Zobrazeno 1 - 10
of 931
pro vyhledávání: '"Perko, P"'
Objective: To assess the performance of a probabilistic deep learning based algorithm for predicting inter-fraction anatomical changes in head and neck patients. Approach: A probabilistic daily anatomy model for head and neck patients $(\mathrm{DAM}_
Externí odkaz:
http://arxiv.org/abs/2411.06252
This paper considers an ergodic version of the bounded velocity follower problem, assuming that the decision maker lacks knowledge of the underlying system parameters and must learn them while simultaneously controlling. We propose algorithms based o
Externí odkaz:
http://arxiv.org/abs/2410.03221
$\textbf{Purpose:}$ To assess the viability of a physics-based, deterministic and adjoint-capable algorithm for performing treatment planning system independent dose calculations and for computing dosimetric differences caused by anatomical changes.
Externí odkaz:
http://arxiv.org/abs/2404.00976
Autor:
Huijben, Evi M. C., Terpstra, Maarten L., Galapon, Arthur Jr., Pai, Suraj, Thummerer, Adrian, Koopmans, Peter, Afonso, Manya, van Eijnatten, Maureen, Gurney-Champion, Oliver, Chen, Zeli, Zhang, Yiwen, Zheng, Kaiyi, Li, Chuanpu, Pang, Haowen, Ye, Chuyang, Wang, Runqi, Song, Tao, Fan, Fuxin, Qiu, Jingna, Huang, Yixing, Ha, Juhyung, Park, Jong Sung, Alain-Beaudoin, Alexandra, Bériault, Silvain, Yu, Pengxin, Guo, Hongbin, Huang, Zhanyao, Li, Gengwan, Zhang, Xueru, Fan, Yubo, Liu, Han, Xin, Bowen, Nicolson, Aaron, Zhong, Lujia, Deng, Zhiwei, Müller-Franzes, Gustav, Khader, Firas, Li, Xia, Zhang, Ye, Hémon, Cédric, Boussot, Valentin, Zhang, Zhihao, Wang, Long, Bai, Lu, Wang, Shaobin, Mus, Derk, Kooiman, Bram, Sargeant, Chelsea A. H., Henderson, Edward G. A., Kondo, Satoshi, Kasai, Satoshi, Karimzadeh, Reza, Ibragimov, Bulat, Helfer, Thomas, Dafflon, Jessica, Chen, Zijie, Wang, Enpei, Perko, Zoltan, Maspero, Matteo
Radiation therapy plays a crucial role in cancer treatment, necessitating precise delivery of radiation to tumors while sparing healthy tissues over multiple days. Computed tomography (CT) is integral for treatment planning, offering electron density
Externí odkaz:
http://arxiv.org/abs/2403.08447
Autor:
Perko, Stefan
Stochastic Gradient Descent (SGD) and its variants are almost universally used to train neural networks and to fit a variety of other parametric models. An important hyperparameter in this context is the batch size, which determines how many samples
Externí odkaz:
http://arxiv.org/abs/2312.01898
Autor:
Elizabeth Spurgeon, Robert Saper, Andreas Alexopoulos, Jane B. Allendorfer, Judith Bar, Jessica Caldwell, Mackenzie Cervenka, Sandra Darling, Stephen Dombrowski, Lisa Gallagher, Sara Lazar, Erik Modlo, Jim Perko, Martha Sajatovic, Bikat Tilahun, Nandan Yardi, Imad Najm
Publikováno v:
Epilepsia Open, Vol 9, Iss 5, Pp 1981-1996 (2024)
Abstract Lifestyle interventions are strategies used to self‐manage medical conditions, such as epilepsy, and often complement traditional pharmacologic and surgical therapies. The need for integrating evidence‐based lifestyle interventions into
Externí odkaz:
https://doaj.org/article/82e84c18faa24d90b5ff93d5bffba5cd
Autor:
Filip Mustač, Martina Matovinović, Tin Galijašević, Maja Škarić, Eva Podolski, Toma Perko, Darko Marčinko
Publikováno v:
Diabetology, Vol 5, Iss 4, Pp 365-374 (2024)
Mental health today includes much more than the treatment of psychiatric disorders. More and more interventions aim to bring mental health support closer to people and psychotherapeutic interventions to people with somatic conditions. Since the treat
Externí odkaz:
https://doaj.org/article/a732e099856d456cb14f26107176af9f
Autor:
Sara Taylor, Seerat Sachdeva, Sandra Darling, Kayela Arrotta, Lisa Gallagher, Alexis Supan, Gabrielle Shipta, Jim Perko, Judi Bar, Joe James, Iris Petschek, Anthony Lioi, Suman Kundu, Lisa Ellison, Lynn M. Bekris, Belinda Willard, Naseer Sangwan, Ignacio Mata, Hubert Fernandez, Irene Katzan, Devon Conway, Jagan Pillai, James Leverenz, Robyn M. Busch, Darlene Floden, Robert Saper, John Barnard, Andre Machado, Imad Najm, Vineet Punia
Publikováno v:
Neurological Research and Practice, Vol 6, Iss 1, Pp 1-9 (2024)
Abstract Introduction Given the prevalence and staggering cost of neurological disorders, there is dire need for effective early detection and intervention tools. Emerging evidence suggests that multidisciplinary lifestyle interventions (MLI) may mit
Externí odkaz:
https://doaj.org/article/d098fa6f801b42dfb525f8e5974a3bf3
Monitoring the movement and actions of humans in video in real-time is an important task. We present a deep learning based algorithm for human action recognition for both RGB and thermal cameras. It is able to detect and track humans and recognize fo
Externí odkaz:
http://arxiv.org/abs/2304.01567
Autor:
Kara A. Christensen Pacella, Brianne N. Richson, Nicole A. Short, Angeline R. Bottera, Leah A. Irish, Victoria L. Perko, Kelsie T. Forbush
Publikováno v:
Eating and Weight Disorders, Vol 29, Iss 1, Pp 1-13 (2024)
Abstract Purpose Researchers have theorized that interactions between appetitive and circadian disruptions result in increased eating disorder (ED) symptoms and insomnia. However, it is unclear how specific insomnia symptoms present among people with
Externí odkaz:
https://doaj.org/article/3e9374b1789d4fc6aa968116962faabe