6 research outputs found
On convex conceptual regions in deep network representations
- Author
- Publication venue
- Publication date
- 26/05/2023
- Field of study
The current study of human-machine alignment aims at understanding the
geometry of latent spaces and the correspondence to human representations.
G\"ardenfors' conceptual spaces is a prominent framework for understanding
human representations. Convexity of object regions in conceptual spaces is
argued to promote generalizability, few-shot learning, and intersubject
alignment. Based on these insights, we investigate the notion of convexity of
concept regions in machine-learned latent spaces. We develop a set of tools for
measuring convexity in sampled data and evaluate emergent convexity in layered
representations of state-of-the-art deep networks. We show that convexity is
robust to basic re-parametrization, hence, meaningful as a quality of
machine-learned latent spaces. We find that approximate convexity is pervasive
in neural representations in multiple application domains, including models of
images, audio, human activity, text, and brain data. We measure convexity
separately for labels (i.e., targets for fine-tuning) and other concepts.
Generally, we observe that fine-tuning increases the convexity of label
regions, while for more general concepts, it depends on the alignment of the
concept with the fine-tuning objective. We find evidence that pre-training
convexity of class label regions predicts subsequent fine-tuning performance
Repositioning of the global epicentre of non-optimal cholesterol
- Author
- Aadahl Mette
- Abarca-Gómez Leandra
- Abu-Rmeileh Niveen M.
- Acosta-Cazares Benjamin
- Adams Robert J.
- Aekplakorn Wichai
- Agdeppa Imelda A.
- Aghazadeh-Attari Javad
- Aguilar-Salinas Carlos A.
- Agyemang Charles
- Ahluwalia Tarunveer S.
- Ahmad Noor Ani
- Ahmadi Ali
- Ahmadi Naser
- Ahmed Soheir H.
- Ahrens Wolfgang
- Ajlouni Kamel
- al-Safi Ismail Aziz
- Alarouj Monira
- AlBuhairan Fadia
- AlDhukair Shahla
- Ali Mohamed M.
- Alkandari Abdullah
- Alkerwi Ala’a
- Aly Eman
- Amarapurkar Deepak N.
- Amouyel Philippe
- Andersen Lars Bo
- Anderssen Sigmund A.
- Anjana Ranjit Mohan
- Ansari-Moghaddam Alireza
- Aounallah-Skhiri Hajer
- Araújo Joana
- Ariansen Inger
- Aris Tahir
- Arku Raphael E.
- Arlappa Nimmathota
- Aryal Krishna K.
- Asghari Golaleh
- Aspelund Thor
- Assunção Maria Cecília F.
- Auvinen Juha
- Avdicová Mária
- Azevedo Ana
- Azizi Fereidoun
- Azmin Mehrdad
- Balakrishna Nagalla
- Bamoshmoosh Mohamed
- Banach Maciej
- Bandosz Piotr
- Banegas José R.
- Bao Tran Quoc
- Barbagallo Carlo M.
- Barceló Alberto
- Barkat Amina
- Bata Iqbal
- Batieha Anwar M.
- Batyrbek Assembekov
- Baur Louise A.
- Beaglehole Robert
- Bebakar Wan Mohamad Wan
- Belavendra Antonisamy
- Ben Romdhane Habiba
- Benet Mikhail
- Benn Marianne
- Bennett James E.
- Berkinbayev Salim
- Bernabe-Ortiz Antonio
- Bernotiene Gailute
- Bettiol Heloisa
- Bhargava Santosh K.
- Bi Yufang
- Bienek Asako
- Bikbov Mukharram
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- Kelishadi Roya
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- Zhou Bin
- Zhussupov Baurzhan
- Zoghlami Nada
- Publication venue
- Publication date
- 01/01/2020
- Field of study
High blood cholesterol is typically considered a feature of wealthy western countries(1,2). However, dietary and behavioural determinants of blood cholesterol are changing rapidly throughout the world(3) and countries are using lipid-lowering medications at varying rates. These changes can have distinct effects on the levels of high-density lipoprotein (HDL) cholesterol and non-HDL cholesterol, which have different effects on human health(4,5). However, the trends of HDL and non-HDL cholesterol levels over time have not been previously reported in a global analysis. Here we pooled 1,127 population-based studies that measured blood lipids in 102.6 million individuals aged 18 years and older to estimate trends from 1980 to 2018 in mean total, non-HDL and HDL cholesterol levels for 200 countries. Globally, there was little change in total or non-HDL cholesterol from 1980 to 2018. This was a net effect of increases in low- and middle-income countries, especially in east and southeast Asia, and decreases in high-income western countries, especially those in northwestern Europe, and in central and eastern Europe. As a result, countries with the highest level of non-HDL cholesterol-which is a marker of cardiovascular riskchanged from those in western Europe such as Belgium, Finland, Greenland, Iceland, Norway, Sweden, Switzerland and Malta in 1980 to those in Asia and the Pacific, such as Tokelau, Malaysia, The Philippines and Thailand. In 2017, high non-HDL cholesterol was responsible for an estimated 3.9 million (95% credible interval 3.7 million-4.2 million) worldwide deaths, half of which occurred in east, southeast and south Asia. The global repositioning of lipid-related risk, with non-optimal cholesterol shifting from a distinct feature of high-income countries in northwestern Europe, north America and Australasia to one that affects countries in east and southeast Asia and Oceania should motivate the use of population-based policies and personal interventions to improve nutrition and enhance access to treatment throughout the world.Peer reviewe
Global variations in diabetes mellitus based on fasting glucose and haemogloblin A1c
- Author
- Abbasi-Kangevari Mohsen
- Abdul Rahim Hanan F.
- Abu-Rmeileh Niveen M.
- Adambekov Shalkar
- Adams Robert J.
- Aekplakorn Wichai
- Agdeppa Imelda A.
- Aghazadeh-Attari Javad
- Aguilar-Salinas Carlos A.
- Agyemang Charles
- Ahmad Noor Ani
- Ahmadi Ali
- Ahmadi Naser
- Ahmadi Nastaran
- Ahmed Soheir H.
- Ajlouni Kamel
- Al Asfoor Deena
- Al Qaoud Nawal M.
- Al-Hina Halima
- Al-Lahou Badreya
- Al-Lawati Jawad A.
- Alarouj Monira
- AlBuhairan Fadia
- AlDhukair Shahla
- Aldwairji Maryam A.
- Ali Mohamed M.
- Alinezhad Farbod
- Alkandari Abdullah
- Alomirah Husam F.
- Aly Eman
- Amarapurkar Deepak N.
- Andersen Lars Bo
- Anderssen Sigmund A.
- Andrade Dolores S.
- Anjana Ranjit Mohan
- Ansari-Moghaddam Alireza
- Aounallah-Skhiri Hajer
- Aris Tahir
- Arlappa Nimmathota
- Aryal Krishna K.
- Assah Felix K.
- Assembekov Batyrbek
- Auvinen Juha
- Avdičová Mária
- Azad Kishwar
- Azimi-Nezhad Mohsen
- Azizi Fereidoun
- Bacopoulou Flora
- Balakrishna Nagalla
- Bamoshmoosh Mohamed
- Banach Maciej
- Bandosz Piotr
- Banegas José R.
- Bao Tran Quoc
- Barbagallo Carlo M.
- Barceló Alberto
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- Barrera Lena
- Basit Abdul
- Batieha Anwar M.
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- Imperatore Giuseppina
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- Khosravi Alireza
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- Kingston Andrew
- Klakk Heidi
- Klanova Jana
- Knoflach Michael
- Kolsteren Patrick
- Korpelainen Raija
- Korrovits Paul
- Kos Jelena
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- Lachat Carl
- Laid Youcef
- Lall Lachmie
- Lankila Tiina
- Lanska Vera
- Lappas Georg
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- Latt Tint Swe
- Laurenzi Martino
- Laxmaiah Avula
- Lehmann Nils
- Lehtimäki Terho
- Lemogoum Daniel
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- Pilav Aida
- Piler Pavel
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- Piwonska Aleksandra
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- Plata Silvia
- Porta Miquel
- Poudyal Anil
- Pourfarzi Farhad
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- Viana Peixoto Sergio
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- Viswanathan Bharathi
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- Wannamethee S. Goya
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- Willeit Peter
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- Wong Norazizah Ibrahim
- Woodward Mark
- Wu Frederick C.
- Xu Haiquan
- Xu Liang
- Yaacob Nor Azwany
- Yan Li
- Yan Weili
- Yoosefi Moein
- Yoshihara Akihiro
- Younger-Coleman Novie O.
- Yu Yu-Ling
- Yu Yunjiang
- Yusoff Ahmad Faudzi
- Zainuddin Ahmad A.
- Zamani Farhad
- Zambon Sabina
- Zampelas Antonis
- Zaw Ko Ko
- Zdrojewski Tomasz
- Zeljkovic Vrkic Tajana
- Zeng Yi
- Zhang Zhen-Yu
- Zholdin Bekbolat
- Zhou Bin
- Zimmet Paul
- Zitt Emanuel
- Zuñiga Cisneros Julio
- Čapková Naděžda
- Šalaj Sanja
- Publication venue
- Nature Publishing Group
- Publication date
- 01/01/2023
- Field of study
Fasting plasma glucose (FPG) and haemoglobin A1c (HbA1c) are both used to diagnose
diabetes, but may identify different people as having diabetes. We used data from 117
population-based studies and quantified, in different world regions, the prevalence of
diagnosed diabetes, and whether those who were previously undiagnosed and detected
as having diabetes in survey screening had elevated FPG, HbA1c, or both. We developed
prediction equations for estimating the probability that a person without previously
diagnosed diabetes, and at a specific level of FPG, had elevated HbA1c, and vice versa.
The age-standardised proportion of diabetes that was previously undiagnosed, and
detected in survey screening, ranged from 30% in the high-income western region to 66%
in south Asia. Among those with screen-detected diabetes with either test, the agestandardised
proportion who had elevated levels of both FPG and HbA1c was 29-39%
across regions; the remainder had discordant elevation of FPG or HbA1c. In most low- and
middle-income regions, isolated elevated HbA1c more common than isolated elevated
FPG. In these regions, the use of FPG alone may delay diabetes diagnosis and
underestimate diabetes prevalence. Our prediction equations help allocate finite
resources for measuring HbA1c to reduce the global gap in diabetes diagnosis and
surveillance.peer-reviewe
Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
- Author
- Abbasi-Kangevari Mohsen
- Abu-Rmeileh Niveen, M
- Adambekov Shalkar
- Adams Robert, J
- Aekplakorn Wichai
- Agdeppa Imelda, A
- Aghazadeh-Attari Javad
- Aguilar-Salinas Carlos, A
- Agyemang Charles
- Ahmad Noor Ani
- Ahmadi Ali
- Ahmadi Naser
- Ahmadi Nastaran
- Ahmed Soheir, H
- Ajlouni Kamel
- Al Qaoud Nawal, M
- Al-Hinai Halima
- Al-Lahou Badreya
- Al-Lawati Jawad, A
- Alarouj Monira
- Albuhairan Fadia
- Aldhukair Shahla
- Aldwairji Maryam, A
- Ali Mohamed, M
- Alinezhad Farbod
- Alkandari Abdullah
- Alomirah Husam, F
- Aly Eman
- Amarapurkar Deepak, N
- Andersen Lars Bo
- Anderssen Sigmund, A
- Andrade Dolores, S
- Anjana Ranjit Mohan
- Ansari-Moghaddam Alireza
- Aounallah-Skhiri Hajer
- Aris Tahir
- Arlappa Nimmathota
- Aryal Krishna, K
- Asfoor Deena Al
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- van der Heyden Johan
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- Vanuzzo Diego
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- Velasquez-Melendez Gustavo
- Verstraeten Roosmarijn
- Viet Lucie
- Villalpando Salvador
- Vioque Jesus
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- Viswanathan Bharathi
- Voutilainen Ari
- Wade Alisha, N
- Wan Bebakar Wan Mohamad
- Wan Mohamud Wan Nazaimoon
- Wang Chongjian
- Wang Ningli
- Wang Qian
- Wang Ya Xing
- Wang Ying-Wei
- Wannamethee S. Goya
- Webster-Kerr Karen
- Wedderkopp Niels
- Wei Wenbin
- Westbury Leo, D
- Whincup Peter, H
- Widhalm Kurt
- Widyahening Indah, S
- Wilks Rainford, J
- Willeit Johann
- Willeit Peter
- Wilsgaard Tom
- Więcek Andrzej
- Wojtyniak Bogdan
- Wong Andrew
- Wong Emily, B
- Woodward Mark
- Wu Frederick, C
- Xu Haiquan
- Xu Liang
- Yaacob Nor Azwany
- Yan Li
- Yan Weili
- Yoosefi Moein
- Yoshihara Akihiro
- Younger-Coleman Novie, O
- Yu Yu-Ling
- Yu Yunjiang
- Yusoff Ahmad Faudzi
- Zainuddin Ahmad, A
- Zamani Farhad
- Zambon Sabina
- Zampelas Antonis
- Zaw Ko Ko
- Zdrojewski Tomasz
- Zeljkovic Vrkic Tajana
- Zeng Yi
- Zhang Zhen-Yu
- Zholdin Bekbolat
- Zhou Bin
- Zimmet Paul
- Zitt Emanuel
- Zoghlami Nada
- Zuñiga Cisneros Julio
- Čapková Naděžda
- Šalaj Sanja
- Publication venue
- Nature Publishing Group
- Publication date
- 09/11/2023
- Field of study
International audienceAbstract Fasting plasma glucose (FPG) and hemoglobin A1c (HbA1c) are both used to diagnose diabetes, but these measurements can identify different people as having diabetes. We used data from 117 population-based studies and quantified, in different world regions, the prevalence of diagnosed diabetes, and whether those who were previously undiagnosed and detected as having diabetes in survey screening, had elevated FPG, HbA1c or both. We developed prediction equations for estimating the probability that a person without previously diagnosed diabetes, and at a specific level of FPG, had elevated HbA1c, and vice versa. The age-standardized proportion of diabetes that was previously undiagnosed and detected in survey screening ranged from 30% in the high-income western region to 66% in south Asia. Among those with screen-detected diabetes with either test, the age-standardized proportion who had elevated levels of both FPG and HbA1c was 29–39% across regions; the remainder had discordant elevation of FPG or HbA1c. In most low- and middle-income regions, isolated elevated HbA1c was more common than isolated elevated FPG. In these regions, the use of FPG alone may delay diabetes diagnosis and underestimate diabetes prevalence. Our prediction equations help allocate finite resources for measuring HbA1c to reduce the global shortfall in diabetes diagnosis and surveillance
Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
- Author
- Abbasi-Kangevari Mohsen
- Abu-Rmeileh Niveen M.
- Adambekov Shalkar
- Adams Robert J.
- Aekplakorn Wichai
- Agdeppa Imelda A.
- Aghazadeh-Attari Javad
- Aguilar-Salinas Carlos A.
- Agyemang Charles
- Ahmad Noor Ani
- Ahmadi Ali
- Ahmadi Naser
- Ahmadi Nastaran
- Ahmed Soheir H.
- Ajlouni Kamel
- Al Qaoud Nawal M.
- Al-Hinai Halima
- Al-Lahou Badreya
- Al-Lawati Jawad A.
- Alarouj Monira
- AlBuhairan Fadia
- AlDhukair Shahla
- Aldwairji Maryam A.
- Ali Mohamed M.
- Alinezhad Farbod
- Alkandari Abdullah
- Alomirah Husam F.
- Aly Eman
- Amarapurkar Deepak N.
- Andersen Lars Bo
- Anderssen Sigmund A.
- Andrade Dolores S.
- Anjana Ranjit Mohan
- Ansari-Moghaddam Alireza
- Aounallah-Skhiri Hajer
- Aris Tahir
- Arlappa Nimmathota
- Aryal Krishna K.
- Asfoor Deena Al
- Assah Felix K.
- Assembekov Batyrbek
- Auvinen Juha
- Avdičová Mária
- Azad Kishwar
- Azimi-Nezhad Mohsen
- Azizi Fereidoun
- Bacopoulou Flora
- Balakrishna Nagalla
- Bamoshmoosh Mohamed
- Banach Maciej
- Bandosz Piotr
- Banegas José R.
- Barbagallo Carlo M.
- Barceló Alberto
- Baretić Maja
- Barrera Lena
- Basit Abdul
- Batieha Anwar M.
- Batista Aline P.
- Baur Louise A.
- Belavendra Antonisamy
- Ben Romdhane Habiba
- Benet Mikhail
- Bennett James E.
- Berkinbayev Salim
- Bernabe-Ortiz Antonio
- Berrios Carrasola Ximena
- Bettiol Heloísa
- Beybey Augustin F.
- Bhargava Santosh K.
- Bika Lele Elysée Claude
- Bikbov Mukharram M.
- Bista Bihungum
- Bjerregaard Peter
- Bjertness Espen
- Bjertness Marius B.
- Björkelund Cecilia
- Bloch Katia V.
- Blokstra Anneke
- Bo Simona
- Bobak Martin
- Boggia Jose G.
- Bonaccio Marialaura
- Bonilla-Vargas Alice
- Borghs Herman
- Bovet Pascal
- Brajkovich Imperia
- Brenner Hermann
- Brewster Lizzy M.
- Brian Garry R.
- Briceño Yajaira
- Brito Miguel
- Bugge Anna
- Buntinx Frank
- Cabrera de León Antonio
- Caixeta Roberta B.
- Can Günay
- Capanzana Mario V.
- Capuano Eduardo
- Capuano Rocco
- Capuano Vincenzo
- Cardoso Viviane C.
- Carlsson Axel C.
- Carrillo-Larco Rodrigo M.
- Casanueva Felipe F.
- Censi Laura
- Cervantes‐Loaiza Marvin
- Chamnan Parinya
- Chamukuttan Snehalatha
- Chan Queenie
- Charchar Fadi J.
- Chaturvedi Nish
- Chen Huashuai
- Cheraghian Bahman
- Chirlaque María-Dolores
- Chudek Jerzy
- Cifkova Renata
- Cirillo Massimo
- Claessens Frank
- Cohen Emmanuel
- Concin Hans
- Cooper Cyrus
- Costanzo Simona
- Cowan Melanie J.
- Cowell Chris
- Crujeiras Ana B.
- Cruz Juan J.
- Cureau Felipe V.
- Cuschieri Sarah
- Cândido Ana Paula C.
- Dallongeville Jean
- Damasceno Albertino
- Danaei Goodarz
- Dastgiri Saeed
- Davletov Kairat
- De Curtis Amalia
- de Gaetano Giovanni
- De Henauw Stefaan
- Deepa Mohan
- DeGennaro Vincent
- Demarest Stefaan
- Dennison Elaine
- Deschamps Valérie
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- Schöttker Ben
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- Shamshirgaran Seyed Morteza
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- Shimizu-Furusawa Hana
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- Simon Mary
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- Slowikowska-Hilczer Jolanta
- Slusarczyk Przemysław
- Smeeth Liam
- Sobngwi Eugène
- Soemantri Agustinus
- Sofat Reecha
- Solfrizzi Vincenzo
- Somi Mohammad Hossein
- Soumaré Aïcha
- Sousa-Poza Alfonso
- Sparrenberger Karen
- Staessen Jan A.
- Stavreski Bill
- Steene-Johannessen Jostein
- Stehle Peter
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- Stessman Jochanan
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- Stokwiszewski Jakub
- Stronks Karien
- Suarez-Ortegón Milton F.
- Suebsamran Phalakorn
- Sundström Johan
- Suriyawongpaisal Paibul
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- Tamosiunas Abdonas
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- Uusitalo Hannu M. T.
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- Verstraeten Roosmarijn
- Viet Lucie
- Villalpando Salvador
- Vioque Jesus
- Virtanen Jyrki K.
- Viswanathan Bharathi
- Voutilainen Ari
- Wade Alisha N.
- Wan Bebakar Wan Mohamad
- Wan Mohamud Wan Nazaimoon
- Wang Chongjian
- Wang Ningli
- Wang Qian
- Wang Ya Xing
- Wang Ying-Wei
- Wannamethee S. Goya
- Webster-Kerr Karen
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- Wei Wenbin
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- Whincup Peter H.
- Widhalm Kurt
- Widyahening Indah S.
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- Willeit Johann
- Willeit Peter
- Wilsgaard Tom
- Więcek Andrzej
- Wojtyniak Bogdan
- Wong Andrew
- Wong Emily B.
- Woodward Mark
- Wu Frederick C.
- Xu Haiquan
- Xu Liang
- Yaacob Nor Azwany
- Yan Li
- Yan Weili
- Yoosefi Moein
- Yoshihara Akihiro
- Younger-Coleman Novie O.
- Yu Yu-Ling
- Yu Yunjiang
- Yusoff Ahmad Faudzi
- Zainuddin Ahmad A.
- Zamani Farhad
- Zambon Sabina
- Zampelas Antonis
- Zaw Ko Ko
- Zdrojewski Tomasz
- Zeljkovic Vrkic Tajana
- Zeng Yi
- Zhang Zhen-Yu
- Zholdin Bekbolat
- Zhou Bin
- Zimmet Paul
- Zitt Emanuel
- Zoghlami Nada
- Zuñiga Cisneros Julio
- Čapková Naděžda
- Šalaj Sanja
- Publication venue
- Publication date
- 01/01/2023
- Field of study
: Fasting plasma glucose (FPG) and hemoglobin A1c (HbA1c) are both used to diagnose diabetes, but these measurements can identify different people as having diabetes. We used data from 117 population-based studies and quantified, in different world regions, the prevalence of diagnosed diabetes, and whether those who were previously undiagnosed and detected as having diabetes in survey screening, had elevated FPG, HbA1c or both. We developed prediction equations for estimating the probability that a person without previously diagnosed diabetes, and at a specific level of FPG, had elevated HbA1c, and vice versa. The age-standardized proportion of diabetes that was previously undiagnosed and detected in survey screening ranged from 30% in the high-income western region to 66% in south Asia. Among those with screen-detected diabetes with either test, the age-standardized proportion who had elevated levels of both FPG and HbA1c was 29-39% across regions; the remainder had discordant elevation of FPG or HbA1c. In most low- and middle-income regions, isolated elevated HbA1c was more common than isolated elevated FPG. In these regions, the use of FPG alone may delay diabetes diagnosis and underestimate diabetes prevalence. Our prediction equations help allocate finite resources for measuring HbA1c to reduce the global shortfall in diabetes diagnosis and surveillance
Global variation in diabetes diagnosis and prevalence based on fasting glucose and hemoglobin A1c
- Author
- Abbasi-Kangevari Mohsen
- Abu-Rmeileh Niveen M.
- Adambekov Shalkar
- Adams Robert J.
- Aekplakorn Wichai
- Agdeppa Imelda A.
- Aghazadeh-Attari Javad
- Aguilar-Salinas Carlos A.
- Agyemang Charles
- Ahmad Noor Ani
- Ahmadi Ali
- Ahmadi Naser
- Ahmadi Nastaran
- Ahmed Soheir H.
- Ajlouni Kamel
- Al Asfoor Deena
- Al Nsour Mohannad
- Al Qaoud Nawal M.
- Al-Hinai Halima
- Al-Lahou Badreya
- Al-Lawati Jawad A.
- Alarouj Monira
- AlBuhairan Fadia
- AlDhukair Shahla
- Aldwairji Maryam A.
- Ali Mohamed M.
- Alinezhad Farbod
- Alkandari Abdullah
- Alomirah Husam F.
- Aly Eman
- Amarapurkar Deepak N.
- Andersen Lars Bo
- Anderssen Sigmund A.
- Andrade Dolores S.
- Anjana Ranjit Mohan
- Ansari-Moghaddam Alireza
- Aounallah-Skhiri Hajer
- Aris Tahir
- Arlappa Nimmathota
- Aryal Krishna K.
- Assah Felix K.
- Assembekov Batyrbek
- Auvinen Juha
- Avdicova Maria
- Azad Kishwar
- Azimi-Nezhad Mohsen
- Azizi Fereidoun
- Bacopoulou Flora
- Balakrishna Nagalla
- Bamoshmoosh Mohamed
- Banach Maciej
- Bandosz Piotr
- Banegas Jose R.
- Barbagallo Carlo M.
- Barcelo Alberto
- Baretic Maja
- Barrera Lena
- Basit Abdul
- Batieha Anwar M.
- Batista Aline P.
- Baur Louise A.
- Bebakar Wan Mohamad Wan
- Belavendra Antonisamy
- Ben Romdhane Habiba
- Ben Schottker
- Benchekor Sounnia Mediene
- Benet Mikhail
- Bennett James E.
- Berkinbayev Salim
- Bernabe-Ortiz Antonio
- Berrios Carrasola Ximena
- Bettiol Heloisa
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- Bloch Katia, V
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- Bobak Martin
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- Bonilla-Vargas Alice
- Borghs Herman
- Bovet Pascal
- Brajkovich Imperia
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- Briceno Yajaira
- Brito Miguel
- Bugge Anna
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- Cabrera de Leon Antonio
- Caixeta Roberta B.
- Can Gunay
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- Capkova Nadezda
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- Carlsson Axel C.
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- Cervantes-Loaiza Marvin
- Chamnan Parinya
- Chamukuttan Snehalatha
- Chan Queenie
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- Chen Huashuai
- Cheraghian Bahman
- Chirlaque Maria-Dolores
- Chudek Jerzy
- Cifkova Renata
- Cirillo Massimo
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- Concin Hans
- Cooper Cyrus
- Costanzo Simona
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- Cowell Chris
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- D'Arrigo Graziella
- D'Orsi Eleonora
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- Damasceno Albertino
- Danaei Goodarz
- Dastgiri Saeed
- Davletov Kairat
- De Curtis Amalia
- de Gaetano Giovanni
- De Henauw Stefaan
- Deepa Mohan
- DeGennaro Vincent, Jr.
- Demarest Stefaan
- Dennison Elaine
- Deschamps Valerie
- Dhimal Meghnath
- Dika Zivka
- Djalalinia Shirin
- Donfrancesco Chiara
- Dong Guanghui
- Dorobantu Maria
- Dorr Marcus
- Dragano Nico
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- Duante Charmaine A.
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- Ebrahimi Narges
- Eddie Ricky
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- Egbagbe Eruke E.
- Eghtesad Sareh
- El Ati Jalila
- El-Khateeb Mohammad
- Eldemire-Shearer Denise
- Elosua Roberto
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- Fattahi Mohammad Reza
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- Ferguson Trevor S.
- Fernandez-Berges Daniel
- Ferrari Marika
- Ferreccio Catterina
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- Frontera Guillermo
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- Gasull Magda
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- Gehring Ulrike
- Ghaderi Ebrahim
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- Ghanbari Ali
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- Gheorghe-Fronea Oana-Florentina
- Ghimire Anup
- Gialluisi Alessandro
- Giampaoli Simona
- Gianfagna Francesco
- Gill Tiffany K.
- Gironella Glen
- Giwercman Aleksander
- Goltzman David
- Gomula Aleksandra
- Goncalves Helen
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- Gonzalez Angel R.
- Gonzalez-Chica David A.
- Gonzalez-Gross Marcela
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- Gregg Edward W.
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- Grontved Anders
- Guerrero Ramiro
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