Hasil Pencarian - Jayashree Kalpathy‐Cramer

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  1. 1
    Risk stratification with explainable machine learning for 30-day procedure-related mortality and 30-day unplanned readmission in patients with peripheral arterial disease.

    Risk stratification with explainable machine learning for 30-day procedure-related mortality and 30-day unplanned readmission in patients with peripheral arterial disease. oleh Meredith Cox, J C Panagides, Azadeh Tabari, Sanjeeva Kalva, Jayashree Kalpathy-Cramer, Dania Daye

    Diterbitkan 2022-01-01
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  2. 2
    Risk stratification with explainable machine learning for 30-day procedure-related mortality and 30-day unplanned readmission in patients with peripheral arterial disease

    Risk stratification with explainable machine learning for 30-day procedure-related mortality and 30-day unplanned readmission in patients with peripheral arterial disease oleh Meredith Cox, J. C. Panagides, Azadeh Tabari, Sanjeeva Kalva, Jayashree Kalpathy-Cramer, Dania Daye

    Diterbitkan 2022-01-01
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  3. 3
    Exercise‐induced calf muscle hyperemia: Rapid mapping of magnetic resonance imaging using deep learning approach

    Exercise‐induced calf muscle hyperemia: Rapid mapping of magnetic resonance imaging using deep learning approach oleh Jeff L. Zhang, Christopher C. Conlin, Xiaowan Li, Gwenael Layec, Ken Chang, Jayashree Kalpathy‐Cramer, Vivian S. Lee

    Diterbitkan 2020-08-01
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  4. 4
    Improving the repeatability of deep learning models with Monte Carlo dropout

    Improving the repeatability of deep learning models with Monte Carlo dropout oleh Andreanne Lemay, Katharina Hoebel, Christopher P. Bridge, Brian Befano, Silvia De Sanjosé, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer

    Diterbitkan 2022-11-01
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  5. 5
    Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement

    Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement oleh Anusua Trivedi, Caleb Robinson, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta, Rahul Dodhia, Pavan K. Bhatraju, W. Conrad Liles, Jayashree Kalpathy-Cramer, Aaron Y. Lee, Juan M. Lavista Ferres

    Diterbitkan 2022-01-01
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  6. 6
    Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement.

    Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement. oleh Anusua Trivedi, Caleb Robinson, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta, Rahul Dodhia, Pavan K Bhatraju, W Conrad Liles, Jayashree Kalpathy-Cramer, Aaron Y Lee, Juan M Lavista Ferres

    Diterbitkan 2022-01-01
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  7. 7
    Repeatability of Cerebral Perfusion Using Dynamic Susceptibility Contrast MRI in Glioblastoma Patients

    Repeatability of Cerebral Perfusion Using Dynamic Susceptibility Contrast MRI in Glioblastoma Patients oleh Kourosh Jafari-Khouzani, Kyrre E. Emblem, Jayashree Kalpathy-Cramer, Atle Bjørnerud, Mark G. Vangel, Elizabeth R. Gerstner, Kathleen M. Schmainda, Kamran Paynabar, Ona Wu, Patrick Y. Wen, Tracy Batchelor, Bruce Rosen, Steven M. Stufflebeam

    Diterbitkan 2015-06-01
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  8. 8
    Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging

    Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging oleh Matthew D. Li, Ken Chang, Ben Bearce, Connie Y. Chang, Ambrose J. Huang, J. Peter Campbell, James M. Brown, Praveer Singh, Katharina V. Hoebel, Deniz Erdoğmuş, Stratis Ioannidis, William E. Palmer, Michael F. Chiang, Jayashree Kalpathy-Cramer

    Diterbitkan 2020-03-01
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  9. 9
    Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence

    Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence oleh Aaron S. Coyner, PhD, Jimmy S. Chen, MD, Ken Chang, PhD, Praveer Singh, PhD, Susan Ostmo, MS, R. V. Paul Chan, MD, MSc, Michael F. Chiang, MD, MA, Jayashree Kalpathy-Cramer, PhD, J. Peter Campbell, MD, MPH

    Diterbitkan 2022-06-01
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  10. 10
    Methods for Segmentation and Classification of Digital Microscopy Tissue Images

    Methods for Segmentation and Classification of Digital Microscopy Tissue Images oleh Quoc Dang Vu, Simon Graham, Tahsin Kurc, Minh Nguyen Nhat To, Muhammad Shaban, Talha Qaiser, Navid Alemi Koohbanani, Syed Ali Khurram, Jayashree Kalpathy-Cramer, Tianhao Zhao, Tianhao Zhao, Rajarsi Gupta, Rajarsi Gupta, Jin Tae Kwak, Nasir Rajpoot, Joel Saltz, Keyvan Farahani

    Diterbitkan 2019-04-01
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  11. 11
    Deepfakes in Ophthalmology

    Deepfakes in Ophthalmology oleh Jimmy S. Chen, MD, Aaron S. Coyner, PhD, R.V. Paul Chan, MD, M. Elizabeth Hartnett, MD, Darius M. Moshfeghi, MD, Leah A. Owen, MD, PhD, Jayashree Kalpathy-Cramer, PhD, Michael F. Chiang, MD, MA, J. Peter Campbell, MD, MPH

    Diterbitkan 2021-12-01
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  12. 12
    Reproducible and clinically translatable deep neural networks for cervical screening

    Reproducible and clinically translatable deep neural networks for cervical screening oleh Syed Rakin Ahmed, Brian Befano, Andreanne Lemay, Didem Egemen, Ana Cecilia Rodriguez, Sandeep Angara, Kanan Desai, Jose Jeronimo, Sameer Antani, Nicole Campos, Federica Inturrisi, Rebecca Perkins, Aimee Kreimer, Nicolas Wentzensen, Rolando Herrero, Marta del Pino, Wim Quint, Silvia de Sanjose, Mark Schiffman, Jayashree Kalpathy-Cramer

    Diterbitkan 2023-12-01
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  13. 13
    Design of the HPV-automated visual evaluation (PAVE) study: Validating a novel cervical screening strategy

    Design of the HPV-automated visual evaluation (PAVE) study: Validating a novel cervical screening strategy oleh Silvia de Sanjosé, Rebecca B Perkins, Nicole Campos, Federica Inturrisi, Didem Egemen, Brian Befano, Ana Cecilia Rodriguez, Jose Jerónimo, Li C Cheung, Kanan Desai, Paul Han, Akiva P Novetsky, Abigail Ukwuani, Jenna Marcus, Syed Rakin Ahmed, Nicolas Wentzensen, Jayashree Kalpathy-Cramer, Mark Schiffman, On behalf of the PAVE Study Group

    Diterbitkan 2024-01-01
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  14. 14
    Hematopoietic stem-cell gene therapy is associated with restored white matter microvascular function in cerebral adrenoleukodystrophy

    Hematopoietic stem-cell gene therapy is associated with restored white matter microvascular function in cerebral adrenoleukodystrophy oleh Arne Lauer, Samantha L. Speroni, Myoung Choi, Xiao Da, Christine Duncan, Siobhan McCarthy, Vijai Krishnan, Cole A. Lusk, David Rohde, Mikkel Bo Hansen, Jayashree Kalpathy-Cramer, Daniel J. Loes, Paul A. Caruso, David A. Williams, Kim Mouridsen, Kyrre E. Emblem, Florian S. Eichler, Patricia L. Musolino

    Diterbitkan 2023-04-01
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  15. 15
    DeepStrain: A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics

    DeepStrain: A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics oleh Manuel A. Morales, Manuel A. Morales, Maaike van den Boomen, Maaike van den Boomen, Maaike van den Boomen, Christopher Nguyen, Christopher Nguyen, Jayashree Kalpathy-Cramer, Bruce R. Rosen, Bruce R. Rosen, Collin M. Stultz, Collin M. Stultz, Collin M. Stultz, David Izquierdo-Garcia, David Izquierdo-Garcia, Ciprian Catana

    Diterbitkan 2021-09-01
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  16. 16
    Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels

    Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels oleh Adam Hanif, MD, İlkay Yıldız, PhD, Peng Tian, PhD, Beyza Kalkanlı, BS, Deniz Erdoğmuş, PhD, Stratis Ioannidis, PhD, Jennifer Dy, PhD, Jayashree Kalpathy-Cramer, PhD, Susan Ostmo, MS, Karyn Jonas, BSN, R. V. Paul Chan, MD, MBA, Michael F. Chiang, MD, J. Peter Campbell, MD, MPH

    Diterbitkan 2022-06-01
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  17. 17
    Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity

    Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity oleh Wei-Chun Lin, MD, PhD, Brian K. Jordan, MD, PhD, Brian Scottoline, MD, PhD, Susan R. Ostmo, MS, Aaron S. Coyner, PhD, Praveer Singh, PhD, Jayashree Kalpathy-Cramer, PhD, Deniz Erdogmus, PhD, R.V. Paul Chan, MD, MSc, Michael F. Chiang, MD, J. Peter Campbell, MD, MPH

    Diterbitkan 2024-03-01
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  18. 18
    Prolonged Intubation in Patients With Prior Cerebrovascular Disease and COVID-19

    Prolonged Intubation in Patients With Prior Cerebrovascular Disease and COVID-19 oleh Shibani S. Mukerji, Shibani S. Mukerji, Sudeshna Das, Sudeshna Das, Haitham Alabsi, Haitham Alabsi, Haitham Alabsi, Laura N. Brenner, Laura N. Brenner, Aayushee Jain, Aayushee Jain, Colin Magdamo, Sarah I. Collens, Elissa Ye, Kiana Keller, Christine L. Boutros, Michael J. Leone, Amy Newhouse, Amy Newhouse, Amy Newhouse, Brody Foy, Brody Foy, Matthew D. Li, Matthew D. Li, Min Lang, Melis N. Anahtar, Yu-Ping Shao, Wendong Ge, Haoqi Sun, Haoqi Sun, Haoqi Sun, Virginia A. Triant, Virginia A. Triant, Virginia A. Triant, Virginia A. Triant, Jayashree Kalpathy-Cramer, Jayashree Kalpathy-Cramer, John Higgins, John Higgins, Jonathan Rosand, Jonathan Rosand, Jonathan Rosand, Gregory K. Robbins, Gregory K. Robbins, M. Brandon Westover, M. Brandon Westover, M. Brandon Westover, M. Brandon Westover

    Diterbitkan 2021-04-01
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  19. 19
    Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches

    Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches oleh Tahsin Kurc, Spyridon Bakas, Spyridon Bakas, Spyridon Bakas, Xuhua Ren, Aditya Bagari, Alexandre Momeni, Yue Huang, Lichi Zhang, Ashish Kumar, Marc Thibault, Qi Qi, Qian Wang, Avinash Kori, Olivier Gevaert, Yunlong Zhang, Dinggang Shen, Dinggang Shen, Mahendra Khened, Xinghao Ding, Ganapathy Krishnamurthi, Jayashree Kalpathy-Cramer, James Davis, Tianhao Zhao, Rajarsi Gupta, Rajarsi Gupta, Joel Saltz, Keyvan Farahani

    Diterbitkan 2020-02-01
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  20. 20
    A prospective in silico analysis of interdisciplinary and interobserver spatial variability in post-operative target delineation of high-risk oral cavity cancers: Does physician specialty matter?

    A prospective in silico analysis of interdisciplinary and interobserver spatial variability in post-operative target delineation of high-risk oral cavity cancers: Does physician sp... oleh Sweet Ping Ng, Brandon A. Dyer, Jayashree Kalpathy-Cramer, Abdallah Sherif Radwan Mohamed, Musaddiq J. Awan, G. Brandon Gunn, Jack Phan, Mark Zafereo, J. Matthew Debnam, Carol M. Lewis, Rivka R. Colen, Michael E. Kupferman, Nandita Guha-Thakurta, Guadalupe Canahuate, G. Elisabeta Marai, David Vock, Bronwyn Hamilton, John Holland, Carlos E. Cardenas, Stephen Lai, David Rosenthal, Clifton David Fuller

    Diterbitkan 2018-08-01
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