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Patient characteristics and predictors of hospital mortality identified by logistic regression.

Chiara Marzorati (4099948)
Djamel Mokart (3533894)
Frederic Pène (4099951)
Virginie Lemiale (249806)
Achille Kouatchet (3536126)
Julien Mayaux (3529574)
François Vincent (3418190)
Martine Nyunga (307590)
Fabrice Bruneel (240159)
Antoine Rabbat (3533903)
Christine Lebert (4099945)
Pierre Perez (3536123)
Dominique Benoit (20501)
Giuseppe Citerio (660932)
Elie Azoulay (20533)
Stephane Legriel (307556)

Publication date

June 2017

DOI

10.1371/journal.pone.0178824.t003

Abstract

<p>Patient characteristics and predictors of hospital mortality identified by logistic regression.</p

Extracted data

Related items

Variables associated with hospital mortality using logistic regression.

Teresa Cardoso (398701)
Orquídea Ribeiro (398702)
Irene Aragão (398703)
Altamiro Costa-Pereira (3738)
António Sarmento (3739)

March 2013

*<p>Increase in OR per year; OR – <i>Odds ratio</i>, CI<sub>95%</sub> - 95% confidence interval.</p

Predictors of mortality in multivariate analysis (logistic regression); log likelihood ratio—26.832, pseudo R2 = 0.517.

Farouq Muhammad Dayyab (9327898)
Hussain Abdullahi Bashir (14573535)
Abdulwahab Kabir Sulaiman (14205381)
Garba Iliyasu (789792)
Muhammad Hamza (798822)
Ahmad Maifada Yakasai (14573538)
Ibrahim Nashabaru (4633975)
Hadiza Saidu (14573541)
Bashir Garba Ahmad (14573544)
Bashir Dabo (5504444)
Aminu Yusuf Abubakar (14573547)
Ibrahim Musa Idris (14573550)
Abdulrauf Sani Yahaya (14573553)
Mustapha Ado (14573556)
Ibrahim Sabo Abdurrahman (14573559)
Hafizu Musa Usman (14573562)
Mohammed Kabiru Bello (14573565)
Jaafar Suleiman Jaafar (14573568)
Anifowose Abdullahi (14573571)
Abubakar Muhammad Alhassan (14573574)
Abdulmalik Ahmad (14573577)
Alika Ehima Allen (14573580)
Medu Oghenekevwe Ezekiel (14573583)
Muhammad Abdullahi Umar (14573586)
Muhammad B. Abdullahi (14573589)
Sahabi Kabir Sulaiman (14205372)
Tijjani Hussaini (7887047)
Amina Abdullahi Umar (14573592)
Aminu Ibrahim Tsanyawa (14573595)
Sabitu Y. Shuaibu (14573598)
Nasir Alhassan Kabo (14573601)
Basheer Lawan Muhammad (14573604)
Mohammed Nura Yahaya (14573607)
Imam Wada Bello (10005474)
Ashiru Rajab (14573610)
Abdulhakim Muhammad Daiyab (14573613)
Aminu Faruk Kabara (14573616)
Muhammad Sule Garko (14573619)
Abdulrazaq Garba Habib (9327916)

February 2023

Predictors of mortality in multivariate analysis (logistic regression); log likelihood ratio—26.832,...

Univariate analyses of candidate predictor variables for inpatient-mortality.

Nasim Lowlaavar (2558689)
Charles P. Larson (257845)
Elias Kumbakumba (291940)
Guohai Zhou (576517)
J. Mark Ansermino (426355)
Joel Singer (150867)
Niranjan Kissoon (218559)
Hubert Wong (480860)
Andrew Ndamira (426356)
Jerome Kabakyenga (191981)
Julius Kiwanuka (165698)
Matthew O. Wiens (426353)

March 2016

<p>Univariate analyses of candidate predictor variables for inpatient-mortality.</p

Logistic regression analyses for in-hospital mortality in the propensity-matched patients.

Eishi Uechi (5130875)
Masato Okada (189456)
Kiyohide Fushimi (652788)

April 2018

<p>Logistic regression analyses for in-hospital mortality in the propensity-matched patients.</p

Multivariate logistic regression of predictors of short-term mortality among ICU admissions.

Lavi Oud (4532599)

October 2017

<p>Multivariate logistic regression of predictors of short-term mortality among ICU admissions.</p

Logistic regression model to identify parameters associated with in-hospital mortality: odds ratio (OR), 95% confidence intervals (CI) and p-values.

Jian-Gang Wang (415030)
Jie Han (128758)
Yi-Xin Jia (415031)
Wen Zeng (415032)
Xiao-Tong Hou (415033)
Xu Meng (348263)

May 2013

<p>Logistic regression model to identify parameters associated with in-hospital mortality: odds rati...

Logistic regression analyses of vital sign changes for predicting in-hospital mortality.

Yohei Kamikawa (6281975)
Hiroyuki Hayashi (153400)

January 2019

Logistic regression analyses of vital sign changes for predicting in-hospital mortality.</p

Logistic regression analysis of 30-day intensive care unit (ICU) mortality and hospital mortality determinants.

Jin Hwa Song (6330791)
Sooyeon Kim (101842)
Hyun Woo Lee (260461)
Yeon Joo Lee (541858)
Mi-jung Kim (6330794)
Jong Sun Park (2816584)
Yu Jung Kim (403307)
Ho Il Yoon (2816581)
Jae Ho Lee (493452)
Jong Seok Lee (67521)
Choon-Taek Lee (2816575)
Young-Jae Cho (2816587)

February 2019

Logistic regression analysis of 30-day intensive care unit (ICU) mortality and hospital mortality de...

The early predictors of hospital mortality on simple and multiple logistic regression.

V. V. Pavan Kedar Mukthinuthalapati (6429539)
Samuel Akinyeye (6429542)
Zachary P. Fricker (6429545)
Moinuddin Syed (6429548)
Eric S. Orman (6429551)
Lauren Nephew (6429554)
Eduardo Vilar-Gomez (6429557)
James Slaven (6159710)
Naga Chalasani (458664)
Maya Balakrishnan (6429560)
Michelle T. Long (3163170)
Bashar M. Attar (6429563)
Marwan Ghabril (584524)

March 2019

The early predictors of hospital mortality on simple and multiple logistic regression.</p

Univariate logistic regression of patient admission variables associated with AHRF ICU mortality.

Emanuele Rezoagli (5897183)
Stefano Gatti (304983)
Silvia Villa (5897186)
Giulia Villa (5897189)
Stefano Muttini (5897192)
Fabio Rossi (400530)
Loredana Faraldi (5897195)
Roberto Fumagalli (11836)
Giacomo Grasselli (3483734)
Giuseppe Foti (3611624)
Giacomo Bellani (3483728)

October 2018

Univariate logistic regression of patient admission variables associated with AHRF ICU mortality.</p

Logistic regression analysis on in-hospital mortality in derivation cohort.

Takeshi Yagyu (4567432)
Masahiro Kumada (4567429)
Tsutomu Nakagawa (596930)

November 2017

<p>Logistic regression analysis on in-hospital mortality in derivation cohort.</p

Multivariate logistic regression for death at 1 year with predictors available during the hospital stay (N = 758).

Fabian D. Liechti (12559729)
Lukas Bütikofer (4101319)
Marco Mancinetti (6279602)
Joerg D. Leuppi (11154105)
Daniel Genné (796501)
Gregor John (796498)
Jacques D. Donzé (16806746)

August 2023

Multivariate logistic regression for death at 1 year with predictors available during the hospital s...

Multivariate logistic regression analysis of clinical factors associated with mortality.

Jae Hyun Park (308109)
Yun Sil Chang (287827)
Sein Sung (3692170)
So Yoon Ahn (287829)
Won Soon Park (287834)

January 2017

<p>Multivariate logistic regression analysis of clinical factors associated with mortality.</p

Logistic regression analysis of risk factors for mortality in N-TG group patients.

Qin Wu (139038)
Min Fu (1322472)
Kexin Zheng (5057567)
Hong Bo (380866)
Hao Yang (328526)
Xi Zhong (4678897)
Guanlin Liang (6029789)
Yujun Xu (196394)
Bibo Hao (512442)
Zhi Hu (114954)
Zhongwei Zhang (649339)
Xiaodong Jin (6029792)
Yan Kang (330940)

November 2018

Logistic regression analysis of risk factors for mortality in N-TG group patients.</p

Demographic and co-morbidity characteristics of patients who died and those LTFU.

Richard Ayah (3241275)

January 2018

<p>Demographic and co-morbidity characteristics of patients who died and those LTFU.</p

Variables associated with hospital mortality using logistic regression.

Teresa Cardoso (398701)
Orquídea Ribeiro (398702)
Irene Aragão (398703)
Altamiro Costa-Pereira (3738)
António Sarmento (3739)

March 2013

*<p>Increase in OR per year; OR – <i>Odds ratio</i>, CI<sub>95%</sub> - 95% confidence interval.</p

Predictors of mortality in multivariate analysis (logistic regression); log likelihood ratio—26.832, pseudo R2 = 0.517.

Farouq Muhammad Dayyab (9327898)
Hussain Abdullahi Bashir (14573535)
Abdulwahab Kabir Sulaiman (14205381)
Garba Iliyasu (789792)
Muhammad Hamza (798822)
Ahmad Maifada Yakasai (14573538)
Ibrahim Nashabaru (4633975)
Hadiza Saidu (14573541)
Bashir Garba Ahmad (14573544)
Bashir Dabo (5504444)
Aminu Yusuf Abubakar (14573547)
Ibrahim Musa Idris (14573550)
Abdulrauf Sani Yahaya (14573553)
Mustapha Ado (14573556)
Ibrahim Sabo Abdurrahman (14573559)
Hafizu Musa Usman (14573562)
Mohammed Kabiru Bello (14573565)
Jaafar Suleiman Jaafar (14573568)
Anifowose Abdullahi (14573571)
Abubakar Muhammad Alhassan (14573574)
Abdulmalik Ahmad (14573577)
Alika Ehima Allen (14573580)
Medu Oghenekevwe Ezekiel (14573583)
Muhammad Abdullahi Umar (14573586)
Muhammad B. Abdullahi (14573589)
Sahabi Kabir Sulaiman (14205372)
Tijjani Hussaini (7887047)
Amina Abdullahi Umar (14573592)
Aminu Ibrahim Tsanyawa (14573595)
Sabitu Y. Shuaibu (14573598)
Nasir Alhassan Kabo (14573601)
Basheer Lawan Muhammad (14573604)
Mohammed Nura Yahaya (14573607)
Imam Wada Bello (10005474)
Ashiru Rajab (14573610)
Abdulhakim Muhammad Daiyab (14573613)
Aminu Faruk Kabara (14573616)
Muhammad Sule Garko (14573619)
Abdulrazaq Garba Habib (9327916)

February 2023

Predictors of mortality in multivariate analysis (logistic regression); log likelihood ratio—26.832,...

Univariate analyses of candidate predictor variables for inpatient-mortality.

Nasim Lowlaavar (2558689)
Charles P. Larson (257845)
Elias Kumbakumba (291940)
Guohai Zhou (576517)
J. Mark Ansermino (426355)
Joel Singer (150867)
Niranjan Kissoon (218559)
Hubert Wong (480860)
Andrew Ndamira (426356)
Jerome Kabakyenga (191981)
Julius Kiwanuka (165698)
Matthew O. Wiens (426353)

March 2016

<p>Univariate analyses of candidate predictor variables for inpatient-mortality.</p

Logistic regression analyses for in-hospital mortality in the propensity-matched patients.

Eishi Uechi (5130875)
Masato Okada (189456)
Kiyohide Fushimi (652788)

April 2018

<p>Logistic regression analyses for in-hospital mortality in the propensity-matched patients.</p

Multivariate logistic regression of predictors of short-term mortality among ICU admissions.

Lavi Oud (4532599)

October 2017

<p>Multivariate logistic regression of predictors of short-term mortality among ICU admissions.</p

Logistic regression model to identify parameters associated with in-hospital mortality: odds ratio (OR), 95% confidence intervals (CI) and p-values.

Jian-Gang Wang (415030)
Jie Han (128758)
Yi-Xin Jia (415031)
Wen Zeng (415032)
Xiao-Tong Hou (415033)
Xu Meng (348263)

May 2013

<p>Logistic regression model to identify parameters associated with in-hospital mortality: odds rati...

Logistic regression analyses of vital sign changes for predicting in-hospital mortality.

Yohei Kamikawa (6281975)
Hiroyuki Hayashi (153400)

January 2019

Logistic regression analyses of vital sign changes for predicting in-hospital mortality.</p

Logistic regression analysis of 30-day intensive care unit (ICU) mortality and hospital mortality determinants.

Jin Hwa Song (6330791)
Sooyeon Kim (101842)
Hyun Woo Lee (260461)
Yeon Joo Lee (541858)
Mi-jung Kim (6330794)
Jong Sun Park (2816584)
Yu Jung Kim (403307)
Ho Il Yoon (2816581)
Jae Ho Lee (493452)
Jong Seok Lee (67521)
Choon-Taek Lee (2816575)
Young-Jae Cho (2816587)

February 2019

Logistic regression analysis of 30-day intensive care unit (ICU) mortality and hospital mortality de...

The early predictors of hospital mortality on simple and multiple logistic regression.

V. V. Pavan Kedar Mukthinuthalapati (6429539)
Samuel Akinyeye (6429542)
Zachary P. Fricker (6429545)
Moinuddin Syed (6429548)
Eric S. Orman (6429551)
Lauren Nephew (6429554)
Eduardo Vilar-Gomez (6429557)
James Slaven (6159710)
Naga Chalasani (458664)
Maya Balakrishnan (6429560)
Michelle T. Long (3163170)
Bashar M. Attar (6429563)
Marwan Ghabril (584524)

March 2019

The early predictors of hospital mortality on simple and multiple logistic regression.</p

Univariate logistic regression of patient admission variables associated with AHRF ICU mortality.

Emanuele Rezoagli (5897183)
Stefano Gatti (304983)
Silvia Villa (5897186)
Giulia Villa (5897189)
Stefano Muttini (5897192)
Fabio Rossi (400530)
Loredana Faraldi (5897195)
Roberto Fumagalli (11836)
Giacomo Grasselli (3483734)
Giuseppe Foti (3611624)
Giacomo Bellani (3483728)

October 2018

Univariate logistic regression of patient admission variables associated with AHRF ICU mortality.</p

Logistic regression analysis on in-hospital mortality in derivation cohort.

Takeshi Yagyu (4567432)
Masahiro Kumada (4567429)
Tsutomu Nakagawa (596930)

November 2017

<p>Logistic regression analysis on in-hospital mortality in derivation cohort.</p

Multivariate logistic regression for death at 1 year with predictors available during the hospital stay (N = 758).

Fabian D. Liechti (12559729)
Lukas Bütikofer (4101319)
Marco Mancinetti (6279602)
Joerg D. Leuppi (11154105)
Daniel Genné (796501)
Gregor John (796498)
Jacques D. Donzé (16806746)

August 2023

Multivariate logistic regression for death at 1 year with predictors available during the hospital s...

Multivariate logistic regression analysis of clinical factors associated with mortality.

Jae Hyun Park (308109)
Yun Sil Chang (287827)
Sein Sung (3692170)
So Yoon Ahn (287829)
Won Soon Park (287834)

January 2017

<p>Multivariate logistic regression analysis of clinical factors associated with mortality.</p

Logistic regression analysis of risk factors for mortality in N-TG group patients.

Qin Wu (139038)
Min Fu (1322472)
Kexin Zheng (5057567)
Hong Bo (380866)
Hao Yang (328526)
Xi Zhong (4678897)
Guanlin Liang (6029789)
Yujun Xu (196394)
Bibo Hao (512442)
Zhi Hu (114954)
Zhongwei Zhang (649339)
Xiaodong Jin (6029792)
Yan Kang (330940)

November 2018

Logistic regression analysis of risk factors for mortality in N-TG group patients.</p

Demographic and co-morbidity characteristics of patients who died and those LTFU.

Richard Ayah (3241275)

January 2018

<p>Demographic and co-morbidity characteristics of patients who died and those LTFU.</p

Variables associated with hospital mortality using logistic regression.

Teresa Cardoso (398701)
Orquídea Ribeiro (398702)
Irene Aragão (398703)
Altamiro Costa-Pereira (3738)
António Sarmento (3739)

March 2013

*<p>Increase in OR per year; OR – <i>Odds ratio</i>, CI<sub>95%</sub> - 95% confidence interval.</p

Predictors of mortality in multivariate analysis (logistic regression); log likelihood ratio—26.832, pseudo R2 = 0.517.

Farouq Muhammad Dayyab (9327898)
Hussain Abdullahi Bashir (14573535)
Abdulwahab Kabir Sulaiman (14205381)
Garba Iliyasu (789792)
Muhammad Hamza (798822)
Ahmad Maifada Yakasai (14573538)
Ibrahim Nashabaru (4633975)
Hadiza Saidu (14573541)
Bashir Garba Ahmad (14573544)
Bashir Dabo (5504444)
Aminu Yusuf Abubakar (14573547)
Ibrahim Musa Idris (14573550)
Abdulrauf Sani Yahaya (14573553)
Mustapha Ado (14573556)
Ibrahim Sabo Abdurrahman (14573559)
Hafizu Musa Usman (14573562)
Mohammed Kabiru Bello (14573565)
Jaafar Suleiman Jaafar (14573568)
Anifowose Abdullahi (14573571)
Abubakar Muhammad Alhassan (14573574)
Abdulmalik Ahmad (14573577)
Alika Ehima Allen (14573580)
Medu Oghenekevwe Ezekiel (14573583)
Muhammad Abdullahi Umar (14573586)
Muhammad B. Abdullahi (14573589)
Sahabi Kabir Sulaiman (14205372)
Tijjani Hussaini (7887047)
Amina Abdullahi Umar (14573592)
Aminu Ibrahim Tsanyawa (14573595)
Sabitu Y. Shuaibu (14573598)
Nasir Alhassan Kabo (14573601)
Basheer Lawan Muhammad (14573604)
Mohammed Nura Yahaya (14573607)
Imam Wada Bello (10005474)
Ashiru Rajab (14573610)
Abdulhakim Muhammad Daiyab (14573613)
Aminu Faruk Kabara (14573616)
Muhammad Sule Garko (14573619)
Abdulrazaq Garba Habib (9327916)

February 2023

Predictors of mortality in multivariate analysis (logistic regression); log likelihood ratio—26.832,...

Univariate analyses of candidate predictor variables for inpatient-mortality.

Nasim Lowlaavar (2558689)
Charles P. Larson (257845)
Elias Kumbakumba (291940)
Guohai Zhou (576517)
J. Mark Ansermino (426355)
Joel Singer (150867)
Niranjan Kissoon (218559)
Hubert Wong (480860)
Andrew Ndamira (426356)
Jerome Kabakyenga (191981)
Julius Kiwanuka (165698)
Matthew O. Wiens (426353)

March 2016

<p>Univariate analyses of candidate predictor variables for inpatient-mortality.</p