Relative Survival Analysis Using Bayesian Decision Tree Ensembles

Autor: Basak, Piyali, Linero, Antonio R., Maringe, Camille, Rubio, F. Javier

In cancer epidemiology, the \emph{relative survival framework} is used to quantify the hazard associated with cancer by comparing the all-cause mortality hazard in cancer patients to that of the general population. This framework assumes that an indi

Externí odkaz: http://arxiv.org/abs/2411.01435

Bayesian Nonparametric Quasi Likelihood

Autor: Linero, Antonio R.

A recent trend in Bayesian research has been revisiting generalizations of the likelihood that enable Bayesian inference without requiring the specification of a model for the data generating mechanism. This paper focuses on a Bayesian nonparametric

Externí odkaz: http://arxiv.org/abs/2405.20601

FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare

Autor: Lekadir, Karim, Feragen, Aasa, Fofanah, Abdul Joseph, Frangi, Alejandro F, Buyx, Alena, Emelie, Anais, Lara, Andrea, Porras, Antonio R, Chan, An-Wen, Navarro, Arcadi, Glocker, Ben, Botwe, Benard O, Khanal, Bishesh, Beger, Brigit, Wu, Carol C, Cintas, Celia, Langlotz, Curtis P, Rueckert, Daniel, Mzurikwao, Deogratias, Fotiadis, Dimitrios I, Zhussupov, Doszhan, Ferrante, Enzo, Meijering, Erik, Weicken, Eva, González, Fabio A, Asselbergs, Folkert W, Prior, Fred, Krestin, Gabriel P, Collins, Gary, Tegenaw, Geletaw S, Kaissis, Georgios, Misuraca, Gianluca, Tsakou, Gianna, Dwivedi, Girish, Kondylakis, Haridimos, Jayakody, Harsha, Woodruf, Henry C, Mayer, Horst Joachim, Aerts, Hugo JWL, Walsh, Ian, Chouvarda, Ioanna, Buvat, Irène, Tributsch, Isabell, Rekik, Islem, Duncan, James, Kalpathy-Cramer, Jayashree, Zahir, Jihad, Park, Jinah, Mongan, John, Gichoya, Judy W, Schnabel, Julia A, Kushibar, Kaisar, Riklund, Katrine, Mori, Kensaku, Marias, Kostas, Amugongo, Lameck M, Fromont, Lauren A, Maier-Hein, Lena, Alberich, Leonor Cerdá, Rittner, Leticia, Phiri, Lighton, Marrakchi-Kacem, Linda, Donoso-Bach, Lluís, Martí-Bonmatí, Luis, Cardoso, M Jorge, Bobowicz, Maciej, Shabani, Mahsa, Tsiknakis, Manolis, Zuluaga, Maria A, Bielikova, Maria, Fritzsche, Marie-Christine, Camacho, Marina, Linguraru, Marius George, Wenzel, Markus, De Bruijne, Marleen, Tolsgaard, Martin G, Ghassemi, Marzyeh, Ashrafuzzaman, Md, Goisauf, Melanie, Yaqub, Mohammad, Abadía, Mónica Cano, Mahmoud, Mukhtar M E, Elattar, Mustafa, Rieke, Nicola, Papanikolaou, Nikolaos, Lazrak, Noussair, Díaz, Oliver, Salvado, Olivier, Pujol, Oriol, Sall, Ousmane, Guevara, Pamela, Gordebeke, Peter, Lambin, Philippe, Brown, Pieta, Abolmaesumi, Purang, Dou, Qi, Lu, Qinghua, Osuala, Richard, Nakasi, Rose, Zhou, S Kevin, Napel, Sandy, Colantonio, Sara, Albarqouni, Shadi, Joshi, Smriti, Carter, Stacy, Klein, Stefan, Petersen, Steffen E, Aussó, Susanna, Awate, Suyash, Raviv, Tammy Riklin, Cook, Tessa, Mutsvangwa, Tinashe E M, Rogers, Wendy A, Niessen, Wiro J, Puig-Bosch, Xènia, Zeng, Yi, Mohammed, Yunusa G, Aquino, Yves Saint James, Salahuddin, Zohaib, Starmans, Martijn P A

Despite major advances in artificial intelligence (AI) for medicine and healthcare, the deployment and adoption of AI technologies remain limited in real-world clinical practice. In recent years, concerns have been raised about the technical, clinica

Externí odkaz: http://arxiv.org/abs/2309.12325

Continuous adaptation of conversation aids for uterine fibroids treatment options in a four-year multi-center implementation project

Autor: Danielle Schubbe, Marie-Anne Durand, Rachel C. Forcino, Jaclyn Engel, Marisa Tomaino, Monica Adams-Foster, Carla Bacon, Carrie Cahill Mulligan, Sateria Venable, Tina Foster, Paul J. Barr, Raymond M. Anchan, Shannon Laughlin-Tommaso, Anne Lindholm, Maya Seshan, Rossella M. Gargiulo, Patricia Stephenson, Karen George, Mobolaji Ajao, Tessa Madden, Erika Banks, Antonio R. Gargiulo, James O’Malley, Maria van den Muijsenbergh, Johanna W. M. Aarts, Glyn Elwyn

Publikováno v: BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-13 (2024)

Abstract Background Fibroids are non-cancerous uterine growths that can cause symptoms impacting quality of life. The breadth of treatment options allows for patient-centered preference. While conversation aids are known to facilitate shared decision

Externí odkaz: https://doaj.org/article/3b9e8949e55d44758bda8765e7af87e5

Prognostic implications of the ID1 expression in acute myeloid leukemia patients treated in a resource-constrained setting

Autor: Aleide S. Lima, Matheus F. Bezerra, Amanda Moreira-Aguiar, Isabel Weinhäuser, Bianca L. Santos, Raul M. Falcão, Maria L. Salustiano-Bandeira, Pedro L. Franca-Neto, Marinus M. Lima, Felipe Saldanha-Araujo, Juan L. Coelho-Silva, Diego A. Pereira-Martins, Marcos A. Bezerra, Antonio R. Lucena-Araujo

Publikováno v: Hematology, Transfusion and Cell Therapy, Vol 46, Iss 3, Pp 250-255 (2024)

Introduction: The aberrant expression of the inhibitor of DNA binding (ID1) gene has been frequently associated with the leukemogenesis and prognostication acute myeloid leukemia (AML), although its clinical importance has never been investigated in

Externí odkaz: https://doaj.org/article/7c1873776b3546389a46d5d239e18b9a