Improved subcutaneous edema segmentation on abdominal CT using a generated adipose tissue density prior

Trayes KP, Studiford JS, Pickle S, Tully AS (2013) Edema: diagnosis and management. Am Fam Physician 88(2):102–110

PubMed  Google Scholar 

Sedaghat S, Schmitz F, Meschede J, Sedaghat M (2020) Systematic analysis of post-treatment soft-tissue edema and seroma on mri in 177 sarcoma patients. Surg Oncol 35:218–223

Article  PubMed  Google Scholar 

Guo L, Fu B, Liu Y, Hao N, Ji Y, Yang H (2023) Diuretic resistance in patients with kidney disease: challenges and opportunities. Biomed Pharmacother 157:114058

Article  CAS  PubMed  Google Scholar 

Clark AL, Cleland JG (2013) Causes and treatment of oedema in patients with heart failure. Nat Rev Cardiol 10:156–170

Article  PubMed  Google Scholar 

Losowasky MS, Scott BB (1973) Ascites and oedema in liver disease. BMJ 3(5875):336–338

Article  Google Scholar 

Atsukawa M, Tsubota A, Takaguchi K et al (2020) Analysis of factors associated with the prognosis of cirrhotic patients who were treated with tolvaptan for hepatic edema. J Gastroenterol Hepatol 35(7):1229–1237

Article  CAS  PubMed  Google Scholar 

Nagase K, Watanabe T, Nomura A, Nagase FN, Iwasaki K, Nakamura Y, Ikai H, Yamamoto M, Murai Y, Yokoyama-Kokuryo W, Takizawa N, Shimizu H, Fujita Y (2023) Predictive correction of serum sodium concentration with formulas derived from the edelman equation in patients with severe hyponatremia. Sci Rep 13:1783

Article  CAS  PubMed  PubMed Central  Google Scholar 

Oppelaar JJ, Vuurboom MD, Wenstedt EFE, van Ittersum FJ, Vogt L, Engberink RHGO (2022) Reconsidering the edelman equation: impact of plasma sodium concentration, edema and body weight. Eur J Intern Med 100:94–101

Article  CAS  PubMed  Google Scholar 

Konstam MA, Gheorghiade M, Burnett JC, Grinfeld L, Maggioni AP, Swedberg K, Udelson JE, Zannad F, Cook T, Ouyang J, Zimmer C, Orlandi C (2007) Effects of oral tolvaptan in patients hospitalized for worsening heart failure. JAMA 297(12):1319–1331

Article  CAS  PubMed  Google Scholar 

Sullivan DH, Johnson LE, Dennis RA, Roberson PK, Garner KK, Padala PR, Padala KP, Bopp MM (2013) Nutrient intake, peripheral edema, and weight change in elderly recuperative care patients. J Gerontol Ser A 68(6):712–718

Article  CAS  Google Scholar 

Shields BA, Fossati SO, Cole RE, Kieffer AJ, Vega SJ, Aden JK, Williams AM, Cancio LC (2023) Adjusting body weight for edema in severely burned patients. Burns 49(3):562–565

Author: Details withheld to preserve blind review (2023)

Grainger AT, Krishnaraj A, Quinones MH, Tustison NJ, Epstein S, Fuller D, Jha A, Allman K, Shi W (2021) Deep learning-based quantification of abdominal subcutaneous and visceral fat volume on ct images. Acad Radiol 28(11):1481–1487

Article  PubMed  Google Scholar 

Weston AD, Korfiatis P, Kline TL, Philbrick KA, Kostandy P, Sakinis T, Sugimoto M, Takahashi N, Erickson BJ (2021) Automated abdominal segmentation of ct scans for body composition analysis using deep learning. Radiology 290(3):669–679

Article  Google Scholar 

Khanna A, Londhe ND, Gupta A, Semwal A (2020) A deep residual u-net convolutional neural network for automated lung segmentation in computed tomography images. Biocybern Biomed Eng 40(3):1314–1327

Article  Google Scholar 

Nowak S, Faron A, Luetkens JA, Geißler HL, Praktiknjo M, Block W, Thomas D, Sprinkart AM (2020) Fully automated segmentation of connective tissue compartments for ct-based body composition analysis: A deep learning approach. Invest Radiol 55(6):357–366

Article  CAS  PubMed  Google Scholar 

Liu J, Shafaat O, Summers RM (2022) Development of multiscale 3D residual U-net to segment edematous adipose tissue by leveraging annotations from non-edematous adipose tissue. Paper presented at the 18th International Symposium on Medical Information Processing and Analysis, Valparaiso, Chile, 9–11 November

Chan T, Vese L (2001) Active contours without edges. IEEE Trans Image Process 10:266–277

Article  CAS  PubMed  Google Scholar 

Isola P, Zhu J, Zhou T, Efros AA (2017) Image-to-image translation with conditional adversarial networks. Paper presented at the 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, 21–26 July

Sethian JA (1999) Level set methods and fast marching methods: evolving interfaces in computation-al geometry, fluid mechanics, computer vision, and materials science. Cambridge University Press, Cambridge. Chap. 12–13, , pp 200–239

Burns JE, Yao J, Chalhoub D, Chen JJ, Summers RM (2020) A machine learning algorithm to estimate sarcopenia on abdominal ct. Acad Radiol 27(3):311–320

Article  PubMed  Google Scholar 

Yushkevich PA, Piven J, Cody Hazlett H, Gimpel Smith R, Ho S, Gee JC, Gerig G (2006) User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability. Neuroimage 31(3):1116–1128

Article  PubMed  Google Scholar 

Smith PC, Tweddell JS, Bessey PQ (1992) Alternative approaches to abdominal wound closure in severely injured patients with massive visceral edema. J Trauma: Injury Infecti Crit Care 32(1):16–20

Article  CAS  Google Scholar 

Shimizu A, Kawai M, Hirono S, Okada K-I, Miyazawa M, Kitahata Y, Ueno M, Hayami S, Miyamoto A, Kimoto Y, Shimokawa T, Yamaue H (2018) Postoperative visceral tissue edema assessed by computed tomography is a predictor for severe complications after pancreaticoduodenectomy. J Gastrointest Surg 22:77–87

Article  PubMed  Google Scholar 

Dopierala C, Guméry PY, Frikha MR, Thiebault JJ, Junot S, Defaye P, Carabelli A, Tuvignon P, Rémond D, Hermet J, Cohade B, Basrour S, Cinquin P, Boucher F (2020) A new gastric impedancemeter for detecting the development of a visceral edema: a proof-of-concept study on an experimental endotoxemic shock. Paper presented at the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 20–24 July

Yao J, Bliton J, Summers RM (2015) Automatic segmentation and measurement of pleural effusions on ct. IEEE Trans Biomed Eng 60(7):1834–1840

Shields BA, Fossati SO, Cole RE, Kieffer AJ, Vega SJ, Aden JK, Williams AM, Cancio LC (2023) Adjusting body weight for edema in severely burned patients. Burns 49(3):562–565

Nag MK, Liu J, Shin SY, Hou B, Liu L, Pickhardt PJ, Lee J-M, Summers RM (2023) Improved ascites segmentation with bladder identification using anatomical location residual U-net. Paper presented at the Medical Imaging 2023: Computer-Aided Diagnosis, 1246517, San Diego, California, USA, 19–23 February

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