D134. Application of Machine Learning to Predict Breast Cancer Related-lymphedema Development by Erin J. Kim, BA, Enoch Chung, MD, Bernard T. Lee, MD, MBA, MPH, Dhruv Singhal, MD

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National perioperative outcomes of flap coverage for pressure ulcers from 2005 to 2015 using American College of Surgeons National Surgical Quality Improvement Program by Bao Ngoc N. Tran, Austin D. Chen, Parisa Kamali, Dhruv Singhal, Bernard T. Lee, Eugene Y. Fukudome

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Hand/Wrist Dye Injections Afford Improved Lymphatic Channel Selection for Immediate Lymphatic Reconstruction by Fanning James E., B.S., Rosie Friedman, B.S., Mohamed E. Ismail Aly, M.D., Dhruv Singhal, M.D.

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Edematous Dermal Thickening on Magnetic Resonance Imaging as a Biomarker for Lymphatic Surgical Outcomes by JacqueLyn R. Kinney, Sara Babapour, Erin Kim, Rosie Friedman, Dhruv Singhal, Bernard T. Lee, Leo L. Tsai

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D128. Collateralization of Forearm Lymphatic Drainage is afforded by a Long-Bundle Lateral Upper Arm Pathway: Novel Insights from Combined ICG Lymphography and Lymphoscintigraphy by James E Fanning, BS, Rosie Friedman, BS, Aaron Fleishman, MPH, Yuma Fuse, MD, Kevin Donohoe, MD, Dhruv Singhal, MD

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Abstract QS48: Quantifying Lymphatic Contraction Using ICG Lymphography: A Novel Approach to Lymphedema Assessment by Bao Ngoc Tran, MD, Echoe Bouta, PHD, Bernard Lee, MD, MPH, MBA, Timothy Padera, PhD, Dhruv Singhal, MD

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A multiresolution approach with method-informed statistical analysis for quantifying lymphatic pumping dynamics by Mohammad S. Razavi, Katarina J. Ruscic, Elizabeth G. Korn, Marla Marquez, Timothy T. Houle, Dhruv Singhal, Lance L. Munn, Timothy P. Padera

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SP08. Quantifying Radiation at the Site of Immediate Lymphatic Reconstruction by Rosie Friedman, BS, Daphna Y. Spiegel, MD, MS, Jacquelyn R. Kinney, BA, Bernard T. Lee, MD, MPH, MBA, Abram Recht, MD, Dhruv Singhal, MD

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Development of an Educational Program for Medical Students Without Home Residency Programs to “Explore Plastic Surgery” by Rosie Friedman, Abra Shen, MD, Erin Kim, Mahsa Taskindoust, MD, Ashley Boustany, MD, Dhruv Singhal, MD, Samuel Lin, MD, Bernard Lee, MD, MBA, MPH

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Power-assisted Liposuction for Lymphedema: A Cost-utility Analysis by Joshua A. Bloom, MD, Melisa Granoff, BA, Tobias Karlsson, MD, Arin K. Greene, MD, MMSc, Håkan Brorson, MD, PhD, Abhishek Chatterjee, MD, MBA, Dhruv Singhal, MD

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SP44. Refining A Large Animal Model Assessing Real-time Lymphatic Function: Getting Closer to Clinical Translation by Valeria P. Bustos, MD, MSc, Rosie Friedman, BS, Jason Dinh, BSc, Hajin Joanne Kim, BA, Rita Laurence, BS, Satoshi Kashiwagi, MD, PhD, Bernard T. Lee, MD, MBA, MPH, Hak Soo Choi, PhD, Dhruv Singhal, MD

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A Cost–Utility Analysis of the Use of −125 mm Hg Closed-incision Negative Pressure Therapy in Oncoplastic Breast Surgery by Joshua A. Bloom, MD, Carly Wareham, MD, Elsa Chahine, MD, Dhruv Singhal, MD, Samuel J. Lin, MD, MBA, Bernard T. Lee, MD, MBA, MPH, Salvatore Nardello, DO, Christopher Homsy, MD, Sarah M. Persing, MD, MPH, Abhishek Chatterjee, MD, MBA, FACS

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Mapping the lymphatic system across body scales and expertise domains: A report from the 2021 National Heart, Lung, and Blood Institute workshop at the Boston Lymphatic Symposium by Dhruv Singhal, Katy Börner, Elliot L. Chaikof, Michael Detmar, Maija Hollmén, Jeffrey J. Iliff, Maxim Itkin, Taija Makinen, Guillermo Oliver, Timothy P. Padera, Ellen M. Quardokus, Andrea J. Radtke, Hiroo Suami, Griffin M. Weber, Ilsa I. Rovira, Selen C. Muratoglu, Zorina S. Galis

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