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Joseph Bae

Self Pre-Training with Masked Autoencoders for Medical Image Classification and Segmentation
2023 · Lei Zhou, Huidong Liu, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 213
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Predicting Mechanical Ventilation and Mortality in COVID-19 Using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study
2021 · Joseph Bae, Saarthak Kapse, et al. · Diagnostics · 38
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Enhancing Modality-Agnostic Representations via Meta-learning for Brain Tumor Segmentation
2023 · Aishik Konwer, Xiaoling Hu, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 33
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Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations
2022 · Aishik Konwer, Xuan Xu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 30
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Intensity-Modulated Radiotherapy for Head-and-Neck Cancer in the Community Setting
2008 · Steven Seung, Joseph Bae, et al. · International Journal of Radiation Oncology*Biology*Physics · 30
Effects of Prone Ventilation on Oxygenation, Inflammation, and Lung Infiltrates in COVID-19 Related Acute Respiratory Distress Syndrome: A Retrospective Cohort Study
2020 · Rohit Khullar, Shrey Shah, et al. · Journal of Clinical Medicine · 21
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New frontiers in domain-inspired radiomics and radiogenomics: increasing role of molecular diagnostics in CNS tumor classification and grading following WHO CNS-5 updates
2024 · Gagandeep Singh, Annie Singh, et al. · Cancer Imaging · 14
Attention-Based Multi-scale Gated Recurrent Encoder with Novel Correlation Loss for COVID-19 Progression Prediction
2021 · Aishik Konwer, Joseph Bae, et al. · Lecture notes in computer science · 8
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Clinical Landscape of COVID-19 Testing: Difficult Choices
2020 · Gandhi, Darshan, Landage, Sanskruti, et al. · arXiv (Cornell University) · 8
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Lung Swapping Autoencoder: Learning a Disentangled Structure-texture Representation of Chest Radiographs
2022 · Zhou, Lei, Bae, Joseph, et al. · arXiv (Cornell University) · 7
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Predicting COVID-19 Lung Infiltrate Progression on Chest Radiographs Using Spatio-temporal LSTM based Encoder-Decoder Network
2021 · Aishik Konwer, Joseph Bae, et al. · Medical Imaging with Deep Learning · 7
Chest Radiograph Disentanglement for COVID-19 Outcome Prediction
2021 · Lei Zhou, Joseph Bae, et al. · Lecture notes in computer science · 7
Pretreatment Spatially Aware Magnetic Resonance Imaging Radiomics Can Predict Distant Brain Metastases (DBMs) After Stereotactic Radiosurgery/Radiation Therapy (SRS/SRT)
2024 · Joseph Bae, Kartik Mani, et al. · Advances in Radiation Oncology · 5
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Spatial Radiomic Graphs for Outcome Prediction in Radiation Therapy–treated Head and Neck Squamous Cell Carcinoma Using Pretreatment CT
2025 · Joseph Bae, Kartik Mani, et al. · Radiology Imaging Cancer · 4
SAMU: An Efficient and Promptable Foundation Model for Medical Image Segmentation
2024 · Joseph Bae, Xueqi Guo, et al. · Lecture notes in computer science · 4
Digital Landscape of COVID-19 Testing: Challenges and Opportunities
2020 · Gandhi, Darshan, Sukumaran, Rohan, et al. · arXiv (Cornell University) · 4
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HoG-Net: Hierarchical Multi-organ Graph Network for Head and Neck Cancer Recurrence Prediction from CT Images
2024 · Joseph Bae, Saarthak Kapse, et al. · Lecture notes in computer science · 3
Token Sparsification for Faster Medical Image Segmentation
2023 · Lei Zhou, Huidong Liu, et al. · Lecture notes in computer science · 3
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COVID-19 Outbreak Prediction and Analysis using Self Reported Symptoms
2021 · Rohan Sukumaran, Parth Patwa, et al. · Journal of Behavioral Data Science · 2
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Magnetic Resonance Imaging Radiomic Analysis of Radiation-Induced Morphea of the Breast: A Proof-of-Concept Study
2025 · Jieying Wu, Joseph Bae, et al. · Advances in Radiation Oncology · 1
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Correction: New frontiers in domain-inspired radiomics and radiogenomics: increasing role of molecular diagnostics in CNS tumor classification and grading following WHO CNS-5 updates
2024 · Gagandeep Singh, Annie Singh, et al. · Cancer Imaging · 1
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Do Spatial-Radiomics Improve Prediction of Locoregional Recurrence Following Radiotherapy for HNSCC?
2024 · J. Bae, K.M. Mani, et al. · International Journal of Radiation Oncology*Biology*Physics · 1
1544P Pre-treatment CT radiomics predicts survival in chemo-immunotherapy-treated small cell lung cancer
2022 · J. Bae, P. Prasanna, et al. · Annals of Oncology · 1
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Pre-treatment radiomics from radiotherapy dose regions predict distant brain metastases in stereotactic radiosurgery
2022 · Joseph Bae, Renee Cattell, et al. · SPIE Medical Imaging: Physics of Medical Imaging · 1
COVID-19 Outbreak Prediction and Analysis using Self Reported Symptoms
2020 · Sukumaran, Rohan, Patwa, Parth, et al. · arXiv (Cornell University) · 1
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Works count: 30
Citation count: 447
H-index: 8
I10-index: 7
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