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prof. dr. L. (Lotty) Hooft

prof. dr. L. (Lotty) Hooft

Full Professor
prof. dr. L. (Lotty) Hooft
  • Department of Epidemiology
  • Julius Center Research Program Methodology

Research Output (167)

Risk of bias in studies on prediction models developed using supervised machine learning techniques:Systematic review

Andaur Navarro Constanza L., Damen Johanna A.A., Takada Toshihiko, Nijman Steven W.J., Dhiman Paula, Ma Jie, Collins Gary S., Bajpai Ram, Riley Richard D., Moons Karel G.M., Hooft Lotty 20 okt 2021, In: The BMJ. 375 , p. n2281

Accuracy of routine laboratory tests to predict mortality and deterioration to severe or critical COVID-19 in people with SARS-CoV-2

Verbakel Jan Y., De Rop Liselore, Stegeman Inge, Holtman Gea A., Ochodo Eleanor A., Yang Bada, Guleid Fatuma, Davenport Clare, Deeks Jonathan J., Dinnes Jacqueline, Dittrich Sabine, Emperador Devy, Hooft Lotty, Spijker René, Van den Bruel Ann, Wang Junfeng, Takwoingi Yemisi, Langendam Miranda W., Leeflang Mariska M.G., 17 sep 2021, In: Cochrane Database of Systematic Reviews. 2021 , p. 1-11

Effectiveness of contact tracing apps for SARS-CoV-2:a rapid systematic review

Jenniskens Kevin, Bootsma Martin C J, Damen Johanna A A G, Oerbekke Michiel S, Vernooij Robin W M, Spijker René, Moons Karel G M, Kretzschmar Mirjam E E, Hooft Lotty 12 jul 2021, In: BMJ Open. 11 , p. 1-14 22 p.

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence

Collins Gary S, Dhiman Paula, Andaur Navarro Constanza L, Ma Jie, Hooft Lotty, Reitsma Johannes B, Logullo Patricia, Beam Andrew L, Peng Lily, Van Calster Ben, van Smeden Maarten, Riley Richard D, Moons Karel Gm 9 jul 2021, In: BMJ Open. 11 , p. 1-7

Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved

Dhiman Paula, Ma Jie, Navarro Constanza Andaur, Speich Benjamin, Bullock Garrett, Damen Johanna Aa, Kirtley Shona, Hooft Lotty, Riley Richard D, Van Calster Ben, Moons Karel G M, Collins Gary S 29 jun 2021, In: Journal of Clinical Epidemiology. 138 , p. 60-72 13 p.

Developing a reporting guideline for artificial intelligence-centred diagnostic test accuracy studies:the STARD-AI protocol

Sounderajah Viknesh, Ashrafian Hutan, Golub Robert M, Shetty Shravya, De Fauw Jeffrey, Hooft Lotty, Moons Karel, Collins Gary, Moher David, Bossuyt Patrick M, Darzi Ara, Karthikesalingam Alan, Denniston Alastair K, Mateen Bilal Akhter, Ting Daniel, Treanor Darren, King Dominic, Greaves Felix, Godwin Jonathan, Pearson-Stuttard Jonathan, Harling Leanne, McInnes Matthew, Rifai Nader, Tomasev Nenad, Normahani Pasha, Whiting Penny, Aggarwal Ravi, Vollmer Sebastian, Markar Sheraz R, Panch Trishan, Liu Xiaoxuan, 28 jun 2021, In: BMJ Open. 11 , p. 1-7

The methodological quality of 176,620 randomized controlled trials published between 1966 and 2018 reveals a positive trend but also an urgent need for improvement

Vinkers Christiaan H, Lamberink Herm J, Tijdink Joeri K, Heus Pauline, Bouter Lex, Glasziou Paul, Moher David, Damen Johanna A, Hooft Lotty, Otte Willem M 19 apr 2021, In: PLoS Biology. 19 , p. 1-16

Poor compliance of clinical trial registration among trials included in systematic reviews:a cohort study

Lindsley Kristina, Fusco Nicole, Teeuw Hannah, Mooij Eva, Scholten Rob, Hooft Lotty apr 2021, In: Journal of Clinical Epidemiology. 132 , p. 79-87 9 p.

Rapid, point-of-care antigen and molecular-based tests for diagnosis of SARS-CoV-2 infection

Dinnes Jacqueline, Deeks Jonathan J, Berhane Sarah, Taylor Melissa, Adriano Ada, Davenport Clare, Dittrich Sabine, Emperador Devy, Takwoingi Yemisi, Cunningham Jane, Beese Sophie, Domen Julie, Dretzke Janine, Ferrante di Ruffano Lavinia, Harris Isobel M, Price Malcolm J, Taylor-Phillips Sian, Hooft Lotty, Leeflang Mariska Mg, McInnes Matthew Df, Spijker René, Van den Bruel Ann, 24 mrt 2021, In: The Cochrane database of systematic reviews. 2021 , p. 1-409

Thoracic imaging tests for the diagnosis of COVID-19

Islam Nayaar, Ebrahimzadeh Sanam, Salameh Jean Paul, Kazi Sakib, Fabiano Nicholas, Treanor Lee, Absi Marissa, Hallgrimson Zachary, Leeflang Mariska M.G., Hooft Lotty, van der Pol Christian B., Prager Ross, Hare Samanjit S., Dennie Carole, Spijker René, Deeks Jonathan J., Dinnes Jacqueline, Jenniskens Kevin, Korevaar Daniël A., Cohen Jérémie F., Van den Bruel Ann, Takwoingi Yemisi, van de Wijgert Janneke, Damen Johanna A.A.G., Wang Junfeng, McInnes Matthew D.F., Davenport C., Emperador D., Dittrich S., Adriano A., Beese S., Dretzke J., Ferrante di RuQano L., Harris I., Price M., Taylor-Phillips S., Stuyf T., Domen J., Horn S., Yang B., Langendam M., Ochodo E., Guleid F., Holtman G., Verbakel J., Stegeman I., Agarwal R., Baldwin S., Berhane S., Herd C., 16 mrt 2021, In: The Cochrane database of systematic reviews. 2021 , p. 1-145

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