Expansion of Impervious Surface Area in Pekanbaru (1990–2018) and Predictions for 2038 Using Big Data by Wirawan Bayu Andrianto, Siregar Yusni Ikhwan, Sukendi Sukendi, Mulyadi Mulyadi

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Combining genome‐wide association and genomic prediction to unravel the genetic architecture of carotenoid accumulation in carrot by William R. Rolling, Shelby Ellison, Kevin Coe, Massimo Iorizzo, Julie Dawson, Douglas Senalik, Philipp W. Simon

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DTI-RME: a robust and multi-kernel ensemble approach for drug-target interaction prediction by Yuqing Qian, Xin Zhang, Yizheng Wang, Quan Zou, Chen Cao, Yijie Ding, Xiaoyi Guo

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Predicting the Young’s Modulus of Concrete Using a Particle-Based Movable Cellular Automata Method by Dorota Aniszewska, Marek Rybaczuk

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Accurate prediction of clinical stroke scales and improved biomarkers of motor impairment from robotic measurements. by Dimitris K Agrafiotis, Eric Yang, Gary S Littman, Geert Byttebier, Laura Dipietro, Allitia DiBernardo, Juan C Chavez, Avrielle Rykman, Kate McArthur, Karim Hajjar, Kennedy R Lees, Bruce T Volpe, Michael Krams, Hermano I Krebs

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Fate-tox: fragment attention transformer for E(3)-equivariant multi-organ toxicity prediction by Sumin Ha, Dongmin Bang, Sun Kim

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Assessing the performance of QLQ-C30 in predicting all-cause mortality in community cancer patients by Jin Zhao, Yanmin Wang, Weidong Huang, Richard H Xu, Xiaoming Yang, Pei Wang

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Personalizing age‐specific survival prediction and risk stratification in intracranial grade II/III ependymoma by Xiangyang Deng, Xiaojia Zhang, Liang Yang, Xiangqi Lu, Junhao Fang, Lisheng Yu, Dandong Li, Hansong Sheng, Bo Yin, Nu Zhang, Jian Lin

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The Use of Explainable Machine Learning for the Prediction of the Quality of Bulk-Tank Milk in Sheep and Goat Farms by Daphne T. Lianou, Yiannis Kiouvrekis, Charalambia K. Michael, Natalia G. C. Vasileiou, Ioannis Psomadakis, Antonis P. Politis, Angeliki I. Katsafadou, Eleni I. Katsarou, Maria V. Bourganou, Dimitra V. Liagka, Dimitrios C. Chatzopoulos, Nikolaos M. Solomakos, George C. Fthenakis

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TTR.PGM: An R package for modelling the distributions and dynamics of plants using the Thornley transport resistance plant growth model by Steven I. Higgins, Arne Burkhardt, Timo Conradi, Edward Muhoko

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Estimation of minimal data sets sizes for machine learning predictions in digital mental health interventions by Kirsten Zantvoort, Barbara Nacke, Dennis Görlich, Silvan Hornstein, Corinna Jacobi, Burkhardt Funk

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Permeability Prediction for Ajeel Oilfield/ Tertiary Reservoir by Integrating Rock Typing Approach with FZI Method by Vian M. Ahmed, Ayad A. Al-Haleem

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Efficient management of neonatal sepsis diagnosis using predictive analytics methods: a scoping review by KVKL Narasimha Rao, Pradeep Kumar Dadabada, Sanjita Jaipuria

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Prediction of porosity, hardness and surface roughness in additive manufactured AlSi10Mg samples. by Fatma Alamri, Imad Barsoum, Shrinivas Bojanampati, Maher Maalouf

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Monitoring and Prediction of Land Surface Phenology Using Satellite Earth Observations—A Brief Review by Mateo Gašparović, Ivan Pilaš, Dorijan Radočaj, Dino Dobrinić

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A comprehensive approach to predict a rocket's impact with stochastic estimators and artificial neural networks by Jose Abreu, Roberto L. Oliveira, Joao V. Fonseca Neto

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GSDMD is a novel predictive biomarker for immunotherapy response: in the pan-cancer and single cell landscapes by Li Juan Huang, Feng Chen, Lin Chen, Shi Tong Zhan, Ming Min Liu, Jiang Dong Xiang, Qin Yi Zhang, Ye Yang

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Further evidence that averageness and femininity, rather than symmetry and masculinity, predict facial attractiveness judgments by Pengting Lee, Jingheng Li, Yasaman Rafiee, Benedict C. Jones, Victor K. M. Shiramizu

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Preeclampsia prediction with maternal and paternal polygenic risk scores: the TMM BirThree Cohort Study by Hisashi Ohseto, Mami Ishikuro, Taku Obara, Akira Narita, Ippei Takahashi, Genki Shinoda, Aoi Noda, Keiko Murakami, Masatsugu Orui, Noriyuki Iwama, Masahiro Kikuya, Hirohito Metoki, Junichi Sugawara, Gen Tamiya, Shinichi Kuriyama

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Prediction and characterisation of the human B cell response to a heterologous two-dose Ebola vaccine by Daniel O’Connor, Elizabeth A. Clutterbuck, Malick M. Gibani, Sagida Bibi, Katherine A. Sanders, Rebecca Makinson, Dominic F. Kelly, Andrew J. Pollard

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