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Deep learning

Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database—HF_Lung_V1

Fu-Shun Hsu, Shang-Ran Huang, Chien-Wen Huang, Chao-Jung Huang, Yuan-Ren Cheng, Chun-Chieh Chen, Jack Hsiao, Chung-Wei Chen, Li-Chin Chen, Yen-Chun Lai, Bi-Fang Hsu, Nian-Jhen Lin, Wan-Ling Tsai, Yi-Lin Wu, Tzu-Ling Tseng, Ching-Ting Tseng, Yi-Tsun Chen, Feipei Lai

published 01 Jul 2021

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Deep learning to predict long-term mortality in patients requiring 7 days of mechanical ventilation

Naomi George, Edward Moseley, Rene Eber, Jennifer Siu, Mathew Samuel, Jonathan Yam, Kexin Huang, Leo Anthony Celi, Charlotta Lindvall

published 29 Jun 2021

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Real-time computer-aided diagnosis of focal pancreatic masses from endoscopic ultrasound imaging based on a hybrid convolutional and long short-term memory neural network model

Anca Loredana Udriștoiu, Irina Mihaela Cazacu, Lucian Gheorghe Gruionu, Gabriel Gruionu, Andreea Valentina Iacob, Daniela Elena Burtea, Bogdan Silviu Ungureanu, Mădălin Ionuț Costache, Alina Constantin, Carmen Florina Popescu, Ștefan Udriștoiu, Adrian Săftoiu

published 28 Jun 2021

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celldeath: A tool for detection of cell death in transmitted light microscopy images by deep learning-based visual recognition

Alejandro Damián La Greca, Nelba Pérez, Sheila Castañeda, Paula Melania Milone, María Agustina Scarafía, Alan Miqueas Möbbs, Ariel Waisman, Lucía Natalia Moro, Gustavo Emilio Sevlever, Carlos Daniel Luzzani, Santiago Gabriel Miriuka

published 24 Jun 2021

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Impact of chart image characteristics on stock price prediction with a convolutional neural network

Guangxun Jin, Ohbyung Kwon

published 23 Jun 2021

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Artificial intelligence-based endoscopic diagnosis of colorectal polyps using residual networks

Yoriaki Komeda, Hisashi Handa, Ryoma Matsui, Shohei Hatori, Riku Yamamoto, Toshiharu Sakurai, Mamoru Takenaka, Satoru Hagiwara, Naoshi Nishida, Hiroshi Kashida, Tomohiro Watanabe, Masatoshi Kudo

published 22 Jun 2021

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Optimized algorithm for multipoint geostatistical facies modeling based on a deep feedforward neural network

Jianpeng Yao, Wenling Liu, Qingbin Liu, Yuyang Liu, Xiaodong Chen, Mao Pan

published 22 Jun 2021

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Deep learning for classification of pediatric chest radiographs by WHO’s standardized methodology

Yiyun Chen, Craig S. Roberts, Wanmei Ou, Tanaz Petigara, Gregory V. Goldmacher, Nicholas Fancourt, Maria Deloria Knoll

published 21 Jun 2021

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DPP: Deep predictor for price movement from candlestick charts

Chih-Chieh Hung, Ying-Ju Chen

published 21 Jun 2021

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Diagnosis of central serous chorioretinopathy by deep learning analysis of en face images of choroidal vasculature: A pilot study

Yukihiro Aoyama, Ichiro Maruko, Taizo Kawano, Tatsuro Yokoyama, Yuki Ogawa, Ruka Maruko, Tomohiro Iida

published 18 Jun 2021

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Crop yield prediction integrating genotype and weather variables using deep learning

Johnathon Shook, Tryambak Gangopadhyay, Linjiang Wu, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K. Singh

published 17 Jun 2021

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Towards sustainable demersal fisheries: NepCon image acquisition system for automatic Nephrops norvegicus detection

Maria Sokolova, Fletcher Thompson, Patrizio Mariani, Ludvig Ahm Krag

published 16 Jun 2021

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Segmentation and recognition of breast ultrasound images based on an expanded U-Net

Yanjun Guo, Xingguang Duan, Chengyi Wang, Huiqin Guo

published 15 Jun 2021

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