Suchergebnisse

Skin Lesion Classification Using Hybrid Deep Neural Networks von Amirreza Mahbod, Gerald Schaefer, Chunliang Wang, Rupert Ecker, Isabella Ellinge

Volltext

Multi-Channel-ResNet: An integration framework towards skin lesion analysis von Songtao Guo, Zhouwang Yang

Volltext

A Deep Residual Architecture for Skin Lesion Segmentation von G. Venkatesh, Yalagala Naresh, Suzanne Little, Noel E. O’Connor

Volltext

Exudate detection in fundus images using deeply-learnable features von Parham Khojasteh, Leandro A. Passos, Tiago Carvalho, Edmar Rezende, Behzad Aliahmad, João Paulo Papa, Dinesh Kumar

Volltext

Improving prediction of protein secondary structure, backbone angles, solvent accessibility and contact numbers by using predicted contact maps and an ensemble of recurrent and res... von Jack Hanson, Kuldip K. Paliwal, Thomas Litfin, Yuedong Yang, Yaoqi Zhou

Volltext

Developed and validated a prognostic nomogram for recurrence-free survival after complete surgical resection of local primary gastrointestinal stromal tumors based on deep learning von Tao Chen, Shangqing Liu, Yong Li, Xingyu Feng, Wei Xiong, Xixi Zhao, Yali Yang, Cangui Zhang, Yanfeng Hu, Hao Chen, Lin Tian, Mingli Zhao, Hao Liu, Jiang Yu, Yikai Xu, Yu Zhang, Guoxin Li

Volltext Volltext

Gated-Dilated Networks for Lung Nodule Classification in CT Scans von Mundher Al-Shabi, Hwee Kuan Lee, Maxine Tan

Volltext Volltext

Automated Diabetic Macular Edema (DME) Analysis using Fine Tuning with Inception-Resnet-v2 on OCT Images von Ravi Kamble, Genevieve C. Y. Chan, Oscar Perdómo, Manesh Kokare, Fabio A. González, Henning Müller, Fabrice Mériaudeau

Volltext

Evaluation of Melanoma Diagnosis using Imbalanced Learning von Lucas Bezerra Maia, Alan Carlos de Moura Lima, Pedro Santos, Nigel da Silva Lima, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva

Volltext Volltext

Optimized Deep Convolutional Neural Networks for Identification of Macular Diseases from Optical Coherence Tomography Images von Qingge Ji, Jie Huang, Wenjie He, Yankui Sun

Volltext Volltext

Time-Independent Prediction of Burn Depth Using Deep Convolutional Neural Networks von Marco Domenico Cirillo, Robin Mirdell, Folke Sjöberg, Tuan D. Pham

Volltext

Deep Learning for Quality Control of Subcortical Brain 3D Shape Models von Dmitry Petrov, Boris A. Gutman, Е.Е. Кузнецов, Theo G.M. van Erp, Jessica A. Turner, Lianne Schmaal, Dick J. Veltman, Lei Wang, Kathryn Alpert, Dmitry Isaev, Artemis Zavaliangos‐Petropulu, Christopher R. K. Ching, Vince D. Calhoun, David C. Glahn, Theodore D. Satterthwaite, Ole A. Andreassen, Stefan Borgwardt, Fleur M. Howells, Nynke A. Groenewold, Aristotle N. Voineskos, Joaquim Raduà, Steven G. Potkin, Benedicto Crespo‐Facorro, Diana Tordesillas-Gutirrez, Li Shen, И. С. Лебедева, Gianfranco Spalletta, Gary Donohoe, Peter Kochunov, Pedro G. P. Rosa, Anthony James, Udo Dannlowski, Bernhard T. Baune, A. Aleman, Ian H. Gotlib, Henrik Walter, Martin Walter, Jair C. Soares, Stefan Ehrlich, Ruben C. Gur, N. Trung Doan, Ingrid Agartz, Lars T. Westlye, Fabienne Harrisberger, Anita Riecher‐Rössler, Anne Uhlmann, Dan J. Stein, Erin W. Dickie, Edith Pomarol‐Clotet, Paola Fuentes‐Claramonte, Erick J. Canales‐Rodríguez, Raymond Salvador, Alexander J. Huang, Roberto Roiz-Santiaez, Shan Cong, Alexander S. Tomyshev, Fabrizio Piras, Daniela Vecchio, Nerisa Banaj, Valentina Ciullo, Elliot Hong, Geraldo F. Busatto, Marcus V. Zanetti, Maurício H. Serpa, Simon Červenka, Sinéad Kelly, Dominik Grotegerd, Matthew D. Sacchet, Ilya M. Veer, Meng Li, Mon-Ju Wu, Benson Irungu, Esther Walton, Paul M. Thompson

Volltext Volltext

Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification von Ivo M. Baltruschat, Hannes Nickisch, Michael Graß, Tobias Knopp, Axel Saalbach

Volltext Volltext

Classification of Alzheimer’s Disease with and without Imagery Using Gradient Boosted Machines and ResNet-50 von Lawrence Fulton, Diane Dolezel, Jordan Harrop, Yan Yan, Christopher Fulton

Volltext Volltext

MR image reconstruction using deep learning: evaluation of network structure and loss functions von Vahid Ghodrati, Jiaxin Shao, Mark Bydder, Ziwu Zhou, Wotao Yin, Kim‐Lien Nguyen, Yingli Yang, Peng Hu

Volltext Volltext

Convolutional neural networks for multi-class brain disease detection using MRI images von Muhammed Talo, Özal Yıldırım, Ulaş Baran Baloğlu, Galip Aydın, U. Rajendra Acharya

Volltext

Same same but different: a web-based deep learning application for the histopathologic distinction of cortical malformations von Joshua Kubach, A. Muehlebner-Farngruber, Figen Söylemezoğlu, Hajime Miyata, Pitt Niehusmann, Mrinalini Honavar, Fábio Rogério, S-H. Kim, Eleonora Aronica, Rita Garbelli, Samuel Vilz, Alexander Popp, Stefan Walcher, Christoph Neuner, Michael Scholz, Stefanie Küerten, Verena Schropp, Sebastian S. Roeder, Philip Eichhorn, Markus Eckstein, Axel Brehmer, Katja Kobow, Roland Coras, Ingmar Bluemcke, Samir Jabari

Volltext Volltext

Automated speech-based screening of depression using deep convolutional neural networks von Karol Chlasta, Krzysztof Wołk, Izabela Krejtz

Volltext

A Systematic Exploration of Deep Neural Networks for EDA-Based Emotion Recognition von Dian Yu, Shouqian Sun

Volltext Volltext

Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks von Ali Abbasian Ardakani, Alireza Rajabzadeh Kanafi, U. Rajendra Acharya, Nazanin Khadem, Afshin Mohammadi

Volltext