Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning

Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning Publisher Pubmed

Cromwell EA^{1, 2} ; Osborne JCP¹ ; Unnasch TR³ ; Basanez M^{4, 5} ; Gass KM⁶ ; Barbre KA⁶ ; Hill E¹ ; Johnson KB¹ ; Donkers KM¹ ; Shirude S¹ ; Schmidt CA¹ ; Adekanmbi V⁷ ; Adetokunboh OO^{8, 9} ; Afarideh M^{10, 11} Show All Authors

Cromwell EA^{1, 2}
Osborne JCP¹
Unnasch TR³
Basanez M^{4, 5}
Gass KM⁶
Barbre KA⁶
Hill E¹
Johnson KB¹
Donkers KM¹
Shirude S¹
Schmidt CA¹
Adekanmbi V⁷
Adetokunboh OO^{8, 9}
Afarideh M^{10, 11}
Ahmadpour E¹²
Beshir Ahmed M^{13, 14}
Yihunie Akalu T¹⁵
Alaly Z^{16, 17}
Alanezi FM¹⁸
Alanzi TM¹⁹
Alipour V^{20, 21}
Andrei CL²²
Ansari F^{23, 24}
Ansha MG²⁵
Anvari D^{26, 27}
Yaw Appiah SC^{28, 29}
Arabloo J²⁰
Arnold BF³⁰
Ausloos M^{31, 32}
Ayanore MA³³
Amin Baig A³⁴
Banach M^{35, 36}
Barac A^{37, 38}
Barnighausen TW^{39, 40}
Bayati M⁴¹
Bhattacharyya K^{42, 43}
Bhutta ZA^{44, 45}
Bibi S⁴⁶
Bijani A⁴⁷
Bohlouli S⁴⁸
Bohluli M^{49, 50}
Brady OJ⁵¹
Bragazzi NL⁵²
Butt ZA^{53, 54}
Carvalho F⁵⁵
Chatterjee S⁵⁶
Chattu VK⁵⁷
Chattu SK⁵⁸
Cormier NM¹
Dahlawi SMA⁵⁹
Damiani G^{60, 61}
Daoud F¹
Darwesh AM⁶²
Daryani A⁶³
Deribe K^{64, 65}
Dharmaratne SD^{1, 2, 66}
Diaz D^{67, 68}
Do HT⁶⁹
El Sayed Zak M⁷⁰
El Tantawi M⁷¹
Elemineh DA⁷²
Faraj A⁷³
Harandi MF⁷⁴
Fatahi Y^{75, 76}
Feigin VL^{1, 77, 78}
Fernandes E⁷⁹
Foigt NA⁸⁰
Foroutan M⁸¹
Franklin RC⁸²
Mohialdeen Gubari MI⁸³
Guido D⁸⁴
Guo Y^{85, 86}
Hajmirzaian A^{87, 88}
Abdullah KH⁸⁹
Hamidi S⁹⁰
Herteliu C^{32, 91}
De Hidru HD⁹²
Higazi TB⁹³
Hossain N⁹⁴
Hosseinzadeh M^{95, 96}
Househ M⁹⁷
Ilesanmi OS^{98, 99}
Ilic MD¹⁰⁰
Ilic IM³⁸
Iqbal U¹⁰¹
Naghibi Irvani SS¹⁰²
Jha RP^{103, 104}
Joukar F^{105, 106}
Jozwiak JJ¹⁰⁷
Kabir Z¹⁰⁸
Kalankesh LR¹⁰⁹
Kalhor R^{110, 111}
Matin BK¹¹²
Karimi SE¹¹³
Kasaeian A^{114, 115}
Kavetskyy T^{116, 117}
Kayode GA^{118, 119}
Karyani AK¹¹²
Kelbore AG¹²⁰
Keramati M¹²¹
Khalilov R^{122, 123}
Khan EA¹²⁴
Nuruzzaman Khan MN^{125, 126}
Khatab K^{127, 128}
Khater MM¹²⁹
Kianipour N¹³⁰
Kibret KT¹³¹
Kim YJ¹³²
Kosen S¹³³
Krohn KJ¹
Kusuma D^{134, 135}
Vecchia CL¹³⁶
Lansingh Van C^{137, 138}
Lee PH¹³⁹
Legrand KE¹
Li S¹⁴⁰
Longbottom J¹⁴¹
Abd El Razek HM¹⁴²
Abd El Razek MM¹⁴³
Maleki A^{144, 145}
Mamun AA¹⁴⁶
Manafi A¹⁴⁷
Manafi N^{148, 149}
Mansournia MA¹⁵⁰
Martinsmelo FR¹⁵¹
Mazidi M¹⁵²
Mcalinden C¹⁵³
Meharie BG¹⁵⁴
Mendoza W¹⁵⁵
Mengesha EW¹⁵⁶
Mengistu DT¹⁵⁷
Mereta ST¹⁵⁸
Mestrovic T^{159, 160}
Miller TR^{161, 162}
Miri M^{163, 164}
Moghadaszadeh M^{165, 166}
Hafshejani AM¹⁶⁷
Mohammadpourhodki R¹⁶⁸
Mohammed S^{39, 169}
Mohammed S^{39, 169}
Moradi M¹¹²
Moradzadeh R¹⁷²
Moraga P¹⁷³
Mosser JF¹
Naderi M¹⁷⁴
Nagarajan AJ^{175, 176}
Naik G¹⁷⁷
Negoi I^{178, 179}
Nguyen CT¹⁸⁰
Nguyen HLT¹⁸⁰
Nguyen TH¹⁸¹
Nikbakhsh R⁸⁸
Oancea B¹⁸²
Olagunju TO¹⁸³
Olagunju AT^{184, 185}
Bali AO¹⁸⁶
Onwujekwe OE¹⁸⁷
Pana A^{32, 188}
Pourjafar H^{189, 190}
Rahim F^{191, 192}
Ur Rahman MH¹⁹³
Rathi P¹⁹⁴
Rawaf S^{195, 196}
Rawaf DL^{197, 198}
Rawassizadeh R¹⁹⁹
Resnikoff S^{200, 201}
Reta MA^{202, 203}
Rezapour A²⁰
Rubagotti E²⁰⁴
Rubino S²⁰⁵
Sadeghi E¹¹²
Saghafipour A^{206, 207}
Sajadi SM^{208, 209}
Samy AM²¹⁰
Sarmientosuarez R^{211, 212}
Sawhney M²¹³
Schipp MF¹
Shaheen AA²¹⁴
Shaikh MA²¹⁵
Shamsizadeh M²¹⁶
Sharafi K¹¹²
Sheikh A^{217, 218}
Kumar Shetty BS²¹⁹
Shin JI²²⁰
Shivakumar KM²²¹
Simonetti B^{222, 223}
Singh JA^{224, 225}
Skiadaresi E²²⁶
Soheili A²²⁷
Soltani S¹¹²
Spurlock EE¹
Sufiyan MB²²⁸
Tabuchi T²²⁹
Tapak L^{230, 231}
Thompson RL¹
Thomson AJ²³²
Traini E²³³
Tran BX²³⁴
Ullah I²³⁵
Ullah S⁴⁶
Uneke CJ²³⁶
Unnikrishnan B²³⁷
Uthman OA²³⁸
Melchers NVSV²³⁹
Violante FS^{240, 241}
Wolde HF¹⁵
Wonde TE²⁴²
Yamada T²⁴³
Yaya S^{244, 245}
Yazdi Feyzabadi V^{246, 247}
Yip P^{248, 249}
Yonemoto N^{250, 251}
Yousof HASA¹²⁹
Yu C²⁵²
Yu Y²⁵³
Yusefzadeh H²⁵⁴
Zaki L²⁵⁵
Zaman SB^{256, 257}
Zamanian M¹⁷²
Zhang ZJ²⁵⁸
Zhang Y^{259, 260}
Ziapour A²⁶¹
Hay SI^{1, 2}
Pigott DM^{1, 2}

Source: PLoS Neglected Tropical Diseases Published:2021

Abstract

Recent evidence suggests that, in some foci, elimination of onchocerciasis from Africa may be feasible with mass drug administration (MDA) of ivermectin. To achieve continental elimination of transmission, mapping surveys will need to be conducted across all implementation units (IUs) for which endemicity status is currently unknown. Using boosted regression tree models with optimised hyperparameter selection, we estimated environmental suitability for onchocerciasis at the 5 × 5-km resolution across Africa. In order to classify IUs that include locations that are environmentally suitable, we used receiver operating characteristic (ROC) analysis to identify an optimal threshold for suitability concordant with locations where onchocerciasis has been previously detected. This threshold value was then used to classify IUs (more suitable or less suitable) based on the location within the IU with the largest mean prediction. Mean estimates of environmental suitability suggest large areas across West and Central Africa, as well as focal areas of East Africa, are suitable for onchocerciasis transmission, consistent with the presence of current control and elimination of transmission efforts. The ROC analysis identified a mean environmental suitability index of 0.71 as a threshold to classify based on the location with the largest mean prediction within the IU. Of the IUs considered for mapping surveys, 50.2% exceed this threshold for suitability in at least one 5×5-km location. The formidable scale of data collection required to map onchocerciasis endemicity across the African continent presents an opportunity to use spatial data to identify areas likely to be suitable for onchocerciasis transmission. National onchocerciasis elimination programmes may wish to consider prioritising these IUs for mapping surveys as human resources, laboratory capacity, and programmatic schedules may constrain survey implementation, and possibly delaying MDA initiation in areas that would ultimately qualify. © 2021, Public Library of Science. All rights reserved.

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Style	Citing Format
MLA	Cromwell EA, et al.. "Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning." PLoS Neglected Tropical Diseases, vol. 15, no. 7, 2021, pp. -.
APA	Cromwell EA, Osborne JCP, Unnasch TR, Basanez M, Gass KM, Barbre KA, Hill E, Johnson KB, Donkers KM, Shirude S, Schmidt CA, Adekanmbi V, Adetokunboh OO, Afarideh M, Ahmadpour E, Beshir Ahmed M, Yihunie Akalu T, Alaly Z, Alanezi FM, ... Pigott DM (2021). Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning. PLoS Neglected Tropical Diseases, 15(7), -.
Chicago	Cromwell EA, Osborne JCP, Unnasch TR, Basanez M, Gass KM, Barbre KA, Hill E, et al.. "Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning." PLoS Neglected Tropical Diseases 15, no. 7 (2021): -.
Harvard	Cromwell EA et al. (2021) 'Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning', PLoS Neglected Tropical Diseases, 15(7), pp. -.
Vancouver	Cromwell EA, Osborne JCP, Unnasch TR, Basanez M, Gass KM, Barbre KA, et al.. Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning. PLoS Neglected Tropical Diseases. 2021;15(7):-.
BibTex	@article{ author = {Cromwell EA and Osborne JCP and Unnasch TR and Basanez M and Gass KM and Barbre KA and Hill E and Johnson KB and Donkers KM and Shirude S and Schmidt CA and Adekanmbi V and Adetokunboh OO and Afarideh M and Ahmadpour E and Beshir Ahmed M and Yihunie Akalu T and Alaly Z and Alanezi FM and Alanzi TM and Alipour V and Andrei CL and Ansari F and Ansha MG and Anvari D and Yaw Appiah SC and Arabloo J and Arnold BF and Ausloos M and Ayanore MA and Amin Baig A and Banach M and Barac A and Barnighausen TW and Bayati M and Bhattacharyya K and Bhutta ZA and Bibi S and Bijani A and Bohlouli S and Bohluli M and Brady OJ and Bragazzi NL and Butt ZA and Carvalho F and Chatterjee S and Chattu VK and Chattu SK and Cormier NM and Dahlawi SMA and Damiani G and Daoud F and Darwesh AM and Daryani A and Deribe K and Dharmaratne SD and Diaz D and Do HT and El Sayed Zak M and El Tantawi M and Elemineh DA and Faraj A and Harandi MF and Fatahi Y and Feigin VL and Fernandes E and Foigt NA and Foroutan M and Franklin RC and Mohialdeen Gubari MI and Guido D and Guo Y and Hajmirzaian A and Abdullah KH and Hamidi S and Herteliu C and De Hidru HD and Higazi TB and Hossain N and Hosseinzadeh M and Househ M and Ilesanmi OS and Ilic MD and Ilic IM and Iqbal U and Naghibi Irvani SS and Jha RP and Joukar F and Jozwiak JJ and Kabir Z and Kalankesh LR and Kalhor R and Matin BK and Karimi SE and Kasaeian A and Kavetskyy T and Kayode GA and Karyani AK and Kelbore AG and Keramati M and Khalilov R and Khan EA and Nuruzzaman Khan MN and Khatab K and Khater MM and Kianipour N and Kibret KT and Kim YJ and Kosen S and Krohn KJ and Kusuma D and Vecchia CL and Lansingh Van C and Lee PH and Legrand KE and Li S and Longbottom J and Abd El Razek HM and Abd El Razek MM and Maleki A and Mamun AA and Manafi A and Manafi N and Mansournia MA and Martinsmelo FR and Mazidi M and Mcalinden C and Meharie BG and Mendoza W and Mengesha EW and Mengistu DT and Mereta ST and Mestrovic T and Miller TR and Miri M and Moghadaszadeh M and Hafshejani AM and Mohammadpourhodki R and Mohammed S and Mohammed S and Moradi M and Moradzadeh R and Moraga P and Mosser JF and Naderi M and Nagarajan AJ and Naik G and Negoi I and Nguyen CT and Nguyen HLT and Nguyen TH and Nikbakhsh R and Oancea B and Olagunju TO and Olagunju AT and Bali AO and Onwujekwe OE and Pana A and Pourjafar H and Rahim F and Ur Rahman MH and Rathi P and Rawaf S and Rawaf DL and Rawassizadeh R and Resnikoff S and Reta MA and Rezapour A and Rubagotti E and Rubino S and Sadeghi E and Saghafipour A and Sajadi SM and Samy AM and Sarmientosuarez R and Sawhney M and Schipp MF and Shaheen AA and Shaikh MA and Shamsizadeh M and Sharafi K and Sheikh A and Kumar Shetty BS and Shin JI and Shivakumar KM and Simonetti B and Singh JA and Skiadaresi E and Soheili A and Soltani S and Spurlock EE and Sufiyan MB and Tabuchi T and Tapak L and Thompson RL and Thomson AJ and Traini E and Tran BX and Ullah I and Ullah S and Uneke CJ and Unnikrishnan B and Uthman OA and Melchers NVSV and Violante FS and Wolde HF and Wonde TE and Yamada T and Yaya S and Yazdi Feyzabadi V and Yip P and Yonemoto N and Yousof HASA and Yu C and Yu Y and Yusefzadeh H and Zaki L and Zaman SB and Zamanian M and Zhang ZJ and Zhang Y and Ziapour A and Hay SI and Pigott DM}, title = {Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning}, journal = {PLoS Neglected Tropical Diseases}, volume = {15}, number = {7}, pages = {-}, year = {2021} }
RIS	TY - JOUR AU - Cromwell EA AU - Osborne JCP AU - Unnasch TR AU - Basanez M AU - Gass KM AU - Barbre KA AU - Hill E AU - Johnson KB AU - Donkers KM AU - Shirude S AU - Schmidt CA AU - Adekanmbi V AU - Adetokunboh OO AU - Afarideh M AU - Ahmadpour E AU - Beshir Ahmed M AU - Yihunie Akalu T AU - Alaly Z AU - Alanezi FM AU - Alanzi TM AU - Alipour V AU - Andrei CL AU - Ansari F AU - Ansha MG AU - Anvari D AU - Yaw Appiah SC AU - Arabloo J AU - Arnold BF AU - Ausloos M AU - Ayanore MA AU - Amin Baig A AU - Banach M AU - Barac A AU - Barnighausen TW AU - Bayati M AU - Bhattacharyya K AU - Bhutta ZA AU - Bibi S AU - Bijani A AU - Bohlouli S AU - Bohluli M AU - Brady OJ AU - Bragazzi NL AU - Butt ZA AU - Carvalho F AU - Chatterjee S AU - Chattu VK AU - Chattu SK AU - Cormier NM AU - Dahlawi SMA AU - Damiani G AU - Daoud F AU - Darwesh AM AU - Daryani A AU - Deribe K AU - Dharmaratne SD AU - Diaz D AU - Do HT AU - El Sayed Zak M AU - El Tantawi M AU - Elemineh DA AU - Faraj A AU - Harandi MF AU - Fatahi Y AU - Feigin VL AU - Fernandes E AU - Foigt NA AU - Foroutan M AU - Franklin RC AU - Mohialdeen Gubari MI AU - Guido D AU - Guo Y AU - Hajmirzaian A AU - Abdullah KH AU - Hamidi S AU - Herteliu C AU - De Hidru HD AU - Higazi TB AU - Hossain N AU - Hosseinzadeh M AU - Househ M AU - Ilesanmi OS AU - Ilic MD AU - Ilic IM AU - Iqbal U AU - Naghibi Irvani SS AU - Jha RP AU - Joukar F AU - Jozwiak JJ AU - Kabir Z AU - Kalankesh LR AU - Kalhor R AU - Matin BK AU - Karimi SE AU - Kasaeian A AU - Kavetskyy T AU - Kayode GA AU - Karyani AK AU - Kelbore AG AU - Keramati M AU - Khalilov R AU - Khan EA AU - Nuruzzaman Khan MN AU - Khatab K AU - Khater MM AU - Kianipour N AU - Kibret KT AU - Kim YJ AU - Kosen S AU - Krohn KJ AU - Kusuma D AU - Vecchia CL AU - Lansingh Van C AU - Lee PH AU - Legrand KE AU - Li S AU - Longbottom J AU - Abd El Razek HM AU - Abd El Razek MM AU - Maleki A AU - Mamun AA AU - Manafi A AU - Manafi N AU - Mansournia MA AU - Martinsmelo FR AU - Mazidi M AU - Mcalinden C AU - Meharie BG AU - Mendoza W AU - Mengesha EW AU - Mengistu DT AU - Mereta ST AU - Mestrovic T AU - Miller TR AU - Miri M AU - Moghadaszadeh M AU - Hafshejani AM AU - Mohammadpourhodki R AU - Mohammed S AU - Mohammed S AU - Moradi M AU - Moradzadeh R AU - Moraga P AU - Mosser JF AU - Naderi M AU - Nagarajan AJ AU - Naik G AU - Negoi I AU - Nguyen CT AU - Nguyen HLT AU - Nguyen TH AU - Nikbakhsh R AU - Oancea B AU - Olagunju TO AU - Olagunju AT AU - Bali AO AU - Onwujekwe OE AU - Pana A AU - Pourjafar H AU - Rahim F AU - Ur Rahman MH AU - Rathi P AU - Rawaf S AU - Rawaf DL AU - Rawassizadeh R AU - Resnikoff S AU - Reta MA AU - Rezapour A AU - Rubagotti E AU - Rubino S AU - Sadeghi E AU - Saghafipour A AU - Sajadi SM AU - Samy AM AU - Sarmientosuarez R AU - Sawhney M AU - Schipp MF AU - Shaheen AA AU - Shaikh MA AU - Shamsizadeh M AU - Sharafi K AU - Sheikh A AU - Kumar Shetty BS AU - Shin JI AU - Shivakumar KM AU - Simonetti B AU - Singh JA AU - Skiadaresi E AU - Soheili A AU - Soltani S AU - Spurlock EE AU - Sufiyan MB AU - Tabuchi T AU - Tapak L AU - Thompson RL AU - Thomson AJ AU - Traini E AU - Tran BX AU - Ullah I AU - Ullah S AU - Uneke CJ AU - Unnikrishnan B AU - Uthman OA AU - Melchers NVSV AU - Violante FS AU - Wolde HF AU - Wonde TE AU - Yamada T AU - Yaya S AU - Yazdi Feyzabadi V AU - Yip P AU - Yonemoto N AU - Yousof HASA AU - Yu C AU - Yu Y AU - Yusefzadeh H AU - Zaki L AU - Zaman SB AU - Zamanian M AU - Zhang ZJ AU - Zhang Y AU - Ziapour A AU - Hay SI AU - Pigott DM TI - Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning JO - PLoS Neglected Tropical Diseases VL - 15 IS - 7 SP - EP - PY - 2021 ER -

Style

Citing Format

MLA

Cromwell EA, et al.. "Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning." PLoS Neglected Tropical Diseases, vol. 15, no. 7, 2021, pp. -.

APA

Cromwell EA, Osborne JCP, Unnasch TR, Basanez M, Gass KM, Barbre KA, Hill E, Johnson KB, Donkers KM, Shirude S, Schmidt CA, Adekanmbi V, Adetokunboh OO, Afarideh M, Ahmadpour E, Beshir Ahmed M, Yihunie Akalu T, Alaly Z, Alanezi FM, ... Pigott DM (2021). Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning. PLoS Neglected Tropical Diseases, 15(7), -.

Chicago

Cromwell EA, Osborne JCP, Unnasch TR, Basanez M, Gass KM, Barbre KA, Hill E, et al.. "Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning." PLoS Neglected Tropical Diseases 15, no. 7 (2021): -.

Harvard

Cromwell EA et al. (2021) 'Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning', PLoS Neglected Tropical Diseases, 15(7), pp. -.

Vancouver

Cromwell EA, Osborne JCP, Unnasch TR, Basanez M, Gass KM, Barbre KA, et al.. Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning. PLoS Neglected Tropical Diseases. 2021;15(7):-.

BibTex

@article{ author = {Cromwell EA and Osborne JCP and Unnasch TR and Basanez M and Gass KM and Barbre KA and Hill E and Johnson KB and Donkers KM and Shirude S and Schmidt CA and Adekanmbi V and Adetokunboh OO and Afarideh M and Ahmadpour E and Beshir Ahmed M and Yihunie Akalu T and Alaly Z and Alanezi FM and Alanzi TM and Alipour V and Andrei CL and Ansari F and Ansha MG and Anvari D and Yaw Appiah SC and Arabloo J and Arnold BF and Ausloos M and Ayanore MA and Amin Baig A and Banach M and Barac A and Barnighausen TW and Bayati M and Bhattacharyya K and Bhutta ZA and Bibi S and Bijani A and Bohlouli S and Bohluli M and Brady OJ and Bragazzi NL and Butt ZA and Carvalho F and Chatterjee S and Chattu VK and Chattu SK and Cormier NM and Dahlawi SMA and Damiani G and Daoud F and Darwesh AM and Daryani A and Deribe K and Dharmaratne SD and Diaz D and Do HT and El Sayed Zak M and El Tantawi M and Elemineh DA and Faraj A and Harandi MF and Fatahi Y and Feigin VL and Fernandes E and Foigt NA and Foroutan M and Franklin RC and Mohialdeen Gubari MI and Guido D and Guo Y and Hajmirzaian A and Abdullah KH and Hamidi S and Herteliu C and De Hidru HD and Higazi TB and Hossain N and Hosseinzadeh M and Househ M and Ilesanmi OS and Ilic MD and Ilic IM and Iqbal U and Naghibi Irvani SS and Jha RP and Joukar F and Jozwiak JJ and Kabir Z and Kalankesh LR and Kalhor R and Matin BK and Karimi SE and Kasaeian A and Kavetskyy T and Kayode GA and Karyani AK and Kelbore AG and Keramati M and Khalilov R and Khan EA and Nuruzzaman Khan MN and Khatab K and Khater MM and Kianipour N and Kibret KT and Kim YJ and Kosen S and Krohn KJ and Kusuma D and Vecchia CL and Lansingh Van C and Lee PH and Legrand KE and Li S and Longbottom J and Abd El Razek HM and Abd El Razek MM and Maleki A and Mamun AA and Manafi A and Manafi N and Mansournia MA and Martinsmelo FR and Mazidi M and Mcalinden C and Meharie BG and Mendoza W and Mengesha EW and Mengistu DT and Mereta ST and Mestrovic T and Miller TR and Miri M and Moghadaszadeh M and Hafshejani AM and Mohammadpourhodki R and Mohammed S and Mohammed S and Moradi M and Moradzadeh R and Moraga P and Mosser JF and Naderi M and Nagarajan AJ and Naik G and Negoi I and Nguyen CT and Nguyen HLT and Nguyen TH and Nikbakhsh R and Oancea B and Olagunju TO and Olagunju AT and Bali AO and Onwujekwe OE and Pana A and Pourjafar H and Rahim F and Ur Rahman MH and Rathi P and Rawaf S and Rawaf DL and Rawassizadeh R and Resnikoff S and Reta MA and Rezapour A and Rubagotti E and Rubino S and Sadeghi E and Saghafipour A and Sajadi SM and Samy AM and Sarmientosuarez R and Sawhney M and Schipp MF and Shaheen AA and Shaikh MA and Shamsizadeh M and Sharafi K and Sheikh A and Kumar Shetty BS and Shin JI and Shivakumar KM and Simonetti B and Singh JA and Skiadaresi E and Soheili A and Soltani S and Spurlock EE and Sufiyan MB and Tabuchi T and Tapak L and Thompson RL and Thomson AJ and Traini E and Tran BX and Ullah I and Ullah S and Uneke CJ and Unnikrishnan B and Uthman OA and Melchers NVSV and Violante FS and Wolde HF and Wonde TE and Yamada T and Yaya S and Yazdi Feyzabadi V and Yip P and Yonemoto N and Yousof HASA and Yu C and Yu Y and Yusefzadeh H and Zaki L and Zaman SB and Zamanian M and Zhang ZJ and Zhang Y and Ziapour A and Hay SI and Pigott DM}, title = {Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning}, journal = {PLoS Neglected Tropical Diseases}, volume = {15}, number = {7}, pages = {-}, year = {2021} }

RIS

TY - JOUR
AU - Cromwell EA
AU - Osborne JCP
AU - Unnasch TR
AU - Basanez M
AU - Gass KM
AU - Barbre KA
AU - Hill E
AU - Johnson KB
AU - Donkers KM
AU - Shirude S
AU - Schmidt CA
AU - Adekanmbi V
AU - Adetokunboh OO
AU - Afarideh M
AU - Ahmadpour E
AU - Beshir Ahmed M
AU - Yihunie Akalu T
AU - Alaly Z
AU - Alanezi FM
AU - Alanzi TM
AU - Alipour V
AU - Andrei CL
AU - Ansari F
AU - Ansha MG
AU - Anvari D
AU - Yaw Appiah SC
AU - Arabloo J
AU - Arnold BF
AU - Ausloos M
AU - Ayanore MA
AU - Amin Baig A
AU - Banach M
AU - Barac A
AU - Barnighausen TW
AU - Bayati M
AU - Bhattacharyya K
AU - Bhutta ZA
AU - Bibi S
AU - Bijani A
AU - Bohlouli S
AU - Bohluli M
AU - Brady OJ
AU - Bragazzi NL
AU - Butt ZA
AU - Carvalho F
AU - Chatterjee S
AU - Chattu VK
AU - Chattu SK
AU - Cormier NM
AU - Dahlawi SMA
AU - Damiani G
AU - Daoud F
AU - Darwesh AM
AU - Daryani A
AU - Deribe K
AU - Dharmaratne SD
AU - Diaz D
AU - Do HT
AU - El Sayed Zak M
AU - El Tantawi M
AU - Elemineh DA
AU - Faraj A
AU - Harandi MF
AU - Fatahi Y
AU - Feigin VL
AU - Fernandes E
AU - Foigt NA
AU - Foroutan M
AU - Franklin RC
AU - Mohialdeen Gubari MI
AU - Guido D
AU - Guo Y
AU - Hajmirzaian A
AU - Abdullah KH
AU - Hamidi S
AU - Herteliu C
AU - De Hidru HD
AU - Higazi TB
AU - Hossain N
AU - Hosseinzadeh M
AU - Househ M
AU - Ilesanmi OS
AU - Ilic MD
AU - Ilic IM
AU - Iqbal U
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TI - Predicting the Environmental Suitability for Onchocerciasis in Africa As an Aid to Elimination Planning
JO - PLoS Neglected Tropical Diseases
VL - 15
IS - 7
SP -
EP -
PY - 2021
ER -

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Abstract