Wednesday, March 16, 2022
3:00PM - 3:36PM
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Q29.00001: The use of deep learning with neuroimaging for diagnosing and monitoring disease
Invited Speaker:
Alison Deatsch
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Wednesday, March 16, 2022
3:36PM - 3:48PM
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Q29.00002: Uncertainty Estimation for Deep Learning-based image segmentation via Monte Carlo test-time dropout: Application on pectoral muscle segmentation from Full Field Digital Mammography images
Zan Klanecek, Lesley Cockmartin, Kristijana Hertl, Daniel Huff, Katja Jarm, Mateja Krajc, Nicholas Marshall, Andrej Studen, Milos Vrhovec, Tobias Wagner, Yao Kuan Wang, Hilde Bosmans, Robert Jeraj
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Wednesday, March 16, 2022
3:48PM - 4:00PM
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Q29.00003: Analysis of skin hyperspectral images by machine learning methods
Matija Milanic, Teo Manojlovic, Tadej Tomanic, Ivan Stajduhar
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Wednesday, March 16, 2022
4:00PM - 4:12PM
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Q29.00004: Improved Biexponential Decay Parameter Estimation from Input-Layer Regularization of a Neural Network
Richard G Spencer, Jonathan L Palumbo, Michael Rozowski, Chuan Bi, Wojciech Czaja, Jay Bisen
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Wednesday, March 16, 2022
4:12PM - 4:24PM
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Q29.00005: Breaking the CRLB Barrier: Decreasing Mean Squared Error in Parameter Estimation Through Introduction of Regularization Bias
Richard G Spencer, Ryan Neff, Chuan Bi, Radu Balan, Zezheng Song
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Wednesday, March 16, 2022
4:24PM - 4:36PM
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Q29.00006: Radiomics based predication of radiation induced xerostomia for head and neck cancer patients
Saad Bin Saeed Ahmed
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Wednesday, March 16, 2022
4:36PM - 4:48PM
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Q29.00007: On the use of Image Texture in Medical Data Science
Mini Das, Diego Andrade
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Wednesday, March 16, 2022
4:48PM - 5:00PM
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Q29.00008: Disease related metabolic patterns as imaging biomarkers for multiple system atrophy and progressive supranuclear palsy
Eva Rebec, Petra Tomse, Andrej Studen, Matej Perovnik, Urban Simoncic, Maja Trost
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Wednesday, March 16, 2022
5:00PM - 5:12PM
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Q29.00009: Effect of image resolution on the diagnostic performance of disease-related patterns derived from brain FDG-PET images
Urban Simoncic, Tadej Tomanic, Eva Rebec, Maja Trost
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Wednesday, March 16, 2022
5:12PM - 5:24PM
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Q29.00010: Improvement of a Radiomics Based Automated Breast Density Algorithm Evaluated on a Time Series of Mammograms
Andrej Studen, Zan Klanecek, Mateja Krajc, Milos Vrhovec, Kristijana Hertl, Robert Jeraj, Katja Jarm, Luka Premoša, Jan Štefanič
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Wednesday, March 16, 2022
5:24PM - 5:36PM
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Q29.00011: Automatic Prescription Anomaly Detection Tool Assisting Peer Review Chart Rounds in Radiotherapy
Qiongge Li, Jean Wright, Russell Hales, Todd McNutt, Ranh Voong
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Wednesday, March 16, 2022
5:36PM - 5:48PM
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Q29.00012: Solution to a Mathematical Model of Cheyne-Stokes Breathing
John B Delos
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Wednesday, March 16, 2022
5:48PM - 6:00PM
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Q29.00013: Statistical parametric mapping on physiological maps of human hands with arthritic joints
Luka Rogelj, Tadej Tomanič, Matija Milanic, Urban Simoncic
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