Evaluation of a convolutional neural network for ovarian tumor differentiation based on magnetic resonance imaging
Wang, Robin, Cai, Yeyu, Lee, Iris K., Hu, Rong, Purkayastha, Subhanik, Pan, Ian, Yi, Thomas, Tran, Thi My Linh, Lu, Shaolei, Liu, Tao, Chang, Ken, Huang, Raymond Y., Zhang, Paul J., Zhang, Zishu, Xiao, Enhua, Wu, Jing, Bai, Harrison X.
Published in European radiology (01.07.2021)
Published in European radiology (01.07.2021)
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Journal Article
Differentiation of low and high grade renal cell carcinoma on routine MRI with an externally validated automatic machine learning algorithm
Purkayastha, Subhanik, Zhao, Yijun, Wu, Jing, Hu, Rong, McGirr, Aidan, Singh, Sukhdeep, Chang, Ken, Huang, Raymond Y., Zhang, Paul J., Silva, Alvin, Soulen, Michael C., Stavropoulos, S. William, Zhang, Zishu, Bai, Harrison X.
Published in Scientific reports (11.11.2020)
Published in Scientific reports (11.11.2020)
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Journal Article
Correction to: Evaluation of a convolutional neural network for ovarian tumor differentiation based on magnetic resonance imaging
Wang, Robin, Cai, Yeyu, Lee, Iris K., Hu, Rong, Purkayastha, Subhanik, Pan, Ian, Yi, Thomas, Tran, Thi My Linh, Lu, Shaolei, Liu, Tao, Chang, Ken, Huang, Raymond Y., Zhang, Paul J., Zhang, Zishu, Xiao, Enhua, Wu, Jing, Bai, Harrison X.
Published in European radiology (01.11.2021)
Published in European radiology (01.11.2021)
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Journal Article
Preoperative prediction of the stage, size, grade, and necrosis score in clear cell renal cell carcinoma using MRI-based radiomics
Choi, Ji Whae, Hu, Rong, Zhao, Yijun, Purkayastha, Subhanik, Wu, Jing, McGirr, Aidan J., Stavropoulos, S. William, Silva, Alvin C., Soulen, Michael C., Palmer, Matthew B., Zhang, Paul J. L., Zhu, Chengzhang, Ahn, Sun Ho, Bai, Harrison X.
Published in Abdominal imaging (01.06.2021)
Published in Abdominal imaging (01.06.2021)
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Journal Article
Machine Learning-Based Prediction of COVID-19 Severity and Progression to Critical Illness Using CT Imaging and Clinical Data
Purkayastha, Subhanik, Xiao, Yanhe, Jiao, Zhicheng, Thepumnoeysuk, Rujapa, Halsey, Kasey, Wu, Jing, Tran, Thi My Linh, Hsieh, Ben, Choi, Ji Whae, Wang, Dongcui, Vallières, Martin, Wang, Robin, Collins, Scott, Feng, Xue, Feldman, Michael, Zhang, Paul J, Atalay, Michael, Sebro, Ronnie, Yang, Li, Fan, Yong, Liao, Wei Hua, Bai, Harrison X
Published in Korean journal of radiology (01.07.2021)
Published in Korean journal of radiology (01.07.2021)
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Journal Article
Cross-sectional survey of treatments and outcomes among injured adult patients in Kigali, Rwanda
Bilal, Saadiyah, Nzabandora, Jean Paul, Uwamahoro, Doris Lorette, Meisner, Lars, Purkayastha, Subhanik, Aluisio, Adam R.
Published in African Journal of Emergency Medicine (01.06.2021)
Published in African Journal of Emergency Medicine (01.06.2021)
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Journal Article
Machine Learning-Based Prediction of COVID-19 Severity and Progression to Critical Illness Using CT Imaging and Clinical Data
Subhanik Purkayastha, Yanhe Xiao, Zhicheng Jiao, Rujapa Thepumnoeysuk, Kasey Halsey, Jing Wu, Thi My Linh Tran, Ben Hsieh, Ji Whae Choi, Dongcui Wang, Martin Vallieres, Robin Wang, Scott Collins, Xue Feng, Michael Feldman, Paul J. Zhang, Michael Atalay, Ronnie Sebro, Li Yang, Yong Fan, Wei-hua Liao, Harrison X. Bai
Published in Korean journal of radiology (2021)
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Published in Korean journal of radiology (2021)
Journal Article
Racial Disparities in Cost and Non-Cost Barriers to Care: An Analysis of the All of Us Survey
Ying, Xiaohan, Zhang, Ruina, Purkayastha, Subhanik, Ng, Nicole, Rosenblatt, Russell, Lucero, Catherine, Jesudian, Arun
Published in Journal of general internal medicine : JGIM (01.11.2024)
Published in Journal of general internal medicine : JGIM (01.11.2024)
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Journal Article
Deep Learning to Distinguish Benign from Malignant Renal Lesions Based on Routine MR Imaging
Xi, Ianto Lin, Zhao, Yijun, Wang, Robin, Chang, Marcello, Purkayastha, Subhanik, Chang, Ken, Huang, Raymond Y, Silva, Alvin C, Vallières, Martin, Habibollahi, Peiman, Fan, Yong, Zou, Beiji, Gade, Terence P, Zhang, Paul J, Soulen, Michael C, Zhang, Zishu, Bai, Harrison X, Stavropoulos, S William
Published in Clinical cancer research (15.04.2020)
Published in Clinical cancer research (15.04.2020)
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Journal Article
Trends in Industry Payments to Cardiologists From 2014 to 2019
Zhang, Ruina, Purkayastha, Subhanik, Ying, Xiaohan, Kahn, Peter A, Zhang, Ruimin, Li, Sunnie, Qu, Veronica, Kini, Vinay
Published in Circulation Cardiovascular quality and outcomes (01.05.2023)
Published in Circulation Cardiovascular quality and outcomes (01.05.2023)
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Journal Article
PO-05-162 HIGH PREVALENCE OF VARIANTS IN CARDIOMYOPATHY-ASSOCIATED GENES AMONG PATIENTS WITH SUSPECTED INHERITED ARRHYTHMIAS: INSIGHTS FROM A SINGLE INSTITUTION WHOLE GENOME SEQUENCING STUDY COHORT
Purkayastha, Subhanik, Chen, Hannah, Glum, Heather, Reynolds, Dolores, Collins, Penn, Qu, Veronica, Liu, Christopher F., Markowitz, Steven M., Thomas, George, Ip, James E., Lerman, Bruce B., Pitt, Geoffrey S., Elemento, Olivier, Cheung, Jim W.
Published in Heart rhythm (01.05.2023)
Published in Heart rhythm (01.05.2023)
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Journal Article
PO-04-155 CATHETER POSITIONAL INSTABILITY PREDICTS ATRIAL FIBRILLATION RECURRENCE: FOLLOW-UP ANALYSIS OF MULTICENTER APNEIC OXYGENATION VERSUS CONVENTIONAL VENTILATION DURING PULMONARY VEIN ISOLATION STUDY
Malkani, Kabir, Gabriels, James K., Purkayastha, Subhanik, Zhang, Ruina, Ying, Xiaohan, Collins, G. Penn, Maizes, Danielle, Parker, Melissa, Braunstein, Eric D., Liu, Christopher F., Markowitz, Steven M., Mountantonakis, Stavros, Thomas, George, Goldner, Bruce G., Willner, Jonathan, Goyal, Rajat, Ip, James E., Lerman, Bruce B., Carter, Jane, Bereanda, Nicola, Fitzgerald, Meghann, Anca, Diana, Patel, Apoor, Cheung, Jim W.
Published in Heart rhythm (01.05.2024)
Published in Heart rhythm (01.05.2024)
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Journal Article
Digital Reimbursement Systems in a Student-Run Clinic
Nilchian, Parsa, Purkayastha, Subhanik, Thomas, Gianni, Curtis, Kaya L, Roszkowska, Natalia, Benitez, Elizabeth K, Merlinsky, Tiffany, Farid, Michael, Nicol, Cecilia E W, Batavia, Ashita S, Charney, Pamela
Published in Journal of community health (26.08.2024)
Published in Journal of community health (26.08.2024)
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Journal Article
PO-709-01 COMPARISON OF CATHETER STABILITY AND PROCEDURAL OUTCOMES OF PULMONARY VEIN ISOLATION UNDER PROLONGED APNEA VERSUS STANDARD VENTILATION
Gabriels, James K., Ying, Xiaohan, Purkayastha, Subhanik, Braunstein, Eric D., Liu, Christopher F., Markowitz, Steven M., Mountantonakis, Stavros, Thomas, George, Willner, Jonathan, Goldner, Bruce G., Ip, James E., Lerman, Bruce B., Fitzgerald, Meghann, Anca, Diana, Patel, Apoor, Cheung, Jim W.
Published in Heart rhythm (01.05.2022)
Published in Heart rhythm (01.05.2022)
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Journal Article
Evolutionary Strategies AI Addresses Multiple Technical Challenges in Deep Learning Deployment: Proof-of-Principle Demonstration for Neuroblastoma Brain Metastasis Detection
Purkayastha, Subhanik, Shalu, Hrithwik, Gutman, David, Holodny, Andrei, Modak, Shakeel, Basu, Ellen, Kushner, Brian, Kramer, Kim, Haque, Sofia, Stember, Joseph N
Published in Journal of imaging informatics in medicine (17.06.2024)
Published in Journal of imaging informatics in medicine (17.06.2024)
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Journal Article
Safety and Efficacy of a Novel Approach to Pulmonary Vein Isolation Using Prolonged Apneic Oxygenation
Gabriels, James K., Ying, Xiaohan, Purkayastha, Subhanik, Braunstein, Eric, Liu, Christopher F., Markowitz, Steven M., Mountantonakis, Stavros, Thomas, George, Goldner, Bruce, Willner, Jonathan, Goyal, Rajat, Ip, James E., Lerman, Bruce B., Carter, Jane, Bereanda, Nicola, Fitzgerald, Meghann M., Anca, Diana, Patel, Apoor, Cheung, Jim W.
Published in JACC. Clinical electrophysiology (01.04.2023)
Published in JACC. Clinical electrophysiology (01.04.2023)
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Journal Article
Deep neuroevolution for limited, heterogeneous data: proof-of-concept application to Neuroblastoma brain metastasis using a small virtual pooled image collection
Purkayastha, Subhanik, Shalu, Hrithwik, Gutman, David, Modak, Shakeel, Basu, Ellen, Kushner, Brian, Kramer, Kim, Haque, Sofia, Stember, Joseph
Year of Publication 26.11.2022
Year of Publication 26.11.2022
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Journal Article
Deep neuroevolution for limited, heterogeneous data: proof-of-concept application to Neuroblastoma brain metastasis using a small virtual pooled image collection
Purkayastha, Subhanik, Hrithwik Shalu, Gutman, David, Modak, Shakeel, Basu, Ellen, Kushner, Brian, Kramer, Kim, Haque, Sofia, Stember, Joseph
Published in arXiv.org (26.11.2022)
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Published in arXiv.org (26.11.2022)
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