Deep Ensembles Are Robust to Occasional Catastrophic Failures of Individual DNNs for Organs Segmentations in CT Images

por Petrov, Yury, Malik, Bilal, Fredrickson, Jill, Jemaa, Skander, Carano, Richard A. D.
Publicado 2023

Anatomic study of the vascular perfusion of the sternum and its clinical relevance in deep sternal wound infection

por Spindler, Nick, Kaatz, Florian, Feja, Christine, Etz, Christian, Mohr, Friedrich-Wilhelm, Bechmann, Ingo, Josten, Christoph, Langer, Stefan, Loeffler, Sabine
Publicado 2017

Deep Learning Enables Individual Xenograft Cell Classification in Histological Images by Analysis of Contextual Features

por Juppet, Quentin, De Martino, Fabio, Marcandalli, Elodie, Weigert, Martin, Burri, Olivier, Unser, Michael, Brisken, Cathrin, Sage, Daniel
Publicado 2021

Quantitative analysis of metastatic breast cancer in mice using deep learning on cryo-image data

por Liu, Yiqiao, Gargesha, Madhusudhana, Qutaish, Mohammed, Zhou, Zhuxian, Qiao, Peter, Lu, Zheng-Rong, Wilson, David L.
Publicado 2021

Functional outcome of tibial fracture with acute compartment syndrome and correlation to deep posterior compartment pressure

por Goyal, Saumitra, Naik, Monappa A, Tripathy, Sujit Kumar, Rao, Sharath K
Publicado 2017

Evaluation of the feasibility of explainable computer-aided detection of cardiomegaly on chest radiographs using deep learning

por Lee, Mu Sook, Kim, Yong Soo, Kim, Minki, Usman, Muhammad, Byon, Shi Sub, Kim, Sung Hyun, Lee, Byoung Il, Lee, Byoung-Dai
Publicado 2021

Are double-J stents in surgery for deep infiltrating endometriosis always necessary? A retrospective analysis

por Piriyev, Elvin, Schiermeier, Sven, Römer, Thomas
Publicado 2022

Role of the posterior deep deltoid ligament in ankle fracture stability: A biomechanical cadaver study

por McCormack, Daniel James, Solan, Matthew, Aziz, Sheweidin, Faroug, Radwane, Kirmani, Sayyied, Wright, Georgina, Mangwani, Jitendra
Publicado 2022

Magnetic resonance imaging may predict deep remission in patients with perianal fistulizing Crohn's disease

por Thomassin, Lucie, Armengol-Debeir, Laura, Charpentier, Cloé, Bridoux, Valerie, Koning, Edith, Savoye, Guillaume, Savoye-Collet, Céline
Publicado 2017

Deep sampling and pooled amplicon sequencing reveals hidden genic variation in heterogeneous rye accessions

por Hawliczek, Anna, Bolibok, Leszek, Tofil, Katarzyna, Borzęcka, Ewa, Jankowicz-Cieślak, Joanna, Gawroński, Piotr, Kral, Adam, Till, Bradley J., Bolibok-Brągoszewska, Hanna
Publicado 2020

Evaluation of artificial intelligence models for osteoarthritis of the knee using deep learning algorithms for orthopedic radiographs

por Tiwari, Anjali, Poduval, Murali, Bagaria, Vaibhav
Publicado 2022

Learning from pseudo-labels: deep networks improve consistency in longitudinal brain volume estimation

por Zhan, Geng, Wang, Dongang, Cabezas, Mariano, Bai, Lei, Kyle, Kain, Ouyang, Wanli, Barnett, Michael, Wang, Chenyu
Publicado 2023

A Deep Learning Approach to Diagnostic Classification of Prostate Cancer Using Pathology–Radiology Fusion

por Khosravi, Pegah, Lysandrou, Maria, Eljalby, Mahmoud, Li, Qianzi, Kazemi, Ehsan, Zisimopoulos, Pantelis, Sigaras, Alexandros, Brendel, Matthew, Barnes, Josue, Ricketts, Camir, Meleshko, Dmitry, Yat, Andy, McClure, Timothy D., Robinson, Brian D., Sboner, Andrea, Elemento, Olivier, Chughtai, Bilal, Hajirasouliha, Iman
Publicado 2021

Clinical validation of a commercially available deep learning software for synthetic CT generation for brain

por Lerner, Minna, Medin, Joakim, Jamtheim Gustafsson, Christian, Alkner, Sara, Siversson, Carl, Olsson, Lars E.
Publicado 2021

The dosimetric impact of deep learning-based auto-segmentation of organs at risk on nasopharyngeal and rectal cancer

por Guo, Hongbo, Wang, Jiazhou, Xia, Xiang, Zhong, Yang, Peng, Jiayuan, Zhang, Zhen, Hu, Weigang
Publicado 2021

Establishment and validation of a computer-assisted colonic polyp localization system based on deep learning

por Zhao, Sheng-Bing, Yang, Wei, Wang, Shu-Ling, Pan, Peng, Wang, Run-Dong, Chang, Xin, Sun, Zhong-Qian, Fu, Xing-Hui, Shang, Hong, Wu, Jian-Rong, Chen, Li-Zhu, Chang, Jia, Song, Pu, Miao, Ying-Lei, He, Shui-Xiang, Miao, Lin, Jiang, Hui-Qing, Wang, Wen, Yang, Xia, Dong, Yuan-Hang, Lin, Han, Chen, Yan, Gao, Jie, Meng, Qian-Qian, Jin, Zhen-Dong, Li, Zhao-Shen, Bai, Yu
Publicado 2021

Expression of deep brain photoreceptors in the Pekin drake: a possible role in the maintenance of testicular function

por Haas, R., Alenciks, E., Meddle, S., Fraley, G. S.
Publicado 2017

Enriched Environment Facilitates Anxiolytic Efficacy Driven by Deep-Brain Stimulation of Medial Prefrontal Cortex

por Bhaskar, Yamini, Lim, Lee Wei, Mitra, Rupshi
Publicado 2018

A single evolutionary innovation drives the deep evolution of symbiotic N(2)-fixation in angiosperms

por Werner, Gijsbert D. A., Cornwell, William K., Sprent, Janet I., Kattge, Jens, Kiers, E. Toby
Publicado 2014

Identifying Images of Dead Chickens with a Chicken Removal System Integrated with a Deep Learning Algorithm

por Liu, Hung-Wei, Chen, Chia-Hung, Tsai, Yao-Chuan, Hsieh, Kuang-Wen, Lin, Hao-Ting
Publicado 2021