Zobrazeno 1 - 10
of 1 461
pro vyhledávání: '"Piening A"'
Autor:
Witowski, Jan, Zeng, Ken, Cappadona, Joseph, Elayoubi, Jailan, Chiru, Elena Diana, Chan, Nancy, Kang, Young-Joon, Howard, Frederick, Ostrovnaya, Irina, Fernandez-Granda, Carlos, Schnabel, Freya, Ozerdem, Ugur, Liu, Kangning, Steinsnyder, Zoe, Thakore, Nitya, Sadic, Mohammad, Yeung, Frank, Liu, Elisa, Hill, Theodore, Swett, Benjamin, Rigau, Danielle, Clayburn, Andrew, Speirs, Valerie, Vetter, Marcus, Sojak, Lina, Soysal, Simone Muenst, Baumhoer, Daniel, Choucair, Khalil, Zong, Yu, Daoud, Lina, Saad, Anas, Abdulsattar, Waleed, Beydoun, Rafic, Pan, Jia-Wern, Makmur, Haslina, Teo, Soo-Hwang, Pak, Linda Ma, Angel, Victor, Zilenaite-Petrulaitiene, Dovile, Laurinavicius, Arvydas, Klar, Natalie, Piening, Brian D., Bifulco, Carlo, Jun, Sun-Young, Yi, Jae Pak, Lim, Su Hyun, Brufsky, Adam, Esteva, Francisco J., Pusztai, Lajos, LeCun, Yann, Geras, Krzysztof J.
Treatment selection in breast cancer is guided by molecular subtypes and clinical characteristics. Recurrence risk assessment plays a crucial role in personalizing treatment. Current methods, including genomic assays, have limited accuracy and clinic
Externí odkaz:
http://arxiv.org/abs/2410.21256
Contrast enhancement by Gadolinium-based contrast agents (GBCAs) is a vital tool for tumor diagnosis in neuroradiology. Based on brain MRI scans of glioblastoma before and after Gadolinium administration, we address enhancement prediction by neural n
Externí odkaz:
http://arxiv.org/abs/2410.08894
Facial analysis is a key component in a wide range of applications such as security, autonomous driving, entertainment, and healthcare. Despite the availability of various facial RGB datasets, the thermal modality, which plays a crucial role in life
Externí odkaz:
http://arxiv.org/abs/2408.15127
Autor:
Zhao, Theodore, Gu, Yu, Yang, Jianwei, Usuyama, Naoto, Lee, Ho Hin, Naumann, Tristan, Gao, Jianfeng, Crabtree, Angela, Abel, Jacob, Moung-Wen, Christine, Piening, Brian, Bifulco, Carlo, Wei, Mu, Poon, Hoifung, Wang, Sheng
Biomedical image analysis is fundamental for biomedical discovery in cell biology, pathology, radiology, and many other biomedical domains. Holistic image analysis comprises interdependent subtasks such as segmentation, detection, and recognition of
Externí odkaz:
http://arxiv.org/abs/2405.12971
Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction
Autor:
Piening, Moritz, Altekrüger, Fabian, Hertrich, Johannes, Hagemann, Paul, Walther, Andrea, Steidl, Gabriele
The solution of inverse problems is of fundamental interest in medical and astronomical imaging, geophysics as well as engineering and life sciences. Recent advances were made by using methods from machine learning, in particular deep neural networks
Externí odkaz:
http://arxiv.org/abs/2312.16611
Autor:
Naik, Narmada, Khandelwal, Ayush, Joshi, Mohit, Atre, Madhusudan, Wright, Hollis, Kannan, Kavya, Hill, Scott, Mamidipudi, Giridhar, Srinivasa, Ganapati, Bifulco, Carlo, Piening, Brian, Matlock, Kevin
Causal discovery is becoming a key part in medical AI research. These methods can enhance healthcare by identifying causal links between biomarkers, demographics, treatments and outcomes. They can aid medical professionals in choosing more impactful
Externí odkaz:
http://arxiv.org/abs/2311.07191
Autor:
González, Javier, Wong, Cliff, Gero, Zelalem, Bagga, Jass, Ueno, Risa, Chien, Isabel, Oravkin, Eduard, Kiciman, Emre, Nori, Aditya, Weerasinghe, Roshanthi, Leidner, Rom S., Piening, Brian, Naumann, Tristan, Bifulco, Carlo, Poon, Hoifung
The rapid digitization of real-world data offers an unprecedented opportunity for optimizing healthcare delivery and accelerating biomedical discovery. In practice, however, such data is most abundantly available in unstructured forms, such as clinic
Externí odkaz:
http://arxiv.org/abs/2311.01301
Autor:
Wong, Cliff, Zhang, Sheng, Gu, Yu, Moung, Christine, Abel, Jacob, Usuyama, Naoto, Weerasinghe, Roshanthi, Piening, Brian, Naumann, Tristan, Bifulco, Carlo, Poon, Hoifung
Clinical trial matching is a key process in health delivery and discovery. In practice, it is plagued by overwhelming unstructured data and unscalable manual processing. In this paper, we conduct a systematic study on scaling clinical trial matching
Externí odkaz:
http://arxiv.org/abs/2308.02180
Autor:
Gwen Kramer, Tiffany Blair, Shelly Bambina, Aanchal Preet Kaur, Alejandro Alice, Jason Baird, David Friedman, Alexa K. Dowdell, Michio Tomura, Clemens Grassberger, Brian D. Piening, Marka R. Crittenden, Michael J. Gough
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)
Abstract T cells recirculate through tissues and lymphatic organs to scan for their cognate antigen. Radiation therapy provides site-specific cytotoxicity to kill cancer cells but also has the potential to eliminate the tumor-specific T cells in fiel
Externí odkaz:
https://doaj.org/article/921a05abf75b46bca345c3b931ab641e
Autor:
Alexander Piening, Emily Ebert, Carter Gottlieb, Niloufar Khojandi, Lindsey M. Kuehm, Stella G. Hoft, Kelly D. Pyles, Kyle S. McCommis, Richard J. DiPaolo, Stephen T. Ferris, Elise Alspach, Ryan M. Teague
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-12 (2024)
Abstract Obesity is a well-established risk factor for human cancer, yet the underlying mechanisms remain elusive. Immune dysfunction is commonly associated with obesity but whether compromised immune surveillance contributes to cancer susceptibility
Externí odkaz:
https://doaj.org/article/cd1f556956cf44109479901a6087aca1