Health Informatics

  1. Machine Learning Based Prediction of COVID-19 Mortality Suggests Repositioning of Anticancer Drug for Treating Severe Cases

    1. Thomas Linden
    2. Frank Hanses
    3. Daniel Domingo-Fernández
    4. Lauren Nicole DeLong
    5. Alpha Tom Kodamullil
    6. Jochen Schneider
    7. Maria J.G.T. Vehreschild
    8. Julia Lanznaster
    9. Maria Madeleine Ruethrich
    10. Stefan Borgmann
    11. Martin Hower
    12. Kai Wille
    13. Torsten Feldt
    14. Siegbert Rieg
    15. Bernd Hertenstein
    16. Christoph Wyen
    17. Christoph Roemmele
    18. Jörg Janne Vehreschild
    19. Carolin E.M. Jakob
    20. Melanie Stecher
    21. Maria Kuzikov
    22. Andrea Zaliani
    23. Holger Fröhlich

    Reviewed by ScreenIT

    1 evaluationAppears in 1 listLatest version Latest activity

  2. Machine Learning in the analysis of lethality and evolution of infection by the SARS-CoV-2 virus (COVID-19) in workers of the Mexico City Metro

    1. Eréndira Itzel García Islas
    2. Guillermo de Anda Jáuregui
    3. Joaquín Salas Rodríguez
    4. Florencia Serranía Soto

    Reviewed by ScreenIT

    1 evaluationAppears in 1 listLatest version Latest activity

  3. Effectiveness, Explainability and Reliability of Machine Meta-Learning Methods for Predicting Mortality in Patients with COVID-19: Results of the Brazilian COVID-19 Registry

    1. Bruno Barbosa Miranda de Paiva
    2. Polianna Delfino-Pereira
    3. Claudio Moisés Valiense de Andrade
    4. Virginia Mara Reis Gomes
    5. Maria Clara Pontello Barbosa Lima
    6. Maira Viana Rego Souza-Silva
    7. Marcelo Carneiro
    8. Karina Paula Medeiros Prado Martins
    9. Thaís Lorenna Souza Sales
    10. Rafael Lima Rodrigues de Carvalho
    11. Magda C. Pires
    12. Lucas Emanuel F. Ramos
    13. Rafael T. Silva
    14. Adriana Falangola Benjamin Bezerra
    15. Alexandre Vargas Schwarzbold
    16. Aline Gabrielle Sousa Nunes
    17. Amanda de Oliveira Maurílio
    18. Ana Luiza Bahia Alves Scotton
    19. André Soares de Moura Costa
    20. Andriele Abreu Castro
    21. Bárbara Lopes Farace
    22. Christiane Corrêa Rodrigues Cimini
    23. Cíntia Alcantara De Carvalho
    24. Daniel Vitório Silveira
    25. Daniela Ponce
    26. Elayne Crestani Pereira
    27. Euler Roberto Fernandes Manenti
    28. Evelin Paola de Almeida Cenci
    29. Fernanda Barbosa Lucas
    30. Fernanda D’Athayde Rodrigues
    31. Fernando Anschau
    32. Fernando Antonio Botoni
    33. Fernando Graça Aranha
    34. Frederico Bartolazzi
    35. Gisele Alsina Nader Bastos
    36. Giovanna Grunewald Vietta
    37. Guilherme Fagundes Nascimento
    38. Helena Carolina Noal
    39. Helena Duani
    40. Heloisa Reniers Vianna
    41. Henrique Cerqueira Guimarães
    42. Isabela Moraes Gomes
    43. Jamille Hemétrio Salles Martins Costa
    44. Jéssica Rayane Corrêa Silva da Fonseca
    45. Júlia Di Sabatino Santos Guimarães
    46. Júlia Drumond Parreiras de Morais
    47. Juliana Machado Rugolo
    48. Joanna D’arc Lyra Batista
    49. Joice Coutinho de Alvarenga
    50. José Miguel Chatkin
    51. Karen Brasil Ruschel
    52. Leila Beltrami Moreira
    53. Leonardo Seixas de Oliveira
    54. Liege Barella Zandoná
    55. Lílian Santos Pinheiro
    56. Luanna da Silva Monteiro
    57. Lucas de Deus Sousa
    58. Luciane Kopittke
    59. Luciano de Souza Viana
    60. Luis César de Castro
    61. Luisa Argolo Assis
    62. Luisa Elem Almeid Santos
    63. Máderson Alvares de Souza Cabral
    64. Magda Cesar Raposo
    65. Maiara Anschau Floriani
    66. Maria Angélica Pires Ferreira
    67. Maria Aparecida Camargos Bicalho
    68. Mariana Frizzo de Godoy
    69. Matheus Carvalho Alves Nogueira
    70. Meire Pereira de Figueiredo
    71. Milton Henriques Guimarães-Júnior
    72. Mônica Aparecida de Paula De Sordi
    73. Natália da Cunha Severino Sampaio
    74. Neimy Ramos de Oliveira
    75. Pedro Ledic Assaf
    76. Raquel Lutkmeier
    77. Reginaldo Aparecido Valacio
    78. Renan Goulart Finger
    79. Roberta Senger
    80. Rochele Mosmann Menezes
    81. Rufino de Freitas Silva
    82. Saionara Cristina Francisco
    83. Silvana Mangeon Mereilles Guimarães
    84. Silvia Ferreira Araújo
    85. Talita Fischer Oliveira
    86. Tatiana Kurtz
    87. Tatiani Oliveira Fereguetti
    88. Thainara Conceição de Oliveira
    89. Thulio Henrique Oliveira Diniz
    90. Yara Cristina Neves Marques Barbosa Ribeiro
    91. Yuri Carlotto Ramires
    92. Marcos André Gonçalves
    93. Milena Soriano Marcolino

    Reviewed by ScreenIT

    1 evaluationAppears in 1 listLatest version Latest activity

  4. An objective framework for evaluating unrecognized bias in medical AI models predicting COVID-19 outcomes

    1. Hossein Estiri
    2. Zachary H Strasser
    3. Sina Rashidian
    4. Jeffrey G Klann
    5. Kavishwar B Wagholikar
    6. Thomas H McCoy
    7. Shawn N Murphy

    Reviewed by ScreenIT

    1 evaluationAppears in 1 listLatest version Latest activity

  5. Personalized survival probabilities for SARS-CoV-2 positive patients by explainable machine learning

    1. Adrian G. Zucco
    2. Rudi Agius
    3. Rebecka Svanberg
    4. Kasper S. Moestrup
    5. Ramtin Z. Marandi
    6. Cameron Ross MacPherson
    7. Jens Lundgren
    8. Sisse R. Ostrowski
    9. Carsten U. Niemann

    Reviewed by ScreenIT

    1 evaluationAppears in 1 listLatest version Latest activity

  6. Modelling the effect of COVID-19 mass vaccination on acute hospital admissions

    1. Ross D Booton
    2. Anna L Powell
    3. Katy M E Turner
    4. Richard M Wood

    Reviewed by ScreenIT

    1 evaluationAppears in 1 listLatest version Latest activity

  7. Why ‘one size fits all’ is not enough when designing COVID-19 immunity certificates for domestic use: a UK-wide cross-sectional online survey

    1. Corina Elena Niculaescu
    2. Isabel Sassoon
    3. Irma Cecilia Landa-Avila
    4. Ozlem Colak
    5. Gyuchan Thomas Jun
    6. Panagiotis Balatsoukas

    Reviewed by ScreenIT

    1 evaluationAppears in 1 listLatest version Latest activity

  8. Evaluation of Telehealth in Child Behavioral Health Services Delivery During the COVID-19 Pandemic

    1. Elizabeth N. Riley
    2. Kate D. Cordell
    3. Stephen M. Shimshock
    4. Rafael E. Perez Figueroa
    5. John S. Lyons
    6. Olga A. Vsevolozhskaya

    Reviewed by ScreenIT

    1 evaluationAppears in 1 listLatest version Latest activity

  9. Risk Factors Associated With SARS-CoV-2 Breakthrough Infections in Fully mRNA-Vaccinated Individuals: Retrospective Analysis

    1. Cong Liu
    2. Junghwan Lee
    3. Casey Ta
    4. Ali Soroush
    5. James R Rogers
    6. Jae Hyun Kim
    7. Karthik Natarajan
    8. Jason Zucker
    9. Yehoshua Perl
    10. Chunhua Weng

    Reviewed by ScreenIT

    1 evaluationAppears in 1 listLatest version Latest activity

  10. Covid-19 vaccine perceptions in Senegal and in Mali: a mixed approach

    1. Eleonore Fournier-Tombs
    2. Massamba Diouf
    3. Abdine Maiga
    4. Sylvain Faye
    5. Tidiane Ndoye
    6. Lalla Haidara
    7. Moussa Batchily
    8. Céline Castet-Renard

    Reviewed by ScreenIT

    1 evaluationAppears in 1 listLatest version Latest activity
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