Fractional-pixel CO2 laser therapy shows promise for treating the genitourinary syndrome of menopause (GSM). Nevertheless, it remains controversial in the field of female pelvic medicine. This is due to the inherent difficulties in obtaining noninvasive biopsies to evaluate the treatment's efficacy and safety objectively. To address this challenge, we developed a noninvasive intravaginal optical coherence tomography (OCT)/OCT angiography (OCTA) endoscopic system, whose probe features a shape identical to the laser treatment probe. This system can provide high-resolution OCT images to identify the microstructure of vaginal tissue and visualize the vasculature network in vivo. We conducted clinical research on 25 post-menopausal patients with GSM. OCT/OCTA scans were acquired at four different locations of the vagina (distal anterior, distal posterior, proximal anterior, and proximal posterior) during the whole laser treatment session. A U-Net deep learning model was applied to segment the vaginal epithelium for assessing vaginal epithelial thickness (VET). Blood vessel density and VET were quantified to monitor the efficacy of fractional-pixel CO2 laser therapy. Statistical correlation analyses between these metrics and other clinical scores were conducted, validating the utility of our system. This OCT/OCTA endoscopic system has great potential to serve as a noninvasive biopsy tool in gynecological studies to screen, evaluate, and guide laser treatment for GSM.
机构:
Northwestern Univ, Biomed Engn, Evanston, IL USANorthwestern Univ, Biomed Engn, Evanston, IL USA
Liu, Wenzhong
Yi, Ji
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Northwestern Univ, Biomed Engn, Evanston, IL USANorthwestern Univ, Biomed Engn, Evanston, IL USA
Yi, Ji
Shah, Ronil S.
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Northwestern Univ, Dept Ophthalmol, Evanston, IL USANorthwestern Univ, Biomed Engn, Evanston, IL USA
Shah, Ronil S.
Soetikno, Brian
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Northwestern Univ, Feinberg Sch Med, Evanston, IL USANorthwestern Univ, Biomed Engn, Evanston, IL USA
Soetikno, Brian
Fawzi, Amani A.
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Northwestern Univ, Feinberg Sch Med, Evanston, IL USANorthwestern Univ, Biomed Engn, Evanston, IL USA
Fawzi, Amani A.
Zhang, Hao F.
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Northwestern Univ, Biomed Engn, Evanston, IL USA
Northwestern Univ, Dept Ophthalmol, Evanston, IL USANorthwestern Univ, Biomed Engn, Evanston, IL USA
机构:
Northwestern Univ, Biomed Engn, Chicago, IL 60611 USA
Northwestern Univ, Ophthalmol, Chicago, IL 60611 USANorthwestern Univ, Biomed Engn, Chicago, IL 60611 USA
Soetikno, Brian
Shu, Xiao
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Northwestern Univ, Biomed Engn, Chicago, IL 60611 USANorthwestern Univ, Biomed Engn, Chicago, IL 60611 USA
Shu, Xiao
Liu, Qi
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Northwestern Univ, Biomed Engn, Chicago, IL 60611 USANorthwestern Univ, Biomed Engn, Chicago, IL 60611 USA
Liu, Qi
Liu, Wenzhong
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Northwestern Univ, Biomed Engn, Chicago, IL 60611 USANorthwestern Univ, Biomed Engn, Chicago, IL 60611 USA
Liu, Wenzhong
Chen, Siyu
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Northwestern Univ, Biomed Engn, Chicago, IL 60611 USANorthwestern Univ, Biomed Engn, Chicago, IL 60611 USA
Chen, Siyu
Beckmann, Lisa
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机构:
Northwestern Univ, Biomed Engn, Chicago, IL 60611 USANorthwestern Univ, Biomed Engn, Chicago, IL 60611 USA
Beckmann, Lisa
Fawzi, Amani A.
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Ophthalmol, Chicago, IL 60611 USANorthwestern Univ, Biomed Engn, Chicago, IL 60611 USA
Fawzi, Amani A.
Zhang, Hao F.
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h-index: 0
机构:
Northwestern Univ, Biomed Engn, Chicago, IL 60611 USANorthwestern Univ, Biomed Engn, Chicago, IL 60611 USA
机构:
Med Univ Vienna, Ctr Med Phys & Biomed Engn, CD Lab OPTRAMED, Vienna, AustriaMed Univ Vienna, Ctr Med Phys & Biomed Engn, CD Lab OPTRAMED, Vienna, Austria
机构:
New York Eye & Ear Infirm Mt Sinai, Dept Ophthalmol, 310 East 14th St, New York, NY 10003 USANew York Eye & Ear Infirm Mt Sinai, Dept Ophthalmol, 310 East 14th St, New York, NY 10003 USA
Wilkins, Carl S.
Andrade Romo, Jorge S.
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New York Eye & Ear Infirm Mt Sinai, Dept Ophthalmol, 310 East 14th St, New York, NY 10003 USANew York Eye & Ear Infirm Mt Sinai, Dept Ophthalmol, 310 East 14th St, New York, NY 10003 USA
Andrade Romo, Jorge S.
Chui, Toco Y. P.
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机构:
New York Eye & Ear Infirm Mt Sinai, Dept Ophthalmol, 310 East 14th St, New York, NY 10003 USANew York Eye & Ear Infirm Mt Sinai, Dept Ophthalmol, 310 East 14th St, New York, NY 10003 USA
Chui, Toco Y. P.
Rosen, Richard B.
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机构:
New York Eye & Ear Infirm Mt Sinai, Dept Ophthalmol, 310 East 14th St, New York, NY 10003 USANew York Eye & Ear Infirm Mt Sinai, Dept Ophthalmol, 310 East 14th St, New York, NY 10003 USA
Rosen, Richard B.
Llop, Stephanie
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New York Eye & Ear Infirm Mt Sinai, Dept Ophthalmol, 310 East 14th St, New York, NY 10003 USANew York Eye & Ear Infirm Mt Sinai, Dept Ophthalmol, 310 East 14th St, New York, NY 10003 USA
机构:
Korea Res Inst Stand & Sci, Safety Measurement Inst, 267 Gajeong Ro, Daejeon 34113, South Korea
Korea Univ Sci & Technol, Dept Med Phys, 217 Gajeong Ro, Daejeon 34113, South KoreaKorea Res Inst Stand & Sci, Safety Measurement Inst, 267 Gajeong Ro, Daejeon 34113, South Korea
Lee, Hyunji
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机构:
Lee, Sang-Won
Samiudin, Nafra M.
论文数: 0引用数: 0
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机构:
Korea Res Inst Stand & Sci, Safety Measurement Inst, 267 Gajeong Ro, Daejeon 34113, South Korea
Korea Univ Sci & Technol, Dept Med Phys, 217 Gajeong Ro, Daejeon 34113, South KoreaKorea Res Inst Stand & Sci, Safety Measurement Inst, 267 Gajeong Ro, Daejeon 34113, South Korea
Samiudin, Nafra M.
Doh, Il
论文数: 0引用数: 0
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机构:
Korea Res Inst Stand & Sci, Safety Measurement Inst, 267 Gajeong Ro, Daejeon 34113, South Korea
Korea Univ Sci & Technol, Dept Med Phys, 217 Gajeong Ro, Daejeon 34113, South KoreaKorea Res Inst Stand & Sci, Safety Measurement Inst, 267 Gajeong Ro, Daejeon 34113, South Korea
Doh, Il
DESIGN AND QUALITY FOR BIOMEDICAL TECHNOLOGIES XIV,
2021,
11633
机构:
Bradford Teaching Hosp, Ophthalmol, Bradford, W Yorkshire, EnglandBradford Teaching Hosp, Ophthalmol, Bradford, W Yorkshire, England
Fulcher, Corinne
Sivaprasad, Sobha
论文数: 0引用数: 0
h-index: 0
机构:
NIHR Moorfields Biomed Res Ctr, London, EnglandBradford Teaching Hosp, Ophthalmol, Bradford, W Yorkshire, England
Sivaprasad, Sobha
Balaskas, Konstantinos
论文数: 0引用数: 0
h-index: 0
机构:
NIHR Moorfields Biomed Res Ctr, London, EnglandBradford Teaching Hosp, Ophthalmol, Bradford, W Yorkshire, England
Balaskas, Konstantinos
Gale, Richard Peter
论文数: 0引用数: 0
h-index: 0
机构:
York Teaching Hosp, York, N Yorkshire, England
Univ York, York, N Yorkshire, EnglandBradford Teaching Hosp, Ophthalmol, Bradford, W Yorkshire, England
Gale, Richard Peter
De Salvo, Gabriella
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp Southampton, Southampton, Hants, EnglandBradford Teaching Hosp, Ophthalmol, Bradford, W Yorkshire, England
De Salvo, Gabriella
Talks, James S.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Victoria Infirm, Newcastle, EnglandBradford Teaching Hosp, Ophthalmol, Bradford, W Yorkshire, England
Talks, James S.
Lotery, Andrew
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h-index: 0
机构:
Univ Hosp Southampton, Southampton, Hants, EnglandBradford Teaching Hosp, Ophthalmol, Bradford, W Yorkshire, England
Lotery, Andrew
Pearce, Ian A.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Liverpool Univ Hosp, St Pauls Eye Unit, Liverpool, Merseyside, EnglandBradford Teaching Hosp, Ophthalmol, Bradford, W Yorkshire, England