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Deep residual learning for compressed sensing MRI
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), 2017, p.15-18
2017
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Attention-Based Deep Multiple Instance Learning with Adaptive Instance Sampling
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, p.1-5
2022
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Chest pathology detection using deep learning with non-medical training
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 2015, p.294-297
2015
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Accelerating magnetic resonance imaging via deep learning
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, Vol.2016, p.514-517
2016
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Self-Supervised Physics-Based Deep Learning MRI Reconstruction Without Fully-Sampled Data
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020, p.921-925
2020
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MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, p.191-195
2021
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Residual and plain convolutional neural networks for 3D brain MRI classification
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), 2017, p.835-838
2017
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Compressed online dictionary learning for fast resting-state fMRI decomposition
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.1282-1285
2016
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Contrasting Axial T2W MRI for Prostate Cancer Triage: A Self-Supervised Learning Approach
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, p.1-5
2022
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Cross-Level Contrastive Learning and Consistency Constraint for Semi-Supervised Medical Image Segmentation
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, p.1-5
2022
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Semi-supervised learning for pelvic MR image segmentation based on multi-task residual fully convolutional networks
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018, Vol.2018, p.885-888
2018
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Semi-Supervised Learning for Cervical Precancer Detection
2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), 2021, p.202-206
2021
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Liver Fibrosis And NAS Scoring From CT Images Using Self-Supervised Learning And Texture Encoding
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, p.1553-1557
2021
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Seq2seq Fingerprint: An Unsupervised Deep Molecular Embedding for Drug Discovery
Proceedings of the 8th ACM International Conference on bioinformatics, computational biology,and health informatics, 2017, p.285-294
2017
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Learning with Less Data Via Weakly Labeled Patch Classification in Digital Pathology
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020, p.471-475
2020
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Multi-Task Learning with Context-Oriented Self-Attention for Breast Ultrasound Image Classification and Segmentation
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, p.1-5
2022
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An efficient 3D deep convolutional network for Alzheimer's disease diagnosis using MR images
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018, p.149-153
2018
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Unsupervised Anomaly Detection In Digital Pathology Using GANs
2021 IEEE 18th International Symposium On Biomedical Imaging (ISBI), 2021, p.1878-1882
2021
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Reciprocal Learning for Semi-supervised Segmentation
Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, p.352-361
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Detection of age-related macular degeneration via deep learning
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.184-188
2016
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Knowledge transfer for melanoma screening with deep learning
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), 2017, p.297-300
2017
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RADnet: Radiologist level accuracy using deep learning for hemorrhage detection in CT scans
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018, p.281-284
2018
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Federated Alternate Training (Fat): Leveraging Unannotated Data Silos in Federated Segmentation for Medical Imaging
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023, p.1-5
2023
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Weakly Supervised Learning For Cell Recognition In Immunohistochemical Cytoplasm Staining Images
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, p.1-5
2022
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A Comparative Study of Fairness in Medical Machine Learning
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023, p.1-5
2023
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