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Machine learning

Using deep transfer learning to detect scoliosis and spondylolisthesis from x-ray images

Mohammad Fraiwan, Ziad Audat, Luay Fraiwan, Tarek Manasreh

Deep learning model calibration for improving performance in class-imbalanced medical image classification tasks

Sivaramakrishnan Rajaraman, Prasanth Ganesan, Sameer Antani

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, [ ... ], Feipei Lai

Data-driven diagnosis of spinal abnormalities using feature selection and machine learning algorithms

Md. Raihan-Al-Masud, M. Rubaiyat Hossain Mondal

A data-driven artificial intelligence model for remote triage in the prehospital environment

Dohyun Kim, Sungmin You, [ ... ], Hoon-Ki Park

Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing

Marta Fernandes, Rúben Mendes, [ ... ], Leo Anthony Celi

Predicting human protein function with multi-task deep neural networks

Rui Fa, Domenico Cozzetto, Cen Wan, David T. Jones

Accurate and fast feature selection workflow for high-dimensional omics data

Yasset Perez-Riverol, Max Kuhn, [ ... ], Enrique Audain

Improved detection of DNA-binding proteins via compression technology on PSSM information

Yubo Wang, Yijie Ding, [ ... ], Jijun Tang

Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values

Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nicholas Marko

Evaluating Machine Learning and Deep Learning models for predicting Wind Turbine power output from environmental factors

Montaser Abdelsattar, Mohamed A. Ismeil, [ ... ], Ahmed Emad-Eldeen

Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression

Seyed Mostafa Kia, Hester Huijsdens, [ ... ], Andre F. Marquand

Pre-processing methods in chest X-ray image classification

Agata Giełczyk, Anna Marciniak, Martyna Tarczewska, Zbigniew Lutowski

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