• Evolving spiking neural networks for personalised modelling, classification and prediction of spatio-temporal patterns with a case study on stroke

      Kasabov, N; Feigin, V; Hou, Z-G; Chen, Y; Liang, L; Krishnamurthi, R; Othman, M; Parmar, P (Elsevier, 2014)
      The paper presents a novel method and system for personalised (individualised) modelling of spatio/spectro-temporal data (SSTD) and prediction of events. A novel evolving spiking neural network reservoir system (eSNNr) is ...
    • Global and Regional Mortality From 235 Causes of Death for 20 Age Groups in 1990 and 2010: A Systematic Analysis for the Global Burden of Disease Study 2010

      Lozano, R; Naghavi, M; Foreman, K; Lim, S; Shibuya, K; Aboyans, V; Abraham, J; Adair, T; Aggarwal, R; Ahn, SY; Alvarado, M; Anderson, HR; Anderson, LM; Andrews, KG; Atkinson, C; Baddour, LM; Barker-Collo, S; Bartels, DH; Bell, ML; Benjamin, EJ; Bennett, D; Bhalla, K; Bikbov, B; Bin Abdulhak, A; Birbeck, G; Blyth, F; Bolliger, I; Boufous, S; Bucello, C; Burch, M; Burney, P; Carapetis, J; Chen, H; Chou, D; Chugh, SS; Coffeng, LE; Colan, SD; Colquhoun, S; Colson, KE; Condon, J; Connor, MD; Cooper, LT; Corriere, M; Cortinovis, M; de Vaccaro, KC; Couser, W; Cowie, BC; Criqui, MH; Cross, M; Dabhadkar, KC; Dahodwala, N; De Leo, D; Degenhardt, L; Delossantos, A; Denenberg, J; Des Jarlais, DC; Dharmaratne, SD; Dorsey, ER; Driscoll, T; Duber, H; Ebel, B; Erwin, PJ; Espindola, P; Ezzati, M; Feigin, V; Flaxman, AD; Forouzanfar, MH; Fowkes, FG; Franklin, R; Fransen, M; Freeman, MK; Gabriel, SE; Gakidou, E; Gaspari, F; Gillum, RF; Gonzalez-Medina, D; Halasa, YA; Haring, D; Harrison, JE; Havmoeller, R; Hay, RJ; Hoen, B; Hotez, PJ; Hoy, D; Jacobsen, KH; James, SL; Jasrasaria, R; Jayaraman, S; Johns, N; Karthikeyan, G; Kassebaum, N; Keren, A; Khoo, JP; Knowlton, LM; Kobusingye, O; Koranteng, A; Krishnamurthi, R; Lipnick, M; Lipshultz, SE; Ohno, SL; Mabweijano, J; MacIntyre, MF; Mallinger, L; March, L; Marks, GB; Marks, R; Matsumori, A; Matzopoulos, R; Mayosi, BM; McAnulty, JH; McDermott, MM; McGrath, J; Mensah, GA; Merriman, TR; Michaud, C; Miller, M; Miller, TR; Mock, C; Mocumbi, AO; Mokdad, AA; Moran, A; Mulholland, K; Nair, MN; Naldi, L; Narayan, KM; Nasseri, K; Norman, P; O'Donnell, M; Omer, SB; Ortblad, K; Osborne, R; Ozgediz, D; Pahari, B; Pandian, JD; Rivero, AP; Padilla, RP; Perez-Ruiz, F; Perico, N; Phillips, D; Pierce, K; Pope, CA; Porrini, E; Pourmalek, F; Raju, M; Ranganathan, D; Rehm, JT; Rein, DB; Remuzzi, G; Rivara, FP; Roberts, T; De León, FR; Rosenfeld, LC; Rushton, L; Sacco, RL; Salomon, JA; Sampson, U; Sanman, E; Schwebel, DC; Segui-Gomez, M; Shepard, DS; Singh, D; Singleton, J; Sliwa, K; Smith, E; Steer, A; Taylor, JA; Thomas, B; Tleyjeh, IM; Towbin, JA; Truelsen, T; Undurraga, EA; Venketasubramanian, N; Vijayakumar, L; Vos, T; Wagner, GR; Wang, M; Wang, W; Watt, K; Weinstock, MA; Weintraub, R; Wilkinson, JD; Woolf, AD; Wulf, S; Yeh, PH; Yip, P; Zabetian, A; Zheng, ZJ; Lopez, AD; Murray, CJ (Elsevier, 2013)
      Background Reliable and timely information on the leading causes of death in populations, and how these are changing, is a crucial input into health policy debates. In the Global Burden of Diseases, Injuries, and Risk ...
    • Global, Regional, and Country-specific Lifetime Risks of Stroke, 1990 and 2016

      GBD 2016 Lifetime Risk of Stroke Collaborators; Feigin, VL; Nguyen, G; Cercy, K; Johnson, CO; Alam, T; Parmar, PG; Abajobir, AA; Abate, KH; Abd-Allah, F; Abejie, AN; Abyu, GY; Ademi, Z; Agarwal, G; Ahmed, MB; Akinyemi, RO; Al-Raddadi, R; Aminde, LN; Amlie-Lefond, C; Ansari, H; Asayesh, H; Asgedom, SW; Atey, TM; Ayele, HT; Banach, M; Banerjee, A; Barac, A; Barker-Collo, SL; Bärnighausen, T; Barregard, L; Basu, S; Bedi, N; Behzadifar, M; Béjot, Y; Bennett, DA; Bensenor, IM; Berhe, DF; Boneya, DJ; Brainin, M; Campos-Nonato, IR; Caso, V; Castañeda-Orjuela, CA; Rivas, JC; Catalá-López, F; Christensen, H; Criqui, MH; Damasceno, A; Dandona, L; Dandona, R; Davletov, K; de Courten, B; deVeber, G; Dokova, K; Edessa, D; Endres, M; Faraon, EJA; Farvid, MS; Fischer, F; Foreman, K; Forouzanfar, MH; Gall, SL; Gebrehiwot, TT; Geleijnse, JM; Gillum, RF; Giroud, M; Goulart, AC; Gupta, R; Gupta, R; Hachinski, V; Hamadeh, RR; Hankey, GJ; Hareri, HA; Havmoeller, R; Hay, SI; Hegazy, MI; Hibstu, DT; James, SL; Jeemon, P; John, D; Jonas, JB; Jóźwiak, J; Kalani, R; Kandel, A; Kasaeian, A; Kengne, AP; Khader, YS; Khan, AR; Khang, Y-H; Khubchandani, J; Kim, D; Kim, YJ; Kivimaki, M; Kokubo, Y; Kolte, D; Kopec, JA; Kosen, S; Kravchenko, M; Krishnamurthi, R; Kumar, GA; Lafranconi, A; Lavados, PM; Legesse, Y; Li, Y; Liang, X; Lo, WD; Lorkowski, S; Lotufo, PA; Loy, CT; Mackay, MT; Abd El Razek, HM; Mahdavi, M; Majeed, A; Malekzadeh, R; Malta, DC; Mamun, AA; Mantovani, LG; Martins, SCO; Mate, KK; Mazidi, M; Mehata, S; Meier, T; Melaku, YA; Mendoza, W; Mensah, GA; Meretoja, A; Mezgebe, HB; Miazgowski, T; Miller, TR; Ibrahim, NM; Mohammed, S; Mokdad, AH; Moosazadeh, M; Moran, AE; Musa, KI; Negoi, RI; Nguyen, M; Nguyen, QL; Nguyen, TH; Tran, TT; Nguyen, TT; Anggraini Ningrum, DN; Norrving, B; Noubiap, JJ; O’Donnell, MJ; Olagunju, AT; Onuma, OK; Owolabi, MO; Parsaeian, M; Patton, GC; Piradov, M; Pletcher, MA; Pourmalek, F; Prakash, V; Qorbani, M; Rahman, M; Rahman, MA; Rai, RK; Ranta, A; Rawaf, D; Rawaf, S; Renzaho, AMN; Robinson, SR; Sahathevan, R; Sahebkar, A; Salomon, JA; Santalucia, P; Santos, IS; Sartorius, B; Schutte, AE; Sepanlou, SG; Shafieesabet, A; Shaikh, MA; Shamsizadeh, M; Sheth, KN; Sisay, M; Shin, M-J; Shiue, I; Silva, DAS; Sobngwi, E; Soljak, M; Sorensen, RJD; Sposato, LA; Stranges, S; Suliankatchi, RA; Tabarés-Seisdedos, R; Tanne, D; Nguyen, CT; Thakur, JS; Thrift, AG; Tirschwell, DL; Topor-Madry, R; Tran, BX; Nguyen, LT; Truelsen, T; Tsilimparis, N; Tyrovolas, S; Ukwaja, KN; Uthman, OA; Varakin, Y; Vasankari, T; Venketasubramanian, N; Vlassov, VV; Wang, W; Werdecker, A; Wolfe, CDA; Xu, G; Yano, Y; Yonemoto, N; Yu, C; Zaidi, Z; El Sayed Zaki, M; Zhou, M; Ziaeian, B; Zipkin, B; Vos, T; Naghavi, M; Murray, CJL; Roth, GA (Massachusetts Medical Society, 2018)
      BACKGROUND: The lifetime risk of stroke has been calculated in a limited number of selected populations. We sought to estimate the lifetime risk of stroke at the regional, country, and global level using data from a ...
    • Improving adherence to secondary stroke prevention strategies through motivational interviewing

      Barker-Collo, S; Krishnamurthi, R; Witt, E (American Heart Association, Inc., 2015)
      Background and Purpose—Stroke recurrence rates are high (20%–25%) and have not declined over past 3 decades. This study tested effectiveness of motivational interviewing (MI) for reducing stroke recurrence, measured by ...
    • The Incidence of Stroke in Indigenous Populations of Countries With a Very High Human Development Index: A Systematic Review Protocol

      Babalanski, AH; Dos Santos, A; Woods, JA; Thrift, AG; Kleinig, TJ; Suchy-Dicey, A; Siri, SR; Boden-Albala, B; Krishnamurthi, R; Feigin, V; Buchwald, D; Ranta, A; Mienna, CS; Zavaleta, C; Churilov, L; Burchill, L; Zion, D; Longstreth Jr, WT; Tirschwell, DL; Anand, S; Parsons, MW; Brown, A; Warne, DK; Harwood, M; Katzenellenbogen, JM (Frontiers Media, 2021)
      Background and Aims: Despite known Indigenous health and socioeconomic disadvantage in countries with a Very High Human Development Index, data on the incidence of stroke in these populations are sparse. With oversight ...
    • Incidence of Transient Ischemic Attack in Auckland, New Zealand, in 2011 to 2012

      Barber, PA; Krishnamurthi, R; Parag, V; Anderson, NE; Ranta, A; Klifoyle, D; Wong, E; Green, G; Arroll, B; Bennett, DA; Witt, E; Rush, E; Suh, FM; Theadom, A; Rathnasabapathy, Y; Te Ao, B; Parmar, P; Feigin, V; for the ARCOS IV study group (American Heart Association, 2016)
      Background and Purpose—There have been few recent population-based studies reporting the incidence (first ever) and attack rates (incident and recurrent) of transient ischemic attack (TIA). Methods—The fourth Auckland ...
    • Information methods for predicting risk and outcome of stroke

      Liang, L; Krishnamurthi, R; Kasabov, N; Feigin, V (Springer Verlag, 2014)
      Stroke is a major cause of disability and mortality in most economically developed countries. It is the second leading cause of death worldwide (after cancer and heart disease) [55.1, 2] and a major cause of disability in ...
    • Methodology of the Fatigue After STroke Educational Recovery (FASTER) Group Randomised Controlled Trial

      Barker-Collo, SL; Krishnamurthi, R; Ikeda, T; Te Ao, B; Green, G; Rathnasabapathy, Y; Feigin, VL; De Silva, S; Jones, K (SAGE Publications, 2021)
      RATIONALE: Post-stroke fatigue (PSF) affects up to 92% of stroke survivors, causing significant burden. Educational Cognitive Behavioural Therapy (CBT) fatigue groups show positive results in other health conditions. AIMS: ...
    • Methodology of the Stroke Self-management Rehabilitation Trial: An International, Multisite Pilot Trial

      Jones, KM; Bhattacharjee, R; Krishnamurthi, R; Blanton, S; Theadom, A; Barker-Collo, S; Thrift, A; Parmar, P; Maujean, A; Ranta, A; Sanya, E; Feigin, VL; on behalf of the SMART Study Group (Elsevier, 2015)
      Rationale Stroke is a major cause of long-term adult disability with many survivors living in the community relying on family members for on-going support. However, reports of inadequate understanding of rehabilitation ...
    • New Avenue for the Geriatric Depression Scale: Rasch Transformation Enhances Reliability of Assessment

      Merkin, AG; Medvedev, ON; Sachdev, PS; Tippett, L; Krishnamurthi, R; Mahon, S; Kasabov, N; Parmar, P; Crawford, J; Doborjeh, ZG; Doborjeh, MG; Kang, K; Kochan, NA; Bahrami, H; Brodaty, H; Feigin, VL (Elsevier, 2019)
      Background Depression is a common problem in older adults. The 15-item Geriatric Depression Scale (GDS-15) is a widely used psychometric tool for measuring depression in the elderly, but its psychometric properties have ...
    • Plasma Cyclic Glycine Proline/IGF‐1 Ratio Predicts Clinical Outcome and Recovery in Stroke Patients

      Fan, D; Krishnamurthi, R; Harris, P; Barber, PA; Guan, J (Wiley Open Access, 2019)
      Objective: Many stroke patients make a partial recovery in function during the first 3 months, partially through promoting insulin-like growth factor-1 (IGF-1) function. A prognostic biomarker that associates with IGF-1 ...
    • Plasma cyclic glycine proline/IGF‐1 ratio predicts clinical outcome and recovery in stroke patients

      Fan, D; Krishnamurthi, R; Harris, P; Barber, PA; Guan, J (Wiley Open Access, 2019)
    • Prevalence of Muscular Dystrophies: A Systematic Literature Review

      Theadom, A; Rodrigues, M; Roxburgh, R; Balalla, S; Higgins, C; Bhattacharjee, R; Jones, K; Krishnamurthi, R; Feigin, V (Karger, 2014)
      Background: Determining the prevalence of neuromuscular disorders for the general population is important to identify the scope of burden on society and enable comparisons with other health conditions. This systematic ...
    • Putting Your Health in Your Own Hands: A New Strategy for Primary Stroke Prevention

      Feigin, VL; Krishnamurthi, R; Bhattacharjee, R (Longdom, 2015)
      As evidenced by the increasing stroke burden worldwide, currently used primary stroke prevention strategies are not effective enough. One of the main reasons for insufficient effectiveness of the currently used primary ...
    • Reducing recurrent stroke: methodology of the motivational interviewing in stroke (MIST) randomized clinical trial

      Krishnamurthi, R; Witt, E; Barker-Collo, S; McPherson, K; Davis-Martin, K; Bennett, D; Rush, E; Suh, F; Starkey, N; Parag, V; Rathnasabapathy, Y; Jones, A; Brown, P; Te Ao, B; Feigin, VL; ARCOS IV Programme Group (John Wiley & Sons, 2014)
      Recurrent stroke is prevalent in both developed and developing countries, contributing significantly to disability and death. Recurrent stroke rates can be reduced by adequate risk factor management. However, adherence to ...
    • The Stroke Riskometer(TM) App: Validation of a Data Collection Tool and Stroke Risk Predictor

      Parmar, P; Krishnamurthi, R; Ikram, MA; Hofman, A; Mirza, SS; Varakin, Y; Kravchenko, M; Piradov, M; Thrift, AG; Norrving, B; Wang, W; Mandal, DK; Barker-Collo, S; Sahathevan, R; Davis, S; Saposnik, G; Kivipelto, M; Sindi, S; Bornstein, NM; Giroud, M; Béjot, Y; Brainin, M; Poulton, R; Narayan, KM; Correia, M; Freire, A; Kokubo, Y; Wiebers, D; Mensah, G; BinDhim, NF; Barber, PA; Pandian, JD; Hankey, GJ; Mehndiratta, MM; Azhagammal, S; Ibrahim, NM; Abbott, M; Rush, E; Hume, P; Hussein, T; Bhattacharjee, R; Purohit, M; Feigin, VL; Stroke RiskometerTM Collaboration Writing Group (John Wiley & Sons Ltd, 2015)
      The greatest potential to reduce the burden of stroke is by primary prevention of first-ever stroke, which constitutes three quarters of all stroke. In addition to population-wide prevention strategies (the 'mass' approach), ...
    • Years Lived With Disability (YLD) for 1160 Sequelae of 289 Diseases and Injuries 1990-2010: A Systematic Analysis for the Global Burden of Disease Study 2010

      Vos, T; Flaxman, AD; Naghavi, M; Lozano, R; Michaud, C; Ezzati, M; Shibuya, K; Salomon, JA; Abdalla, S; Aboyans, V; Abraham, J; Ackerman, I; Aggarwal, R; Ahn, SY; Ali, MK; Alvarado, M; Anderson, HR; Anderson, LM; Andrews, KG; Atkinson, C; Baddour, LM; Bahalim, AN; Barker-Collo, S; Barrero, LH; Bartels, DH; Basáñez, MG; Baxter, A; Bell, ML; Benjamin, EJ; Bennett, D; Bernabé, E; Bhalla, K; Bhandari, B; Bikbov, B; Bin Abdulhak, A; Birbeck, G; Black, JA; Blencowe, H; Blore, JD; Blyth, F; Bolliger, I; Bonaventure, A; Boufous, S; Bourne, R; Boussinesq, M; Braithwaite, T; Brayne, C; Bridgett, L; Brooker, S; Brooks, P; Brugha, TS; Bryan-Hancock, C; Bucello, C; Buchbinder, R; Buckle, G; Budke, CM; Burch, M; Burney, P; Burstein, R; Calabria, B; Campbell, B; Canter, CE; Carabin, H; Carapetis, J; Carmona, L; Cella, C; Charlson, F; Chen, H; Cheng, AT; Chou, D; Chugh, SS; Coffeng, LE; Colan, SD; Colquhoun, S; Colson, KE; Condon, J; Connor, MD; Cooper, LT; Corriere, M; Cortinovis, M; de Vaccaro, KC; Couser, W; Cowie, BC; Criqui, MH; Cross, M; Dabhadkar, KC; Dahiya, M; Dahodwala, N; Damsere-Derry, J; Danaei, G; Davis, A; De Leo, D; Degenhardt, L; Dellavalle, R; Delossantos, A; Denenberg, J; Derrett, S; Des Jarlais, DC; Dharmaratne, SD; Dherani, M; Diaz-Torne, C; Dolk, H; Dorsey, ER; Driscoll, T; Duber, H; Ebel, B; Edmond, K; Elbaz, A; Ali, SE; Erskine, H; Erwin, PJ; Espindola, P; Ewoigbokhan, SE; Farzadfar, F; Feigin, V; Felson, DT; Ferrari, A; Ferri, CP; Fèvre, EM; Finucane, MM; Flaxman, S; Flood, L; Foreman, K; Forouzanfar, MH; Fowkes, FG; Franklin, R; Fransen, M; Freeman, MK; Gabbe, BJ; Gabriel, SE; Gakidou, E; Ganatra, HA; Garcia, B; Gaspari, F; Gillum, RF; Gmel, G; Gosselin, R; Grainger, R; Groeger, J; Guillemin, F; Gunnell, D; Gupta, R; Haagsma, J; Hagan, H; Halasa, YA; Hall, W; Haring, D; Haro, JM; Harrison, JE; Havmoeller, R; Hay, RJ; Higashi, H; Hill, C; Hoen, B; Hoffman, H; Hotez, PJ; Hoy, D; Huang, JJ; Ibeanusi, SE; Jacobsen, KH; James, SL; Jarvis, D; Jasrasaria, R; Jayaraman, S; Johns, N; Jonas, JB; Karthikeyan, G; Kassebaum, N; Kawakami, N; Keren, A; Khoo, JP; King, CH; Knowlton, LM; Kobusingye, O; Koranteng, A; Krishnamurthi, R; Lalloo, R; Laslett, LL; Lathlean, T; Leasher, JL; Lee, YY; Leigh, J; Lim, SS; Limb, E; Lin, JK; Lipnick, M; Lipshultz, SE; Liu, W; Loane, M; Ohno, SL; Lyons, R; Ma, J; Mabweijano, J; MacIntyre, MF; Malekzadeh, R; Mallinger, L; Manivannan, S; Marcenes, W; March, L; Margolis, DJ; Marks, GB; Marks, R; Matsumori, A; Matzopoulos, R; Mayosi, BM; McAnulty, JH; McDermott, MM; McGill, N; McGrath, J; Medina-Mora, ME; Meltzer, M; Mensah, GA; Merriman, TR; Meyer, AC; Miglioli, V; Miller, M; Miller, TR; Mitchell, PB; Mocumbi, AO; Moffitt, TE; Mokdad, AA; Monasta, L; Montico, M; Moradi-Lakeh, M; Moran, A; Morawska, L; Mori, R; Murdoch, ME; Mwaniki, MK; Naidoo, K; Nair, MN; Naldi, L; Narayan, KM; Nelson, PK; Nelson, RG; Nevitt, MC; Newton, CR; Nolte, S; Norman, P; Norman, R; O'Donnell, M; O'Hanlon, S; Olives, C; Omer, SB; Ortblad, K; Osborne, R; Ozgediz, D; Page, A; Pahari, B; Pandian, JD; Rivero, AP; Patten, SB; Pearce, N; Padilla, RP; Perez-Ruiz, F; Perico, N; Pesudovs, K; Phillips, D; Phillips, MR; Pierce, K; Pion, S; Polanczyk, GV; Polinder, S; Pope, CA; Popova, S; Porrini, E; Pourmalek, F; Prince, M; Pullan, RL; Ramaiah, KD; Ranganathan, D; Razavi, H; Regan, M; Rehm, JT; Rein, DB; Remuzzi, G; Richardson, K; Rivara, FP; Roberts, T; Robinson, C; De Leòn, FR; Ronfani, L; Room, R; Rosenfeld, LC; Rushton, L; Sacco, RL; Saha, S; Sampson, U; Sanchez-Riera, L; Sanman, E; Schwebel, DC; Scott, JG; Segui-Gomez, M; Shahraz, S; Shepard, DS; Shin, H; Shivakoti, R; Singh, D; Singh, GM; Singh, JA; Singleton, J; Sleet, DA; Sliwa, K; Smith, E; Smith, JL; Stapelberg, NJ; Steer, A; Steiner, T; Stolk, WA; Stovner, LJ; Sudfeld, C; Syed, S; Tamburlini, G; Tavakkoli, M; Taylor, HR; Taylor, JA; Taylor, WJ; Thomas, B; Thomson, WM; Thurston, GD; Tleyjeh, IM; Tonelli, M; Towbin, JA; Truelsen, T; Tsilimbaris, MK; Ubeda, C; Undurraga, EA; van der Werf, MJ; van Os, J; Vavilala, MS; Venketasubramanian, N; Wang, M; Wang, W; Watt, K; Weatherall, DJ; Weinstock, MA; Weintraub, R; Weisskopf, MG; Weissman, MM; White, RA; Whiteford, H; Wiersma, ST; Wilkinson, JD; Williams, HC; Williams, SR; Witt, E; Wolfe, F; Woolf, AD; Wulf, S; Yeh, PH; Zaidi, AK; Zheng, ZJ; Zonies, D; Lopez, AD; Murray, CJ (Elsevier, 2013)
      Non-fatal health outcomes from diseases and injuries are a crucial consideration in the promotion and monitoring of individual and population health. The Global Burden of Disease (GBD) studies done in 1990 and 2000 have ...