Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation

Authors: Deshpande, Tanvi, Prakash, Eva, Ross, Elsie Gyang, Langlotz, Curtis, Ng, Andrew, Valanarasu, Jeya Maria Jose

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2404.17033

Medicare Patients with Symptomatic Carotid Disease Requiring Carotid Revascularization are Likely to Have Delayed Access: An Analysis of a Multicenter Surgical Data

Authors: Willie-Permor, Daniel, Straus, Sabrina, Sendek, Gabriela, Moghaddam, Marjan, Zarrintan, Sina, Ross, Elsie Gyang, Malas, Mahmoud ^∗

Source: In Annals of Vascular Surgery March 2025 112:41-48

Evaluating prediction model performance

Authors: Cabot, John H., Ross, Elsie Gyang

Source: Surgery. 174(3):723-726

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100194947157.0x000001&indx=1&recIds=ETOCvdc_100194947157.0x000001

2022 ACC/AHA guideline for the diagnosis and management of aortic disease: A report of the American Heart Association/American College of Cardiology Joint Committee on Clinical Practice Guidelines

Authors: Isselbacher, Eric M., Preventza, Ourania, Hamilton Black, James, III, Augoustides, John G., Beck, Adam W., Bolen, Michael A., Braverman, Alan C., Bray, Bruce E., Brown-Zimmerman, Maya M., Chen, Edward P., Collins, Tyrone J., DeAnda, Abe, Jr., Fanola, Christina L., Girardi, Leonard N., Hicks, Caitlin W., Hui, Dawn S., Schuyler Jones, William, Kalahasti, Vidyasagar, Kim, Karen M., Milewicz, Dianna M., Oderich, Gustavo S., Ogbechie, Laura, Promes, Susan B., Ross, Elsie Gyang, Schermerhorn, Marc L., Singleton Times, Sabrina, Tseng, Elaine E., Wang, Grace J., Woo, Y. Joseph, Faxon, David P., Upchurch, Gilbert R., Jr, Aday, Aaron W., Azizzadeh, Ali, Boisen, Michael, Hawkins, Beau, Kramer, Christopher M., Luc, Jessica G.Y., MacGillivray, Thomas E., Malaisrie, S. Christopher, Osteen, Kathryn, Patel, Himanshu J., Patel, Parag J., Popescu, Wanda M., Rodriguez, Evelio, Sorber, Rebecca, Tsao, Philip S., Santos Volgman, Annabelle, Beckman, Joshua A., Otto, Catherine M., O'Gara, Patrick T., Armbruster, Anastasia, Birtcher, Kim K., de las Fuentes, Lisa, Deswal, Anita, Dixon, Dave L., Gorenek, Bulent, Haynes, Norrisa, Hernandez, Adrian F., Joglar, José A., Jones, W. Schuyler, Mark, Daniel, Mukherjee, Debabrata, Palaniappan, Latha, Piano, Mariann R., Rab, Tanveer, Spatz, Erica S., Tamis-Holland, Jacqueline E.

Source: In The Journal of Thoracic and Cardiovascular Surgery November 2023 166(5):e182-e331

2022 ACC/AHA Guideline for the Diagnosis and Management of Aortic Disease

Authors: Isselbacher, Eric M., Preventza, Ourania, Hamilton Black III, James, Augoustides, John G., Beck, Adam W., Bolen, Michael A., Braverman, Alan C., Bray, Bruce E., Brown-Zimmerman, Maya M., Chen, Edward P., Collins, Tyrone J., DeAnda, Abe, Fanola, Christina L., Girardi, Leonard N., Hicks, Caitlin W., Hui, Dawn S., Jones, William Schuyler, Kalahasti, Vidyasagar, Kim, Karen M., Milewicz, Dianna M., Oderich, Gustavo S., Ogbechie, Laura, Promes, Susan B., Ross, Elsie Gyang, Schermerhorn, Marc L., Times, Sabrina Singleton, Tseng, Elaine E., Wang, Grace J., Woo, Y. Joseph

Source: Journal of the American College of Cardiology. 80(24):e223-e393

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100178906730.0x000001&indx=1&recIds=ETOCvdc_100178906730.0x000001

Disparities in peripheral artery disease care: A review and call for action

Authors: Demsas, Falen, Joiner, Malachi M., Telma, Kate, Flores, Alyssa M., Teklu, Semhar, Ross, Elsie Gyang

Source: Seminars in vascular surgery. 35(2):141-154

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100164892491.0x000001&indx=1&recIds=ETOCvdc_100164892491.0x000001

Leveraging Machine Learning and Artificial Intelligence to Improve Peripheral Artery Disease Detection, Treatment, and Outcomes

Authors: Flores, Alyssa M., Demsas, Falen, Leeper, Nicholas J., Ross, Elsie Gyang

Source: Circulation research. 128(12):1833-1850

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100190155207.0x000001&indx=1&recIds=ETOCvdc_100190155207.0x000001

Clinical use of polygenic risk scores for detection of peripheral artery disease and cardiovascular events.

Authors: Omiye, Jesutofunmi A., Ghanzouri, Ilies, Lopez, Ivan, Wang, Fudi, Cabot, John, Amal, Saeed, Ye, Jianqin, Lopez, Nicolas Gabriel, Adebayo-Tijani, Faatihat, Ross, Elsie Gyang

Source: PLoS ONE; 5/17/2024, Vol. 19 Issue 5, p1-14, 14p

Subject Terms: PERIPHERAL vascular diseases, MACHINE learning, CARDIOVASCULAR diseases, DECISION making

The Promise and Challenge of Induced Pluripotent Stem Cells for Cardiovascular Applications

Authors: Youssef, Amr A., Ross, Elsie Gyang, Bolli, Roberto, Pepine, Carl J., Leeper, Nicholas J., Yang, Phillip C.

Source: In JACC: Basic to Translational Science October 2016 1(6):510-523

Evaluation of regional variations in length of stay after elective, uncomplicated carotid endarterectomy in North America

Authors: Ross, Elsie Gyang, Mell, Matthew W.

Source: Journal of vascular surgery. 71(2):536-544.e7

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100097629528.0x000001&indx=1&recIds=ETOCvdc_100097629528.0x000001

Development of a polygenic risk score to improve detection of peripheral artery disease.

Authors: Wang, Fudi, Ghanzouri, Ilies, Leeper, Nicholas J, Tsao, Philip S, Ross, Elsie Gyang

Source: Vascular Medicine; Jun2022, Vol. 27 Issue 3, p219-227, 9p

Subject Terms: DISEASE risk factors, PERIPHERAL vascular diseases, MONOGENIC & polygenic inheritance (Genetics), GENOME-wide association studies, CONGESTIVE heart failure, CEREBROVASCULAR disease

Geographic Terms: UNITED Kingdom

Statin Intensity or Achieved LDL? Practice-based Evidence for the Evaluation of New Cholesterol Treatment Guidelines.

Authors: Ross, Elsie Gyang¹, Shah, Nigam² nigam@stanford.edu, Leeper, Nicholas¹ nleeper@stanford.edu

Source: PLoS ONE. 5/26/2016, Vol. 11 Issue 5, p1-16. 16p.

Subject Terms: *STATINS (Cardiovascular agents), *CHOLESTEROL, *ELECTRONIC health records, *SELECTION bias (Statistics), *DEMOGRAPHY, *CLINICAL trials, *THERAPEUTICS

Company/Entity: AMERICAN College of Cardiology

Predicting Future Cardiovascular Events in Patients With Peripheral Artery Disease Using Electronic Health Record Data

Authors: Ross, Elsie Gyang, Jung, Kenneth, Dudley, Joel T., Li, Li, Leeper, Nicholas J., Shah, Nigam H.

Source: Circulation.Cardiovascular quality & outcomes. 12(3):e004741-e004741

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100178556650.0x000001&indx=1&recIds=ETOCvdc_100178556650.0x000001

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US National Trends in Vascular Surgical Practice During the COVID-19 Pandemic.

Authors: Ho, Vy Thuy, Eberhard, Anne V., Asch, Steven M., Leeper, Nicholas J., Fukaya, Eri, Arya, Shipra, Ross, Elsie Gyang

Source: JAMA Surgery; Jul2021, Vol. 156 Issue 7, p681-683, 3p

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