Akram Belghith

Title(s)Associate Project Scientist, Ophthalmology
SchoolVc-health Sciences-schools
Address9500 Gilman Drive #
La Jolla CA 92093
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Central visual field damage in glaucoma eyes with choroidal microvasculature dropout with and without high axial myopia. Br J Ophthalmol. 2024 02 21; 108(3):372-379. Micheletti E, El-Nimri N, Nishida T, Moghimi S, Rezapour J, Fazio MA, Suh MH, Bowd C, Belghith A, Christopher M, Jonas JB, Weinreb RN, Zangwill LM. PMID: 36805846.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    2. Proactive Decision Support for Glaucoma Treatment: Predicting Surgical Interventions with Clinically Available Data. Bioengineering (Basel). 2024 Jan 30; 11(2). Christopher M, Gonzalez R, Huynh J, Walker E, Radha Saseendrakumar B, Bowd C, Belghith A, Goldbaum MH, Fazio MA, Girkin CA, De Moraes CG, Liebmann JM, Weinreb RN, Baxter SL, Zangwill LM. PMID: 38391627; PMCID: PMC10886033.
      View in: PubMed   Mentions:
    3. Deep Learning Identifies High-Quality Fundus Photographs and Increases Accuracy in Automated Primary Open Angle Glaucoma Detection. Transl Vis Sci Technol. 2024 01 02; 13(1):23. Chuter B, Huynh J, Bowd C, Walker E, Rezapour J, Brye N, Belghith A, Fazio MA, Girkin CA, De Moraes G, Liebmann JM, Weinreb RN, Zangwill LM, Christopher M. PMID: 38285462; PMCID: PMC10829806.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    4. Multimodal Deep Learning Classifier for Primary Open Angle Glaucoma Diagnosis Using Wide-Field Optic Nerve Head Cube Scans in Eyes With and Without High Myopia. J Glaucoma. 2023 10 01; 32(10):841-847. Bowd C, Belghith A, Rezapour J, Christopher M, Jonas JB, Hyman L, Fazio MA, Weinreb RN, Zangwill LM. PMID: 37523623.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCells
    5. Detecting Glaucoma from Fundus Photographs Using Deep Learning without Convolutions: Transformer for Improved Generalization. Ophthalmol Sci. 2023 Mar; 3(1):100233. Fan R, Alipour K, Bowd C, Christopher M, Brye N, Proudfoot JA, Goldbaum MH, Belghith A, Girkin CA, Fazio MA, Liebmann JM, Weinreb RN, Pazzani M, Kriegman D, Zangwill LM. PMID: 36545260; PMCID: PMC9762193.
      View in: PubMed   Mentions: 10  
    6. Comparison of Optic Disc Ovality Index and Rotation Angle Measurements in Myopic Eyes Using Photography and OCT Based Techniques. Front Med (Lausanne). 2022; 9:872658. Rezapour J, Tran AQ, Bowd C, El-Nimri NW, Belghith A, Christopher M, Brye N, Proudfoot JA, Dohleman J, Fazio MA, Jonas JB, Weinreb RN, Zangwill LM. PMID: 35814778; PMCID: PMC9263212.
      View in: PubMed   Mentions: 3  
    7. Macula structural and vascular differences in glaucoma eyes with and without high axial myopia. Br J Ophthalmol. 2023 09; 107(9):1286-1294. Rezapour J, Bowd C, Dohleman J, Belghith A, Proudfoot JA, Christopher M, Hyman L, Jonas JB, Penteado RC, Moghimi S, Hou H, El-Nimri NW, Micheletti E, Fazio MA, Weinreb RN, Zangwill LM. PMID: 35725293.
      View in: PubMed   Mentions: 1     Fields:    Translation:HumansCells
    8. Diagnostic Accuracy of Macular Thickness Map and Texture En Face Images for Detecting Glaucoma in Eyes With Axial High Myopia. Am J Ophthalmol. 2022 10; 242:26-35. Bowd C, Belghith A, Rezapour J, Christopher M, Hyman L, Jonas JB, Weinreb RN, Zangwill LM. PMID: 35513028; PMCID: PMC10970712.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCells
    9. Detecting Glaucoma in the Ocular Hypertension Study Using Deep Learning. JAMA Ophthalmol. 2022 04 01; 140(4):383-391. Fan R, Bowd C, Christopher M, Brye N, Proudfoot JA, Rezapour J, Belghith A, Goldbaum MH, Chuter B, Girkin CA, Fazio MA, Liebmann JM, Weinreb RN, Gordon MO, Kass MA, Kriegman D, Zangwill LM. PMID: 35297959; PMCID: PMC8931672.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    10. Bruch Membrane Opening Detection Accuracy in Healthy Eyes and Eyes With Glaucoma With and Without Axial High Myopia in an American and Korean Cohort. Am J Ophthalmol. 2022 05; 237:221-234. Rezapour J, Proudfoot JA, Bowd C, Dohleman J, Christopher M, Belghith A, Vega SM, Dirkes K, Suh MH, Jonas JB, Hyman L, Fazio MA, Sella R, Afshari NA, Weinreb RN, Zangwill LM. PMID: 34902327.
      View in: PubMed   Mentions: 5     Fields:    Translation:HumansCells
    11. Deep Learning Image Analysis of Optical Coherence Tomography Angiography Measured Vessel Density Improves Classification of Healthy and Glaucoma Eyes. Am J Ophthalmol. 2022 04; 236:298-308. Bowd C, Belghith A, Zangwill LM, Christopher M, Goldbaum MH, Fan R, Rezapour J, Moghimi S, Kamalipour A, Hou H, Weinreb RN. PMID: 34780803; PMCID: PMC10042115.
      View in: PubMed   Mentions: 6     Fields:    Translation:HumansCells
    12. Reply. Ophthalmology. 2022 01; 129(1):e5. Christopher M, Bowd C, Belghith A, Goldbaum MH, Weinreb RN, Fazio MA, Girkin CA, Liebmann JM, Zangwill LM. PMID: 34629192.
      View in: PubMed   Mentions:    Fields:    
    13. Estimated Utility of the Short-term Assessment of Glaucoma Progression Model in Clinical Practice. JAMA Ophthalmol. 2021 Aug 01; 139(8):839-846. Proudfoot JA, Zangwill LM, Moghimi S, Bowd C, Saunders LJ, Hou H, Belghith A, Medeiros FA, Williams-Steppe E, Acera T, Dirkes K, Weinreb R. PMID: 34110362; PMCID: PMC8193543.
      View in: PubMed   Mentions: 2     Fields:    Translation:HumansCells
    14. Individualized Glaucoma Change Detection Using Deep Learning Auto Encoder-Based Regions of Interest. Transl Vis Sci Technol. 2021 07 01; 10(8):19. Bowd C, Belghith A, Christopher M, Goldbaum MH, Fazio MA, Girkin CA, Liebmann JM, de Moraes CG, Weinreb RN, Zangwill LM. PMID: 34293095; PMCID: PMC8300051.
      View in: PubMed   Mentions: 2     Fields:    Translation:HumansCells
    15. The influence of axial myopia on optic disc characteristics of glaucoma eyes. Sci Rep. 2021 04 23; 11(1):8854. Rezapour J, Bowd C, Dohleman J, Belghith A, Proudfoot JA, Christopher M, Hyman L, Jonas JB, Fazio MA, Weinreb RN, Zangwill LM. PMID: 33893383; PMCID: PMC8065167.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    16. Deep Learning Estimation of 10-2 and 24-2 Visual Field Metrics Based on Thickness Maps from Macula OCT. Ophthalmology. 2021 11; 128(11):1534-1548. Christopher M, Bowd C, Proudfoot JA, Belghith A, Goldbaum MH, Rezapour J, Fazio MA, Girkin CA, De Moraes G, Liebmann JM, Weinreb RN, Zangwill LM. PMID: 33901527.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    17. Racial Differences in the Rate of Change in Anterior Lamina Cribrosa Surface Depth in the African Descent and Glaucoma Evaluation Study. Invest Ophthalmol Vis Sci. 2021 04 01; 62(4):12. Girkin CA, Belghith A, Bowd C, Medeiros FA, Weinreb RN, Liebmann JM, Proudfoot JA, Zangwill LM, Fazio MA. PMID: 33844828; PMCID: PMC8039570.
      View in: PubMed   Mentions: 3     Fields:    Translation:HumansCells
    18. Effects of Study Population, Labeling and Training on Glaucoma Detection Using Deep Learning Algorithms. Transl Vis Sci Technol. 2020 04; 9(2):27. Christopher M, Nakahara K, Bowd C, Proudfoot JA, Belghith A, Goldbaum MH, Rezapour J, Weinreb RN, Fazio MA, Girkin CA, Liebmann JM, De Moraes G, Murata H, Tokumo K, Shibata N, Fujino Y, Matsuura M, Kiuchi Y, Tanito M, Asaoka R, Zangwill LM. PMID: 32818088; PMCID: PMC7396194.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    19. Gradient-Boosting Classifiers Combining Vessel Density and Tissue Thickness Measurements for Classifying Early to Moderate Glaucoma. Am J Ophthalmol. 2020 09; 217:131-139. Bowd C, Belghith A, Proudfoot JA, Zangwill LM, Christopher M, Goldbaum MH, Hou H, Penteado RC, Moghimi S, Weinreb RN. PMID: 32222368; PMCID: PMC7492367.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    20. Relationship of Corneal Hysteresis and Anterior Lamina Cribrosa Displacement in Glaucoma. Am J Ophthalmol. 2020 04; 212:134-143. Wong BJ, Moghimi S, Zangwill LM, Christopher M, Belghith A, Ekici E, Bowd C, Fazio MA, Girkin CA, Weinreb RN. PMID: 31770514; PMCID: PMC7113091.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    21. Racial Differences in the Association of Anterior Lamina Cribrosa Surface Depth and Glaucoma Severity in the African Descent and Glaucoma Evaluation Study (ADAGES). Invest Ophthalmol Vis Sci. 2019 10 01; 60(13):4496-4502. Girkin CA, Fazio MA, Bowd C, Medeiros FA, Weinreb RN, Liebmann JM, Proudfoot J, Zangwill LM, Belghith A. PMID: 31661550; PMCID: PMC6819052.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    22. Deep Learning Approaches Predict Glaucomatous Visual Field Damage from OCT Optic Nerve Head En Face Images and Retinal Nerve Fiber Layer Thickness Maps. Ophthalmology. 2020 03; 127(3):346-356. Christopher M, Bowd C, Belghith A, Goldbaum MH, Weinreb RN, Fazio MA, Girkin CA, Liebmann JM, Zangwill LM. PMID: 31718841; PMCID: PMC8063221.
      View in: PubMed   Mentions: 56     Fields:    Translation:HumansCells
    23. Performance of Deep Learning Architectures and Transfer Learning for Detecting Glaucomatous Optic Neuropathy in Fundus Photographs. Sci Rep. 2018 11 12; 8(1):16685. Christopher M, Belghith A, Bowd C, Proudfoot JA, Goldbaum MH, Weinreb RN, Girkin CA, Liebmann JM, Zangwill LM. PMID: 30420630; PMCID: PMC6232132.
      View in: PubMed   Mentions: 83     Fields:    Translation:Humans
    24. Racial Differences in Rate of Change of Spectral-Domain Optical Coherence Tomography-Measured Minimum Rim Width and Retinal Nerve Fiber Layer Thickness. Am J Ophthalmol. 2018 12; 196:154-164. Bowd C, Zangwill LM, Weinreb RN, Girkin CA, Fazio MA, Liebmann JM, Belghith A. PMID: 30195890; PMCID: PMC6258318.
      View in: PubMed   Mentions: 15     Fields:    Translation:HumansCells
    25. Retinal Nerve Fiber Layer Features Identified by Unsupervised Machine Learning on Optical Coherence Tomography Scans Predict Glaucoma Progression. Invest Ophthalmol Vis Sci. 2018 06 01; 59(7):2748-2756. Christopher M, Belghith A, Weinreb RN, Bowd C, Goldbaum MH, Saunders LJ, Medeiros FA, Zangwill LM. PMID: 29860461; PMCID: PMC5983908.
      View in: PubMed   Mentions: 33     Fields:    Translation:HumansCells
    26. Automated Beta Zone Parapapillary Area Measurement to Differentiate Between Healthy and Glaucoma Eyes. Am J Ophthalmol. 2018 07; 191:140-148. Manalastas PIC, Belghith A, Weinreb RN, Jonas JB, Suh MH, Yarmohammadi A, Medeiros FA, Girkin CA, Liebmann JM, Zangwill LM. PMID: 29750949; PMCID: PMC6173207.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    27. Deep-Layer Microvasculature Dropout by Optical Coherence Tomography Angiography and Microstructure of Parapapillary Atrophy. Invest Ophthalmol Vis Sci. 2018 04 01; 59(5):1995-2004. Suh MH, Zangwill LM, Manalastas PIC, Belghith A, Yarmohammadi A, Akagi T, Diniz-Filho A, Saunders L, Weinreb RN. PMID: 29677362; PMCID: PMC5907515.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    28. A Longitudinal Analysis of Peripapillary Choroidal Thinning in Healthy and Glaucoma Subjects. Am J Ophthalmol. 2018 02; 186:89-95. Mundae RS, Zangwill LM, Kabbara SW, Hammel N, Bowd C, Medeiros FA, Girkin CA, Liebmann JM, Weinreb RN, Belghith A. PMID: 29103960; PMCID: PMC5805594.
      View in: PubMed   Mentions: 11     Fields:    Translation:HumansCells
    29. Reproducibility of Optical Coherence Tomography Angiography Macular and Optic Nerve Head Vascular Density in Glaucoma and Healthy Eyes. J Glaucoma. 2017 Oct; 26(10):851-859. Manalastas PIC, Zangwill LM, Saunders LJ, Mansouri K, Belghith A, Suh MH, Yarmohammadi A, Penteado RC, Akagi T, Shoji T, Weinreb RN. PMID: 28858159; PMCID: PMC5633505.
      View in: PubMed   Mentions: 54     Fields:    Translation:HumansCells
    30. Comparing optical coherence tomography radial and cube scan patterns for measuring Bruch's membrane opening minimum rim width (BMO-MRW) in glaucoma and healthy eyes: cross-sectional and longitudinal analysis. Br J Ophthalmol. 2018 03; 102(3):344-351. Kabbara SW, Zangwill LM, Mundae R, Hammel N, Bowd C, Medeiros FA, Weinreb RN, Belghith A. PMID: 28774935.
      View in: PubMed   Mentions: 3     Fields:    Translation:HumansCells
    31. Automated circumferential construction of first-order aqueous humor outflow pathways using spectral-domain optical coherence tomography. J Biomed Opt. 2017 06 01; 22(6):66010. Huang AS, Belghith A, Dastiridou A, Chopra V, Zangwill LM, Weinreb RN. PMID: 28617922; PMCID: PMC5472236.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    32. Comparing the Rates of Retinal Nerve Fiber Layer and Ganglion Cell-Inner Plexiform Layer Loss in Healthy Eyes and in Glaucoma Eyes. Am J Ophthalmol. 2017 Jun; 178:38-50. Hammel N, Belghith A, Weinreb RN, Medeiros FA, Mendoza N, Zangwill LM. PMID: 28315655.
      View in: PubMed   Mentions: 45     Fields:    Translation:HumansCells
    33. Estimating Optical Coherence Tomography Structural Measurement Floors to Improve Detection of Progression in Advanced Glaucoma. Am J Ophthalmol. 2017 Mar; 175:37-44. Bowd C, Zangwill LM, Weinreb RN, Medeiros FA, Belghith A. PMID: 27914978; PMCID: PMC5337134.
      View in: PubMed   Mentions: 80     Fields:    Translation:HumansCellsCTClinical Trials
    34. Deep Retinal Layer Microvasculature Dropout Detected by the Optical Coherence Tomography Angiography in Glaucoma. Ophthalmology. 2016 12; 123(12):2509-2518. Suh MH, Zangwill LM, Manalastas PI, Belghith A, Yarmohammadi A, Medeiros FA, Diniz-Filho A, Saunders LJ, Weinreb RN. PMID: 27769587; PMCID: PMC5360450.
      View in: PubMed   Mentions: 91     Fields:    Translation:HumansCells
    35. Relationship between Optical Coherence Tomography Angiography Vessel Density and Severity of Visual Field Loss in Glaucoma. Ophthalmology. 2016 12; 123(12):2498-2508. Yarmohammadi A, Zangwill LM, Diniz-Filho A, Suh MH, Yousefi S, Saunders LJ, Belghith A, Manalastas PI, Medeiros FA, Weinreb RN. PMID: 27726964; PMCID: PMC5362128.
      View in: PubMed   Mentions: 178     Fields:    Translation:HumansCells
    36. Optical Coherence Tomography Angiography Vessel Density in Glaucomatous Eyes with Focal Lamina Cribrosa Defects. Ophthalmology. 2016 11; 123(11):2309-2317. Suh MH, Zangwill LM, Manalastas PI, Belghith A, Yarmohammadi A, Medeiros FA, Diniz-Filho A, Saunders LJ, Yousefi S, Weinreb RN. PMID: 27592175; PMCID: PMC5360451.
      View in: PubMed   Mentions: 48     Fields:    Translation:HumansCellsCTClinical Trials
    37. Macular Ganglion Cell Inner Plexiform Layer Thickness in Glaucomatous Eyes with Localized Retinal Nerve Fiber Layer Defects. PLoS One. 2016; 11(8):e0160549. Zhang C, Tatham AJ, Abe RY, Hammel N, Belghith A, Weinreb RN, Medeiros FA, Liebmann JM, Girkin CA, Zangwill LM. PMID: 27537107; PMCID: PMC4990273.
      View in: PubMed   Mentions: 13     Fields:    Translation:HumansCells
    38. Optical Coherence Tomography Angiography Vessel Density in Healthy, Glaucoma Suspect, and Glaucoma Eyes. Invest Ophthalmol Vis Sci. 2016 07 01; 57(9):OCT451-9. Yarmohammadi A, Zangwill LM, Diniz-Filho A, Suh MH, Manalastas PI, Fatehee N, Yousefi S, Belghith A, Saunders LJ, Medeiros FA, Huang D, Weinreb RN. PMID: 27409505; PMCID: PMC4968912.
      View in: PubMed   Mentions: 200     Fields:    Translation:HumansCells
    39. Structural Change Can Be Detected in Advanced-Glaucoma Eyes. Invest Ophthalmol Vis Sci. 2016 07 01; 57(9):OCT511-8. Belghith A, Medeiros FA, Bowd C, Liebmann JM, Girkin CA, Weinreb RN, Zangwill LM. PMID: 27454660; PMCID: PMC4968923.
      View in: PubMed   Mentions: 32     Fields:    Translation:HumansCells
    40. Does the Location of Bruch's Membrane Opening Change Over Time? Longitudinal Analysis Using San Diego Automated Layer Segmentation Algorithm (SALSA). Invest Ophthalmol Vis Sci. 2016 Feb; 57(2):675-82. Belghith A, Bowd C, Medeiros FA, Hammel N, Yang Z, Weinreb RN, Zangwill LM. PMID: 26906156; PMCID: PMC4771177.
      View in: PubMed   Mentions: 22     Fields:    Translation:Humans
    41. Rate and Pattern of Rim Area Loss in Healthy and Progressing Glaucoma Eyes. Ophthalmology. 2016 Apr; 123(4):760-70. Hammel N, Belghith A, Bowd C, Medeiros FA, Sharpsten L, Mendoza N, Tatham AJ, Khachatryan N, Liebmann JM, Girkin CA, Weinreb RN, Zangwill LM. PMID: 26746597; PMCID: PMC4808425.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    42. Vessel Delineation in Retinal Images using Leung-Malik filters and Two Levels Hierarchical Learning. AMIA Annu Symp Proc. 2015; 2015:1140-7. Varnousfaderani ES, Yousefi S, Bowd C, Belghith A, Goldbaum MH. PMID: 26958253; PMCID: PMC4765663.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    43. Detecting glaucomatous change in visual fields: Analysis with an optimization framework. J Biomed Inform. 2015 Dec; 58:96-103. Yousefi S, Goldbaum MH, Varnousfaderani ES, Belghith A, Jung TP, Medeiros FA, Zangwill LM, Weinreb RN, Liebmann JM, Girkin CA, Bowd C. PMID: 26440445; PMCID: PMC4684767.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    44. A sustained intravitreal drug delivery system with remote real time monitoring capability. Acta Biomater. 2015 Sep; 24:309-21. Hou H, Nieto A, Belghith A, Nan K, Li Y, Freeman WR, Sailor MJ, Cheng L. PMID: 26087110; PMCID: PMC4560601.
      View in: PubMed   Mentions: 4     Fields:    Translation:Animals
    45. Learning from healthy and stable eyes: A new approach for detection of glaucomatous progression. Artif Intell Med. 2015 Jun; 64(2):105-15. Belghith A, Bowd C, Medeiros FA, Balasubramanian M, Weinreb RN, Zangwill LM. PMID: 25940856; PMCID: PMC4465989.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    46. Glaucoma progression detection using nonlocal Markov random field prior. J Med Imaging (Bellingham). 2014 Oct; 1(3):034504. Belghith A, Bowd C, Medeiros FA, Balasubramanian M, Weinreb RN, Zangwill LM. PMID: 26158069; PMCID: PMC4478777.
      View in: PubMed   Mentions: 4  
    47. A joint estimation detection of Glaucoma progression in 3D spectral domain optical coherence tomography optic nerve head images. Proc SPIE Int Soc Opt Eng. 2014 Mar 18; 9035:90350O. Belghith A, Bowd C, Weinreb RN, Zangwill LM. PMID: 25606299; PMCID: PMC4297669.
      View in: PubMed   Mentions: 4  
    48. A unified framework for glaucoma progression detection using Heidelberg Retina Tomograph images. Comput Med Imaging Graph. 2014 Jul; 38(5):411-20. Belghith A, Balasubramanian M, Bowd C, Weinreb RN, Zangwill LM. PMID: 24709053; PMCID: PMC4053521.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    49. A hierarchical framework for estimating neuroretinal rim area using 3D spectral domain optical coherence tomography (SD-OCT) optic nerve head (ONH) images of healthy and glaucoma eyes. Annu Int Conf IEEE Eng Med Biol Soc. 2014; 2014:3869-72. Belghith A, Bowd C, Weinreb RN, Zangwill LM. PMID: 25570836.
      View in: PubMed   Mentions: 11     Fields:    Translation:HumansCells
    50. Segmentation of respiratory signals by evidence theory. Annu Int Conf IEEE Eng Med Biol Soc. 2009; 2009:1905-8. Belghith A, Collet C. PMID: 19963773.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCells
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