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Machine Learning Prediction of Hospital Stay in Pediatric Typhoid Intestinal Perforation: Pilot Study.

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Title: Machine Learning Prediction of Hospital Stay in Pediatric Typhoid Intestinal Perforation: Pilot Study.
Authors: Chijioke CA; Senior Registrar, Pediatric Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria. Electronic address: chijin73@gmail.com., Agodirin OS; Consultant General Surgeon, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria., Nasir AA; Consultant Pediatric Surgeon, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria., Olowookere S; Registrar, Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria., Saidu AI; Registrar, Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria., Abdulkareem JF; Medical Officer, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria., Abdulraheem NT; Consultant Pediatric Surgeon, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria., Abdur-Rahman LO; Consultant Pediatric Surgeon, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria., Jimoh NO; Senior Registrar, Pediatric Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria., Obarakpo BN; Registrar, Anesthesia, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria., Sayomi OT; Senior Registrar, Pediatric Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria., Jimoh OA; Senior Registrar, Pediatric Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria., Abe TI; Senior Registrar, Pediatric Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.
Source: The Journal of surgical research [J Surg Res] 2026 Jul; Vol. 323, pp. 1-14. Date of Electronic Publication: 2026 Apr 27.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: Academic Press Country of Publication: United States NLM ID: 0376340 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1095-8673 (Electronic) Linking ISSN: 00224804 NLM ISO Abbreviation: J Surg Res Subsets: MEDLINE
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  Data: Machine Learning Prediction of Hospital Stay in Pediatric Typhoid Intestinal Perforation: Pilot Study.
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  Data: <searchLink fieldCode="AU" term="%22Chijioke+CA%22">Chijioke CA</searchLink>; Senior Registrar, Pediatric Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria. Electronic address: chijin73@gmail.com.<br /><searchLink fieldCode="AU" term="%22Agodirin+OS%22">Agodirin OS</searchLink>; Consultant General Surgeon, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Nasir+AA%22">Nasir AA</searchLink>; Consultant Pediatric Surgeon, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Olowookere+S%22">Olowookere S</searchLink>; Registrar, Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Saidu+AI%22">Saidu AI</searchLink>; Registrar, Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Abdulkareem+JF%22">Abdulkareem JF</searchLink>; Medical Officer, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Abdulraheem+NT%22">Abdulraheem NT</searchLink>; Consultant Pediatric Surgeon, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Abdur-Rahman+LO%22">Abdur-Rahman LO</searchLink>; Consultant Pediatric Surgeon, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Jimoh+NO%22">Jimoh NO</searchLink>; Senior Registrar, Pediatric Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Obarakpo+BN%22">Obarakpo BN</searchLink>; Registrar, Anesthesia, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Sayomi+OT%22">Sayomi OT</searchLink>; Senior Registrar, Pediatric Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Jimoh+OA%22">Jimoh OA</searchLink>; Senior Registrar, Pediatric Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Abe+TI%22">Abe TI</searchLink>; Senior Registrar, Pediatric Surgery, University of Ilorin Teaching Hospital, Ilorin, Kwara State, Nigeria.
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  Data: <searchLink fieldCode="JN" term="%220376340%22">The Journal of surgical research</searchLink> [J Surg Res] 2026 Jul; Vol. 323, pp. 1-14. <i>Date of Electronic Publication: </i>2026 Apr 27.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Academic+Press%22">Academic Press </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0376340 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1095-8673 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200224804%22">00224804 </searchLink><i>NLM ISO Abbreviation: </i>J Surg Res <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.jss.2026.03.114
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      – Code: eng
        Text: English
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      – TitleFull: Machine Learning Prediction of Hospital Stay in Pediatric Typhoid Intestinal Perforation: Pilot Study.
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              Text: 2026 Jul
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