Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition

Autor: de Franca, F. O., Virgolin, M., Kommenda, M., Majumder, M. S., Cranmer, M., Espada, G., Ingelse, L., Fonseca, A., Landajuela, M., Petersen, B., Glatt, R., Mundhenk, N., Lee, C. S., Hochhalter, J. D., Randall, D. L., Kamienny, P., Zhang, H., Dick, G., Simon, A., Burlacu, B., Kasak, Jaan, Machado, Meera, Wilstrup, Casper, La Cava, W. G.

Symbolic regression searches for analytic expressions that accurately describe studied phenomena. The main attraction of this approach is that it returns an interpretable model that can be insightful to users. Historically, the majority of algorithms

Externí odkaz: http://arxiv.org/abs/2304.01117

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International Consensus for the Dosing of Corticosteroids in Childhood-Onset Systemic Lupus Erythematosus With Proliferative Lupus Nephritis

Autor: Chalhoub, N.E. Wenderfer, S.E. Levy, D.M. Rouster-Stevens, K. Aggarwal, A. Savani, S.I. Ruth, N.M. Arkachaisri, T. Qiu, T. Merritt, A. Onel, K. Goilav, B. Khubchandani, R.P. Deng, J. Fonseca, A.R. Ardoin, S.P. Ciurtin, C. Kasapcopur, O. Jelusic, M. Huber, A.M. Ozen, S. Klein-Gitelman, M.S. Appenzeller, S. Cavalcanti, A. Fotis, L. Lim, S.C. Silva, R.M. Miramontes, J.R. Rosenwasser, N.L. Saad-Magalhaes, C. Schonenberg-Meinema, D. Scott, C. Silva, C.A. Enciso, S. Terreri, M.T. Torres-Jimenez, A.-R. Trachana, M. Al-Mayouf, S.M. Devarajan, P. Huang, B. Brunner, H.I. Abulaban, K. Aguiar, C. Ahn, S.-Y. Akoghlanian, S. Al-Abrawi, S. Aljaberi, N. Alperin, R. Angeles-Han, S. Ardalan, K. Bader-Meunier, B. Balboni, I. Barbar-Smiley, F. Baxter, S. Beary, J. Boneparth, A. Brakeman, P. Bridges, J. Burgos-Vargas, R. Cabral, D.A. Cameto, J. Carter, C. Chang, J. Chédeville, G. Chhakchhuak, C. Chiraseveenuprapund, P. Cifuentes Alvarado, M. Concannon, A. Cooper, J. Cron, R. De Carvalho, L.M. De Quattro, K. De Ranieri, D. Dizon, B. Donnelly Wrigley, C. Duong, M.D. Eberhard, A. Ede, K. Edelheit, B. Edens, C. Espada, G. Farhey, Y. Flores, F. Fritz, D. Ganguli, S. Gilbert, M. Gittar, P. Greenbaum, L. Grom, A. Gulati, G. Harry, O. Hayward, K. Henrickson, M. Hersh, A. Hiraki, L. Hiskey, M. Hoffmann, S. Hollander, M. Hom, C. Houk, L. Houk, J.B. Hsieh, E.W.Y. Hsu, J. Jensen, P. Joos, R. Jurado, R. Jusan Fiorot, F. Kallash, M. Kamphuis, S. Keltsev, V., (deceased) Khanna, S. Kim, S. Kimseng, K.J. Knight, A. Kunder, R. Lai, J. Laskin, B. Lewandowski, L. Lim, L. Linda, W.-W. Lo, M. Lovell, D. Luggen, M. Madison, J. Mansuri, A. Martin, L. Mason, S. Miller, M. Mina, R. Mohammed, A. Moncrieffe, H. Moorthy, L. Morgan, E. Mosquera, A. Muntel, E. Muscal, E. Myones, B. Nocton, J. Ogbu, E. Okamura, D. Olson, J. Orrock, J. Paim-Marques, L. Pain, C. Park, C. Patel, P. Pereira, M. Prado, R.D. Radhakrishna, S. Rheault, M. Ridgway, W. Riskalla, M. Ronis, T. Sadun, R. Sagcal-Gironella, A.C. Santos, M.C. Schikler, K. AL Suwairi, W. Siddiqi, N. Silva, M.F. Singh-Grewal, D. Smitherman, E. Smolewska, E. Son, M.B. Srinivasalu, H. Sule, S. Susic, G. Syed, R. Thatayatikom, A. Ting, T. Toth, M. Turnier, J. Vashisht, P. Vega Fernandez, P. Velasquez, M. von Scheven, E. Wahezi, D. Ware, A. Wu, E. Yan, J. Yildirim-Toruner, C. Zamparo, C. Zhang, Y. Lawson, E. for the Childhood Arthritis Rheumatology Research Alliance Lupus Nephritis Work Group the Pediatric Rheumatology European Society Lupus Working Party

Objective: To develop a standardized steroid dosing regimen (SSR) for physicians treating childhood-onset systemic lupus erythematosus (SLE) complicated by lupus nephritis (LN), using consensus formation methodology. Methods: Parameters influencing c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2127::72b1eee0ad945de5b67cc375f68eae94
https://pergamos.lib.uoa.gr/uoa/dl/object/uoadl:3003153

Subcutaneous Abatacept in Patients With Polyarticular-Course Juvenile Idiopathic Arthritis

Autor: Brunner H. I., Tzaribachev N., Vega-Cornejo G., Louw I., Berman A., Calvo Penades I., Anton J., Avila-Zapata F., Cuttica R., Horneff G., Foeldvari I., Keltsev V., Kingsbury D. J., Viola D. O., Joos R., Lauwerys B., Paz Gastanaga M. E., Rama M. E., Wouters C., Bohnsack J., Breedt J., Fischbach M., Lutz T., Minden K., Miraval T., Ally M. M. T. M., Rubio-Perez N., Solau Gervais E., van Zyl R., Li X., Nys M., Wong R., Banerjee S., Lovell D. J., Martini A., Ruperto N., Becker M. L., Ilowite N. T., Dare J. A., Morris P. K., Beukelman T. G., Wagner-Weiner L., Zemel L., Quartier P., Kone-Paut I., Belot A., Gerloni V., Ferrandiz M., Van Rensburg D. J., Scheibel I. M., Goldstein-Schainberg C., Silva C., Terreri M. T. S. E. L. A., Gamir M., Burgos Vargas R., Faugier Fuentes E., Cimaz R., Alessio M., Espada G.

Publikováno v: Arthritis & Rheumatology. 70:1144-1154

Objective: To investigate the pharmacokinetics, effectiveness, and safety of subcutaneous (SC) abatacept treatment over 24 months in patients with polyarticular-course juvenile idiopathic arthritis (JIA). Methods: In this phase III, open-label, inter

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9d692779ae3574d1fee399e0569b8f7b
https://doi.org/10.1002/art.40466

INSAID Variant Classification and Eurofever Criteria Guide Optimal Treatment Strategy in Patients with TRAPS: Data from the Eurofever Registry

Autor: Papa R, Lane T, Minden K, Touitou I, Cantarini L, Cattalini M, Obici L, Jansson AF, Belot A, Frenkel J, Anton-Lopez J, Wolska-Kusnierz B, Berendes R, Remesal A, Jelusic M, Hoppenreijs E, Espada G, Nikishina I, Maggio MC, Bovis F, Masini M, Youngstein T, Rezk T, Papadopoulou C, Brogan PA, Hawkins PN, Woo P, Ruperto N, Gattorno M, Lachmann HJ, Pediatric Rheumatology International Trials Organization (PRINTO), the EUROTRAPS

Publikováno v: JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE
r-FSJD: Repositorio Institucional de Producción Científica de la Fundació Sant Joan de Déu
Fundació Sant Joan de Déu
r-FSJD. Repositorio Institucional de Producción Científica de la Fundació Sant Joan de Déu
instname

BACKGROUND: TNF receptor-associated periodic syndrome (TRAPS) is a rare autoinflammatory disease caused by dominant mutation of the TNF super family receptor 1A (TNFRSF1A) gene. Data regarding long-term treatment outcomes are lacking. OBJECTIVE: To a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::37e8a82d7f1f74f03a589b5791815bf5
http://fundanet.fsjd.org/Publicaciones/ProdCientif/PublicacionFrw.aspx?id=18424