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Machine learning algorithms

Robust optical flow algorithm for general single cell segmentation

Michael C. Robitaille, Jeff M. Byers, Joseph A. Christodoulides, Marc P. Raphael

published 14 Jan 2022

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Imputation by feature importance (IBFI): A methodology to envelop machine learning method for imputing missing patterns in time series data

Adil Aslam Mir, Kimberlee Jane Kearfott, Fatih Vehbi Çelebi, Muhammad Rafique

published 13 Jan 2022

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Automated selection of mid-height intervertebral disc slice in traverse lumbar spine MRI using a combination of deep learning feature and machine learning classifier

Friska Natalia, Julio Christian Young, Nunik Afriliana, Hira Meidia, Reyhan Eddy Yunus, Sud Sudirman

published 13 Jan 2022

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A simple method for unsupervised anomaly detection: An application to Web time series data

Keisuke Yoshihara, Kei Takahashi

published 11 Jan 2022

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A deep hybrid learning pipeline for accurate diagnosis of ovarian cancer based on nuclear morphology

Duhita Sengupta, Sk Nishan Ali, Aditya Bhattacharya, Joy Mustafi, Asima Mukhopadhyay, Kaushik Sengupta

published 07 Jan 2022

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Drought prediction based on an improved VMD-OS-QR-ELM model

Yang Liu, Li Hu Wang, Li Bo Yang, Xue Mei Liu

published 06 Jan 2022

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Super.Complex: A supervised machine learning pipeline for molecular complex detection in protein-interaction networks

Meghana Venkata Palukuri, Edward M. Marcotte

published 31 Dec 2021

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Optical coherence tomography for identification of malignant pulmonary nodules based on random forest machine learning algorithm

Ming Ding, Shi-yu Pan, Jing Huang, Cheng Yuan, Qiang Zhang, Xiao-li Zhu, Yan Cai

published 31 Dec 2021

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Developmental gene regulatory network connections predicted by machine learning from gene expression data alone

Jingyi Zhang, Farhan Ibrahim, Emily Najmulski, George Katholos, Doaa Altarawy, Lenwood S. Heath, Sarah L. Tulin

published 28 Dec 2021

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Expert-enhanced machine learning for cardiac arrhythmia classification

Sebastian Sager, Felix Bernhardt, Florian Kehrle, Maximilian Merkert, Andreas Potschka, Benjamin Meder, Hugo Katus, Eberhard Scholz

published 23 Dec 2021

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Exploiting deep neural network and long short-term memory method-ologies in bioacoustic classification of LPC-based features

Cihun-Siyong Alex Gong, Chih-Hui Simon Su, Kuo-Wei Chao, Yi-Chu Chao, Chin-Kai Su, Wei-Hang Chiu

published 23 Dec 2021

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Reading the ground: Understanding the response of bioelectric microbes to anthropogenic compounds in soil based terrestrial microbial fuel cells

Robyn A. Barbato, Robert M. Jones, Michael A. Musty, Scott M. Slone

published 22 Dec 2021

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MHANet: A hybrid attention mechanism for retinal diseases classification

Lianghui Xu, Liejun Wang, Shuli Cheng, Yongming Li

published 16 Dec 2021

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