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Multimodal model integrating ultrasound and demographic data for the diagnosis of knee osteoarthritis.

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Title: Multimodal model integrating ultrasound and demographic data for the diagnosis of knee osteoarthritis.
Authors: Kiso T; Department of Radiology, Medical Corporation Seireikai Tachikawa Memorial Hospital, 2-12-14 Yakumo, Kasama, Ibaraki, 309-1611, Japan. rms5641@yahoo.co.jp.; Graduate School of Medical Sciences, Suzuka University, 1001-1, Kishioka- cho, Suzuka-shi, Mie, 510-0293, Japan. rms5641@yahoo.co.jp., Okada Y; Graduate School of Medical Sciences, Suzuka University, 1001-1, Kishioka- cho, Suzuka-shi, Mie, 510-0293, Japan.; Division of Radiation Oncology, Department of Clinical Medicine, Tokyo Medical University Hospital, 6-7-1 Nishi-Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan., Kawata S; Department of Radiology, Faculty of Medical and Health Sciences, Tsukuba International University, 6-20-1 Manabe, Tsuchiura-shi, Ibaraki, 300-0051, Japan.; Postdoctoral Program, Graduate School of Health Sciences, Kyorin University, 5-4-1 Shimorenjaku, Mitaka-shi, Tokyo, 181-8612, Japan., Shichiji K; Department of Radiology, Medical Corporation Seireikai Tachikawa Memorial Hospital, 2-12-14 Yakumo, Kasama, Ibaraki, 309-1611, Japan., Okumura E; Department of Radiology, Faculty of Medical and Health Sciences, Tsukuba International University, 6-20-1 Manabe, Tsuchiura-shi, Ibaraki, 300-0051, Japan., Hatsumi N; Department of Radiology, Medical Corporation Seireikai Tachikawa Memorial Hospital, 2-12-14 Yakumo, Kasama, Ibaraki, 309-1611, Japan., Matsuura R; Department of Radiology, Medical Corporation Seireikai Tachikawa Memorial Hospital, 2-12-14 Yakumo, Kasama, Ibaraki, 309-1611, Japan., Kaminaga M; Department of Radiology, Medical Corporation Seireikai Tachikawa Memorial Hospital, 2-12-14 Yakumo, Kasama, Ibaraki, 309-1611, Japan., Kuwano H; Department of Radiology, Medical Corporation Seireikai Tachikawa Memorial Hospital, 2-12-14 Yakumo, Kasama, Ibaraki, 309-1611, Japan., Okumura E; Graduate School of Medical Sciences, Suzuka University, 1001-1, Kishioka- cho, Suzuka-shi, Mie, 510-0293, Japan.; Department of Radiology, Tsukuba Medical Center Hospital, 1-3-1 Amakubo, Tsukuba City, Ibaraki, 305-8558, Japan., Nonoura N; Graduate School of Medical Sciences, Suzuka University, 1001-1, Kishioka- cho, Suzuka-shi, Mie, 510-0293, Japan.; Department of Radiological Technology, Saitama Municipal Hospital, 2460 Mimuro, Saitama-shi, Saitama, 336-8522, Japan.
Source: BMC medical imaging [BMC Med Imaging] 2026 Apr 02; Vol. 26 (1). Date of Electronic Publication: 2026 Apr 02.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968553 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2342 (Electronic) Linking ISSN: 14712342 NLM ISO Abbreviation: BMC Med Imaging Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Multimodal model integrating ultrasound and demographic data for the diagnosis of knee osteoarthritis.
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  Data: <searchLink fieldCode="AU" term="%22Kiso+T%22">Kiso T</searchLink>; Department of Radiology, Medical Corporation Seireikai Tachikawa Memorial Hospital, 2-12-14 Yakumo, Kasama, Ibaraki, 309-1611, Japan. rms5641@yahoo.co.jp.; Graduate School of Medical Sciences, Suzuka University, 1001-1, Kishioka- cho, Suzuka-shi, Mie, 510-0293, Japan. rms5641@yahoo.co.jp.<br /><searchLink fieldCode="AU" term="%22Okada+Y%22">Okada Y</searchLink>; Graduate School of Medical Sciences, Suzuka University, 1001-1, Kishioka- cho, Suzuka-shi, Mie, 510-0293, Japan.; Division of Radiation Oncology, Department of Clinical Medicine, Tokyo Medical University Hospital, 6-7-1 Nishi-Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan.<br /><searchLink fieldCode="AU" term="%22Kawata+S%22">Kawata S</searchLink>; Department of Radiology, Faculty of Medical and Health Sciences, Tsukuba International University, 6-20-1 Manabe, Tsuchiura-shi, Ibaraki, 300-0051, Japan.; Postdoctoral Program, Graduate School of Health Sciences, Kyorin University, 5-4-1 Shimorenjaku, Mitaka-shi, Tokyo, 181-8612, Japan.<br /><searchLink fieldCode="AU" term="%22Shichiji+K%22">Shichiji K</searchLink>; Department of Radiology, Medical Corporation Seireikai Tachikawa Memorial Hospital, 2-12-14 Yakumo, Kasama, Ibaraki, 309-1611, Japan.<br /><searchLink fieldCode="AU" term="%22Okumura+E%22">Okumura E</searchLink>; Department of Radiology, Faculty of Medical and Health Sciences, Tsukuba International University, 6-20-1 Manabe, Tsuchiura-shi, Ibaraki, 300-0051, Japan.<br /><searchLink fieldCode="AU" term="%22Hatsumi+N%22">Hatsumi N</searchLink>; Department of Radiology, Medical Corporation Seireikai Tachikawa Memorial Hospital, 2-12-14 Yakumo, Kasama, Ibaraki, 309-1611, Japan.<br /><searchLink fieldCode="AU" term="%22Matsuura+R%22">Matsuura R</searchLink>; Department of Radiology, Medical Corporation Seireikai Tachikawa Memorial Hospital, 2-12-14 Yakumo, Kasama, Ibaraki, 309-1611, Japan.<br /><searchLink fieldCode="AU" term="%22Kaminaga+M%22">Kaminaga M</searchLink>; Department of Radiology, Medical Corporation Seireikai Tachikawa Memorial Hospital, 2-12-14 Yakumo, Kasama, Ibaraki, 309-1611, Japan.<br /><searchLink fieldCode="AU" term="%22Kuwano+H%22">Kuwano H</searchLink>; Department of Radiology, Medical Corporation Seireikai Tachikawa Memorial Hospital, 2-12-14 Yakumo, Kasama, Ibaraki, 309-1611, Japan.<br /><searchLink fieldCode="AU" term="%22Okumura+E%22">Okumura E</searchLink>; Graduate School of Medical Sciences, Suzuka University, 1001-1, Kishioka- cho, Suzuka-shi, Mie, 510-0293, Japan.; Department of Radiology, Tsukuba Medical Center Hospital, 1-3-1 Amakubo, Tsukuba City, Ibaraki, 305-8558, Japan.<br /><searchLink fieldCode="AU" term="%22Nonoura+N%22">Nonoura N</searchLink>; Graduate School of Medical Sciences, Suzuka University, 1001-1, Kishioka- cho, Suzuka-shi, Mie, 510-0293, Japan.; Department of Radiological Technology, Saitama Municipal Hospital, 2460 Mimuro, Saitama-shi, Saitama, 336-8522, Japan.
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  Data: <searchLink fieldCode="JN" term="%22100968553%22">BMC medical imaging</searchLink> [BMC Med Imaging] 2026 Apr 02; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 Apr 02.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100968553 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2342 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712342%22">14712342 </searchLink><i>NLM ISO Abbreviation: </i>BMC Med Imaging <i>Subsets: </i>MEDLINE
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              Text: 2026 Apr 02
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