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Implementing an AI-enhanced clinical decision support system for Stenotrophomonas maltophilia: a survey-based randomized controlled trial of antibiotic precision and impact on survival.

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Title: Implementing an AI-enhanced clinical decision support system for Stenotrophomonas maltophilia: a survey-based randomized controlled trial of antibiotic precision and impact on survival.
Authors: Lin TH; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161 Sec. 6 Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, Republic of China., Chung HY; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161 Sec. 6 Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, Republic of China.; Graduate Institute of Medical Science, National Defense Medical University, Taipei, Taiwan, Republic of China., Jian MJ; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161 Sec. 6 Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, Republic of China., Chang CK; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161 Sec. 6 Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, Republic of China., Perng CL; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161 Sec. 6 Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, Republic of China., Chang FY; Division of Infectious Diseases and Tropical Medicine, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, Republic of China., Chen YH; Department of Neurological Surgery, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, Republic of China., Shang HS; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161 Sec. 6 Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, Republic of China. iamkeith001@gmail.com.
Source: Implementation science : IS [Implement Sci] 2025 Oct 24; Vol. 20 (1), pp. 47. Date of Electronic Publication: 2025 Oct 24.
Publication Type: Journal Article; Randomized Controlled Trial; Research Support, Non-U.S. Gov't
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101258411 Publication Model: Electronic Cited Medium: Internet ISSN: 1748-5908 (Electronic) Linking ISSN: 17485908 NLM ISO Abbreviation: Implement Sci Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Implementing an AI-enhanced clinical decision support system for Stenotrophomonas maltophilia: a survey-based randomized controlled trial of antibiotic precision and impact on survival.
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  Data: <searchLink fieldCode="AU" term="%22Lin+TH%22">Lin TH</searchLink>; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161 Sec. 6 Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, Republic of China.<br /><searchLink fieldCode="AU" term="%22Chung+HY%22">Chung HY</searchLink>; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161 Sec. 6 Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, Republic of China.; Graduate Institute of Medical Science, National Defense Medical University, Taipei, Taiwan, Republic of China.<br /><searchLink fieldCode="AU" term="%22Jian+MJ%22">Jian MJ</searchLink>; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161 Sec. 6 Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, Republic of China.<br /><searchLink fieldCode="AU" term="%22Chang+CK%22">Chang CK</searchLink>; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161 Sec. 6 Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, Republic of China.<br /><searchLink fieldCode="AU" term="%22Perng+CL%22">Perng CL</searchLink>; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161 Sec. 6 Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, Republic of China.<br /><searchLink fieldCode="AU" term="%22Chang+FY%22">Chang FY</searchLink>; Division of Infectious Diseases and Tropical Medicine, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, Republic of China.<br /><searchLink fieldCode="AU" term="%22Chen+YH%22">Chen YH</searchLink>; Department of Neurological Surgery, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, Republic of China.<br /><searchLink fieldCode="AU" term="%22Shang+HS%22">Shang HS</searchLink>; Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital, National Defense Medical University, No. 161 Sec. 6 Minquan E. Rd., Neihu Dist., Taipei, 11490, Taiwan, Republic of China. iamkeith001@gmail.com.
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  Data: <searchLink fieldCode="JN" term="%22101258411%22">Implementation science : IS</searchLink> [Implement Sci] 2025 Oct 24; Vol. 20 (1), pp. 47. <i>Date of Electronic Publication: </i>2025 Oct 24.
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  Data: Journal Article; Randomized Controlled Trial; Research Support, Non-U.S. Gov't
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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>101258411 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1748-5908 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217485908%22">17485908 </searchLink><i>NLM ISO Abbreviation: </i>Implement Sci <i>Subsets: </i>MEDLINE
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        Value: 10.1186/s13012-025-01453-4
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              Text: 2025 Oct 24
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