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Machine learning algorithms

Detecting CTP truncation artifacts in acute stroke imaging from the arterial input and the vascular output functions

Ezequiel de la Rosa, Diana M. Sima, [ ... ], David Robben

Distributionally robust learning-to-rank under the Wasserstein metric

Shahabeddin Sotudian, Ruidi Chen, Ioannis Ch. Paschalidis

A modified weighted chimp optimization algorithm for training feed-forward neural network

Eman A. Atta, Ahmed F. Ali, Ahmed A. Elshamy

Classification of truck-involved crash severity: Dealing with missing, imbalanced, and high dimensional safety data

Seyed Iman Mohammadpour, Majid Khedmati, Mohammad Javad Hassan Zada

Dynamic sub-route-based self-adaptive beam search Q-learning algorithm for traveling salesman problem

Jin Zhang, Qing Liu, XiaoHang Han

Machine learning models trained on synthetic datasets of multiple sample sizes for the use of predicting blood pressure from clinical data in a national dataset

Anmol Arora, Ananya Arora

A deep reinforcement learning algorithm for the rectangular strip packing problem

Jie Fang, Yunqing Rao, Mingliang Shi

A protocol for a systematic review of electronic early warning/track-and-trigger systems (EW/TTS) to predict clinical deterioration: Focus on automated features, technologies, and algorithms

Sharareh Rostam Niakan Kalhori, Thomas M. Deserno, Mostafa Haghi, Nagarajan Ganapathy

Incorporating algorithmic uncertainty into a clinical machine deep learning algorithm for urgent head CTs

Byung C. Yoon, Stuart R. Pomerantz, [ ... ], Ramon Gilberto González

Research on fault diagnosis system for belt conveyor based on internet of things and the LightGBM model

Meng Wang, Kejun Shen, [ ... ], Chengbin Guo

Applied machine learning to identify differential risk groups underlying externalizing and internalizing problem behaviors trajectories: A case study using a cohort of Asian American children

Samrachana Adhikari, Shiying You, [ ... ], Keng-Yen Huang

Predictors of the rate of cognitive decline in older adults using machine learning

Maryam Ahmadzadeh, Theodore David Cosco, [ ... ], Steve DiPaola

Toward characterizing cardiovascular fitness using machine learning based on unobtrusive data

Maria Cecília Moraes Frade, Thomas Beltrame, [ ... ], Aparecida Maria Catai

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