Friday, March 8, 2024
11:30AM - 11:42AM
|
|
Z18.00001: Optical label-free determination of mitochondrial dynamics using deep learning
Neha Goswami, YoungJae Lee, Gabriel Popescu, Mark A Anastasio
|
Friday, March 8, 2024
11:42AM - 11:54AM
|
|
Z18.00002: Longitudinal Interpretability of Deep-Learning based Breast Cancer Risk Prediction Model
Zan Klanecek, Yao Kuan Wang, Tobias Wagner, Lesley Cockmartin, Nicholas Marshall, Brayden Schott, Alison Deatsch, Andrej Studen, Miloš Vrhovec, Hilde Bosmans, Robert Jeraj
|
Friday, March 8, 2024
11:54AM - 12:06PM
|
|
Z18.00003: Assessing the impact of CNN architectures for whole organ segmentation on predictive models of organ toxicity
Katja Strasek, Daniel Huff, Nežka Hribernik, Victor S Fernandes, Vincent T Ma, Zan Klanecek, Andrej Studen, Katarina Zevnik, Martina Reberšek, Robert Jeraj
|
Friday, March 8, 2024
12:06PM - 12:18PM
|
|
Z18.00004: Spatially Resolved IR Hyperspectral Imaging for Malignant Cell Detection
Proity N Akbar
|
Friday, March 8, 2024
12:18PM - 12:30PM
|
|
Z18.00005: Radiomics assisted machine learning model for predication of prostate specific antigen levels
Saad Bin Saeed Ahmed, Agha Hammad Khan, Wazir Muhammad
|
Friday, March 8, 2024
12:30PM - 12:42PM
|
|
Z18.00006: Deep learning for image analysis of breast and prostate cancer cell cultures
Aliakbar Sepehri, Ian Bergerson, Yen Lee Loh, Lucas Bierscheid, John Wilkinson
|
Friday, March 8, 2024
12:42PM - 12:54PM
|
|
Z18.00007: Structure prediction of iron hydrides across pressure range with transferable machine-learned interatomic potential
Hossein Tahmasbi, Kushal Ramakrishna, Mani Lokamani, Attila Cangi
|
Friday, March 8, 2024
12:54PM - 1:06PM
|
|
Z18.00008: Development of a Machine Learning Interatomic Potential for Uranium Nitride
Lorena Alzate-Vargas, Richard A Messerly, Roxanne M Tutchton, Kashi N Subedi, Michael Cooper, Tammie Gibson
|
Friday, March 8, 2024
1:06PM - 1:18PM
|
|
Z18.00009: Fast Generation of Ab Initio Training Data for Large-Scale Applications of Neural Network Potentials
Jaesuk Park, Feliciano Giustino
|
Friday, March 8, 2024
1:18PM - 1:30PM
|
|
Z18.00010: Graph-Transformer Model for Direct Band Structure Prediction from Crystal Structures
Weiyi Gong, Tao Sun, Hexin Bai, Jeng-Yuan Tsai, Haibin Ling, Qimin Yan
|
Friday, March 8, 2024
1:30PM - 1:42PM
|
|
Z18.00011: Global structure optimization and metastable structure enumeration using polynomial machine learning potentials
Atsuto Seko
|
Friday, March 8, 2024
1:42PM - 1:54PM
|
|
Z18.00012: Developing generalizable machine learning models using electronic structure-based features
Clara Kirkvold, Jason D Goodpaster
|
Friday, March 8, 2024
1:54PM - 2:06PM
|
|
Z18.00013: Accurate Prediction of Magnetic Properties of Permanent Magnets Using Machine Learning
Churna B Bhandari, Gavin N Nop, Durga Paudyal
|
Friday, March 8, 2024
2:06PM - 2:18PM
|
|
Z18.00014: Uncertainty Quantification for Deep Learning-based Metastatic Tumor Delineation on 68Ga-DOTATATE PET/CT Images
Brayden Schott, Victor Santoro Fernandes, Zan Klanecek, Dmitry Pinchuk, Robert Jeraj
|
