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We propose a nonparametric additive model for estimating interpretable value functions in reinforcement learning. Learning effective adaptive clinical interventions that rely on digital phenotyping features is a major for concern medical practitioner
Externí odkaz:
http://arxiv.org/abs/2308.13135
Autor:
Omara, Chady, Mammi, Marco, Kvilhaug, Magnar, Soni, Sahjesh, Arora, Harshit, Yoo, Heejeung, Smith, Timothy R., Mekary, Rania A.
Publikováno v:
In World Neurosurgery August 2024 188:220-229
Autor:
Nawabi, Noah L.A., Kilgallon, John L., McNulty, Jack J., Stopa, Brittany M., Gerstl, Jakob V.E., Smith, Timothy R.
Publikováno v:
In World Neurosurgery May 2024 185:e640-e647
Autor:
Findlay, Matthew C., Sabahi, Mohammadmahdi, Azab, Mohammed, Drexler, Richard, Rotermund, Roman, Ricklefs, Franz L., Flitsch, Jörg, Smith, Timothy R., Kilgallon, John L., Honegger, Jürgen, Nasi-Kordhishti, Isabella, Gardner, Paul A., Gersey, Zachary C., Abdallah, Hussein M., Jane, John A., Knappe, Ulrich J., Uksul, Nesrin, Schroder, Henry W.S., Eördögh, Márton, Losa, Marco, Mortini, Pietro, Gerlach, Rüdiger, Antunes, Apio C.M., Couldwell, William T., Budohoski, Karol P., Rennert, Robert C., Karsy, Michael
Publikováno v:
In Clinical Neurology and Neurosurgery January 2024 236
Autor:
Findlay, Matthew C., Drexler, Richard, Azab, Mohammed, Karbe, Arian, Rotermund, Roman, Ricklefs, Franz L., Flitsch, Jörg, Smith, Timothy R., Kilgallon, John L., Honegger, Jürgen, Nasi-Kordhishti, Isabella, Gardner, Paul A., Gersey, Zachary C., Abdallah, Hussein M., Jane, John A., Jr., Marino, Alexandria C., Knappe, Ulrich J., Uksul, Nesrin, Rzaev, Jamil A., Bervitskiy, Anatoliy V., Schroeder, Henry W.S., Eördögh, Márton, Losa, Marco, Mortini, Pietro, Gerlach, Rüdiger, Antunes, Apio C.M., Couldwell, William T., Budohoski, Karol P., Rennert, Robert C., Karsy, Michael
Publikováno v:
In World Neurosurgery December 2023 180:e376-e391
Autor:
Maniar, Krish M., Lassarén, Philipp, Rana, Aakanksha, Yao, Yuxin, Tewarie, Ishaan A., Gerstl, Jakob V.E., Recio Blanco, Camila M., Power, Liam H., Mammi, Marco, Mattie, Heather, Smith, Timothy R., Mekary, Rania A.
Publikováno v:
In World Neurosurgery November 2023 179:e119-e134
Akademický článek
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Autor:
Yearley, Alexander G., Goedmakers, Caroline M.W., Panahi, Armon, Doucette, Joanne, Rana, Aakanksha, Ranganathan, Kavitha, Smith, Timothy R.
Publikováno v:
In Artificial Intelligence In Medicine September 2023 143
Autor:
Lebouille-Veldman, Anna Baukje, Singh, Tavneet, Patel, Yug, Lassarén, Philipp, Nawabi, Noah, Frankhauser, Frederick, Mammi, Marco, Khawaja, Ayaz, Mekary, Rania A., Lepard, Jacob R., Smith, Timothy R.
Publikováno v:
In World Neurosurgery May 2023 173:218-225
Autor:
Hong, Christopher S.1,2 (AUTHOR) chong6@mgb.org, Smith, Timothy R.1,2 (AUTHOR)
Publikováno v:
PLoS ONE. 12/15/2023, Vol. 18 Issue 12, p1-11. 11p.