A multitask approach for automated detection and segmentation of thyroid nodules in ultrasound images
Radhachandran, Ashwath, Kinzel, Adam, Chen, Joseph, Sant, Vivek, Patel, Maitraya, Masamed, Rinat, Arnold, Corey W., Speier, William
Published in Computers in biology and medicine (01.03.2024)
Published in Computers in biology and medicine (01.03.2024)
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Journal Article
Prediction of short-term mortality in acute heart failure patients using minimal electronic health record data
Radhachandran, Ashwath, Garikipati, Anurag, Zelin, Nicole S, Pellegrini, Emily, Ghandian, Sina, Calvert, Jacob, Hoffman, Jana, Mao, Qingqing, Das, Ritankar
Published in BioData mining (31.03.2021)
Published in BioData mining (31.03.2021)
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Journal Article
A machine learning approach to predicting risk of myelodysplastic syndrome
Radhachandran, Ashwath, Garikipati, Anurag, Iqbal, Zohora, Siefkas, Anna, Barnes, Gina, Hoffman, Jana, Mao, Qingqing, Das, Ritankar
Published in Leukemia research (01.10.2021)
Published in Leukemia research (01.10.2021)
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Journal Article
Patient-level thyroid cancer classification using attention multiple instance learning on fused multi-scale ultrasound image features
Zhuang, Luoting, Ivezic, Vedrana, Feng, Jeffrey, Shen, Chushu, Radhachandran, Ashwath, Sant, Vivek, Patel, Maitraya, Masamed, Rinat, Arnold, Corey, Speier, William
Published in AMIA ... Annual Symposium proceedings (2023)
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Published in AMIA ... Annual Symposium proceedings (2023)
Journal Article
Enhancing Ultrasound Image Quality across Disease Domains: an Application of CycleGAN and Perceptual Loss (Preprint)
Athreya, Shreeram, Radhachandran, Ashwath, Ivezić, Vedrana, Sant, Vivek, Arnold, Corey W., Speier, William
Published in JMIR biomedical engineering (27.03.2024)
Published in JMIR biomedical engineering (27.03.2024)
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Journal Article
A Gradient-Boosted Decision-Tree Algorithm for the Prediction of Short-Term Mortality in Acute Heart Failure Patients
Radhachandran, Ashwath, Garikipati, Anurag, Zelin, Nicole, Pellegrini, Emily, Ghandian, Sina, Hoffman, Jana, Mao, Qingqing, Das, Ritankar
Published in Cardiovascular revascularization medicine (01.07.2021)
Published in Cardiovascular revascularization medicine (01.07.2021)
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Journal Article
From Bench-to-Bedside: How Artificial Intelligence Is Changing Thyroid Nodule Diagnostics
Sant, Vivek R, Radhachandran, Ashwath, Ivezic, Vedrana, Lee, Denise T, Livhits, Masha J, Wu, James X, Masamed, Rinat, Arnold, Corey W, Yeh, Michael W, Speier, William
Published in The journal of clinical endocrinology and metabolism (29.04.2024)
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Published in The journal of clinical endocrinology and metabolism (29.04.2024)
Journal Article
Ultrasound Image Enhancement using CycleGAN and Perceptual Loss
Athreya, Shreeram, Radhachandran, Ashwath, Ivezić, Vedrana, Sant, Vivek, Arnold, Corey W, Speier, William
Year of Publication 18.12.2023
Year of Publication 18.12.2023
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Journal Article
Reducing Overtreatment of Indeterminate Thyroid Nodules Using a Multimodal Deep Learning Model
Athreya, Shreeram, Melehy, Andrew, Suthahar, Sujit Silas Armstrong, Ivezić, Vedrana, Radhachandran, Ashwath, Sant, Vivek, Moleta, Chace, Zheng, Henry, Patel, Maitraya, Masamed, Rinat, Arnold, Corey W, Speier, William
Year of Publication 27.09.2024
Year of Publication 27.09.2024
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Journal Article
A Multitask Approach for Automated Detection and Segmentation of Thyroid Nodules in Ultrasound Images
Radhachandran, Ashwath, Kinzel, Adam, Chen, Joseph, Sant, Vivek, Patel, Maitraya, Masamed, Rinat, Arnold, Corey W, Speier, William
Published in medRxiv : the preprint server for health sciences (28.03.2023)
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Published in medRxiv : the preprint server for health sciences (28.03.2023)
Journal Article
Reducing Overtreatment of Indeterminate Thyroid Nodules Using a Multimodal Deep Learning Model
Athreya, Shreeram, Melehy, Andrew, Sujit Silas Armstrong Suthahar, Ivezić, Vedrana, Ashwath Radhachandran, Sant, Vivek, Chace Moleta, Zheng, Henry, Patel, Maitraya, Masamed, Rinat, Arnold, Corey W, Speier, William
Published in arXiv.org (27.09.2024)
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Published in arXiv.org (27.09.2024)
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