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2020 – today
- 2024
[c10]Zhengbo Zhou, Dooman Arefan, Margarita L. Zuley, Degan Hao, Jules H. Sumkin, Shandong Wu:
Knowledge-Guided Multi-Task Learning for Breast Cancer Diagnosis Using Longitudinal Mammogram Images. ISBI 2024: 1-5- [i7]Degan Hao, Dooman Arefan, Margarita L. Zuley, Wendie A. Berg, Shandong Wu:
Adversarially Robust Feature Learning for Breast Cancer Diagnosis. CoRR abs/2402.08768 (2024) - 2023
- [c9]Zhengbo Zhou, Jun Luo, Dooman Arefan, Gene Kitamura, Shandong Wu:
Human Not in the Loop: Objective Sample Difficulty Measures for Curriculum Learning. ISBI 2023: 1-5 - [c8]Saba Dadsetan, Marcio Albers, Allison Weinstock, Volker Musahl, Gene Kitamura, Dooman Arefan, Shandong Wu:
Anterior cruciate ligament classification in knee MRI using automated pseudo-masking. Medical Imaging: Computer-Aided Diagnosis 2023 - [c7]Long Gao, Chang Liu, Dooman Arefan, Ashok Panigrahy, Margarita L. Zuley, Shandong Wu:
Medical knowledge-guided deep learning for mammographic breast density classification. Medical Imaging: Computer-Aided Diagnosis 2023 - [i6]Zhengbo Zhou, Jun Luo, Dooman Arefan, Gene Kitamura, Shandong Wu:
Human not in the loop: objective sample difficulty measures for Curriculum Learning. CoRR abs/2302.01243 (2023) - 2022
- [j5]Degan Hao
, Maaz Ahsan, Tariq Salim, Andres Duarte-Rojo, Dadashzadeh Esmaeel, Yudong Zhang, Dooman Arefan, Shandong Wu:
A self-training teacher-student model with an automatic label grader for abdominal skeletal muscle segmentation. Artif. Intell. Medicine 132: 102366 (2022) - [j4]Degan Hao, Qiong Li, Qiuxia Feng, Liang Qi, Xisheng Liu, Dooman Arefan, Yu-Dong Zhang, Shandong Wu:
SurvivalCNN: A deep learning-based method for gastric cancer survival prediction using radiological imaging data and clinicopathological variables. Artif. Intell. Medicine 134: 102424 (2022) - [j3]Lu Yang, Long Gao, Dooman Arefan, Yuchuan Tan, Hanli Dan, Jiuquan Zhang:
A CT-based radiomics model for predicting renal capsule invasion in renal cell carcinoma. BMC Medical Imaging 22(1): 15 (2022) - [j2]Saba Dadsetan, Dooman Arefan, Wendie A. Berg, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu:
Deep learning of longitudinal mammogram examinations for breast cancer risk prediction. Pattern Recognit. 132: 108919 (2022) - [c6]Jun Luo, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu:
Deep curriculum learning in task space for multi-class based mammography diagnosis. Medical Imaging: Computer-Aided Diagnosis 2022 - [c5]Degan Hao, Dooman Arefan, Shandong Wu:
Incorporate radiograph-reading behavior and knowledge into deep reinforcement learning for lesion localization. Medical Imaging: Computer-Aided Diagnosis 2022 - 2021
- [c4]Jun Luo, Gene Kitamura, Emine Doganay, Dooman Arefan, Shandong Wu:
Medical knowledge-guided deep curriculum learning for elbow fracture diagnosis from x-ray images. Medical Imaging: Computer-Aided Diagnosis 2021 - [c3]Giacomo Nebbia, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu:
Multi-task learning to incorporate clinical knowledge into deep learning for breast cancer diagnosis. Medical Imaging: Computer-Aided Diagnosis 2021 - [c2]Jun Luo, Gene Kitamura, Dooman Arefan, Emine Doganay, Ashok Panigrahy, Shandong Wu:
Knowledge-Guided Multiview Deep Curriculum Learning for Elbow Fracture Classification. MLMI@MICCAI 2021: 555-564 - [c1]Giacomo Nebbia, Saba Dadsetan, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Heng Huang, Shandong Wu:
Radiomics-Informed Deep Curriculum Learning for Breast Cancer Diagnosis. MICCAI (5) 2021: 634-643 - [i5]Jun Luo, Gene Kitamura, Emine Doganay, Dooman Arefan, Shandong Wu:
Medical Knowledge-Guided Deep Curriculum Learning for Elbow Fracture Diagnosis from X-Ray Images. CoRR abs/2110.10381 (2021) - [i4]Jun Luo, Gene Kitamura, Dooman Arefan, Emine Doganay, Ashok Panigrahy, Shandong Wu:
Knowledge-Guided Multiview Deep Curriculum Learning for Elbow Fracture Classification. CoRR abs/2110.10383 (2021) - [i3]Jun Luo, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Shandong Wu:
Deep Curriculum Learning in Task Space for Multi-Class Based Mammography Diagnosis. CoRR abs/2110.11320 (2021) - [i2]Long Gao, Chang Liu, Dooman Arefan, Ashok Panigrahy, Shandong Wu:
Constrained Deep One-Class Feature Learning For Classifying Imbalanced Medical Images. CoRR abs/2111.10610 (2021) - [i1]Long Gao, Chang Liu, Dooman Arefan, Ashok Panigrahy, Margarita L. Zuley, Shandong Wu:
Medical Knowledge-Guided Deep Learning for Imbalanced Medical Image Classification. CoRR abs/2111.10620 (2021) - 2020
- [j1]Giacomo Nebbia, Qian Zhang, Dooman Arefan, Xinxiang Zhao, Shandong Wu:
Pre-operative Microvascular Invasion Prediction Using Multi-parametric Liver MRI Radiomics. J. Digit. Imaging 33(6): 1376-1386 (2020)
Coauthor Index
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last updated on 2024-09-09 01:13 CEST by the dblp team
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