of Radiologists White Paper on Artificial Intelligence in Radiology

Authors: O'Connell, Timothy, Babyn, Paul, Koff, David, Ferguson, Darren, Derkatch, Sheldon, Bilbily, Alexander, Shabana, Wael, 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

Source: In Canadian Association of Radiologists Journal May 2018 69(2):120-135

Canadian Association of Radiologists White Paper on Artificial Intelligence in Radiology

Authors: 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

Source: Canadian Association of Radiologists journal. 69(2):120-135

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100057983864.0x000001&indx=1&recIds=ETOCvdc_100057983864.0x000001

Deep learning workflow in radiology: a primer

Authors: Montagnon, Emmanuel, Cerny, Milena, Cadrin-Chênevert, Alexandre, Hamilton, Vincent, Derennes, Thomas, Ilinca, André, Vandenbroucke-Menu, Franck, Turcotte, Simon, Kadoury, Samuel, Tang, An

Source: Insights into imaging. 11(1)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100161886874.0x000001&indx=1&recIds=ETOCvdc_100161886874.0x000001

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Assessment of Radiology Artificial Intelligence Software: A Validation and Evaluation Framework.

Authors: Tanguay, William (AUTHOR), Acar, Philippe (AUTHOR), Fine, Benjamin (AUTHOR), Abdolell, Mohamed (AUTHOR), Gong, Bo (AUTHOR), Cadrin-Chênevert, Alexandre (AUTHOR), Chartrand-Lefebvre, Carl (AUTHOR), Chalaoui, Jean (AUTHOR), Gorgos, Andrei (AUTHOR), Chin, Anne Shu-Lei (AUTHOR), Prénovault, Julie (AUTHOR), Guilbert, François (AUTHOR), Létourneau-Guillon, Laurent (AUTHOR), Chong, Jaron (AUTHOR), Tang, An (AUTHOR)

Source: Canadian Association of Radiologists Journal. May2023, Vol. 74 Issue 2, p326-333. 8p.

Subjects: COMPUTER software, ARTIFICIAL intelligence, HOSPITAL radiological services, PATIENT safety