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Machine learning

Development of machine learning models for diagnosis of glaucoma

Seong Jae Kim, Kyong Jin Cho, Sejong Oh

Deep neural networks show an equivalent and often superior performance to dermatologists in onychomycosis diagnosis: Automatic construction of onychomycosis datasets by region-based convolutional deep neural network

Seung Seog Han, Gyeong Hun Park, [ ... ], Sung Eun Chang

iDNA-Prot: Identification of DNA Binding Proteins Using Random Forest with Grey Model

Wei-Zhong Lin, Jian-An Fang, Xuan Xiao, Kuo-Chen Chou

Computational Phenotype Discovery Using Unsupervised Feature Learning over Noisy, Sparse, and Irregular Clinical Data

Thomas A. Lasko, Joshua C. Denny, Mia A. Levy

Applying artificial intelligence to disease staging: Deep learning for improved staging of diabetic retinopathy

Hidenori Takahashi, Hironobu Tampo, [ ... ], Hidetoshi Kawashima

Predicting Fluctuations in Cryptocurrency Transactions Based on User Comments and Replies

Young Bin Kim, Jun Gi Kim, [ ... ], Chang Hun Kim

Predicting Drug-Target Interaction Networks Based on Functional Groups and Biological Features

Zhisong He, Jian Zhang, [ ... ], Kuo-Chen Chou

Features of Mammalian microRNA Promoters Emerge from Polymerase II Chromatin Immunoprecipitation Data

David L. Corcoran, Kusum V. Pandit, [ ... ], Panayiotis V. Benos

Review of machine learning methods in soft robotics

Daekyum Kim, Sang-Hun Kim, [ ... ], Sungho Jo

Deep learning-based survival prediction for multiple cancer types using histopathology images

Ellery Wulczyn, David F. Steiner, [ ... ], Martin C. Stumpe

Hidden bias in the DUD-E dataset leads to misleading performance of deep learning in structure-based virtual screening

Lieyang Chen, Anthony Cruz, [ ... ], Tom Kurtzman

Detecting the Community Structure and Activity Patterns of Temporal Networks: A Non-Negative Tensor Factorization Approach

Laetitia Gauvin, André Panisson, Ciro Cattuto

The Predictive Performance and Stability of Six Species Distribution Models

Ren-Yan Duan, Xiao-Quan Kong, [ ... ], Zhi-Gao Wang

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