Spatial-temporal radiogenomics in predicting neoadjuvant chemotherapy efficacy for breast cancer: a comprehensive review by Tingfeng Zhang, Liang Zhao, Tingting Cui, Yi Zhou, Peifen Li, Chuqiao Luo, Junkang Wei, Hong Hu

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Exploring machine learning algorithms for predicting fertility preferences among reproductive age women in Nigeria by Zinabu Bekele Tadese, Teshome Demis Nimani, Kusse Urmale Mare, Fetlework Gubena, Ismail Garba Wali, Jamilu Sani

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Heterogeneous hematoma density predicts poor outcome in patients with supratentorial intracerebral hemorrhage after craniotomy by Li Luo, Yuanyuan Fu, Likun Wang, Jinhua Yang, Guofeng Wu, Siying Ren, Lian He, Shiqi Lin, Yuanyi Liu

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Exploring metabolomics for colorectal cancer risk prediction: evidence from the UK Biobank and ESTHER cohorts by Teresa Seum, Rafael Cardoso, Joshua Stevenson-Hoare, Bernd Holleczek, Ben Schöttker, Michael Hoffmeister, Hermann Brenner

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Elevated SAMD3 expression in T cells predicts improved survival in pancreatic ductal adenocarcinoma patients by Lingyi Fu, Enliang Zhou, Shuo Li, Ziteng Li, Liyan Wu, Xinxin Zhou, Lang Tian, Bokang Cui

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Predicting reperfusion injury and functional status after stroke using blood biomarkers: the STROKELABED study by Alessia Vignoli, Elena Sticchi, Benedetta Piccardi, Vanessa Palumbo, Cristina Sarti, Alessandro Sodero, Francesco Arba, Enrico Fainardi, Anna Maria Gori, Betti Giusti, Ada Kura, Leonardo Tenori, Marzia Baldereschi

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Effective spectral pre-processing methods enhance accuracy of soil property prediction by NIR spectroscopy by Mehdi Eslamifar, Hamed Tavakoli, Eiko Thiessen, Rainer Kock, José Correa, Eberhard Hartung

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The role of functioning in predicting nursing home placement or death among older home care patients by Eeva Björkstedt, Ari Voutilainen, Kati Auvinen, Virva Hyttinen, Johanna Jyrkkä, Pekka Mäntyselkä, Eija Lönnroos

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Evaluating the CURB-65 score for in-hospital mortality prediction in COVID-19 patients: insights into dysglycaemia by Farzahna Mohamed, Frederick Raal, Aletta Millen, Brent A Prim, Jarrod Zamparini, Ismail Sikander Kalla

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Combining information from common type 2 diabetes risk polymorphisms improves disease prediction. by Michael N Weedon, Mark I McCarthy, Graham Hitman, Mark Walker, Christopher J Groves, Eleftheria Zeggini, N William Rayner, Beverley Shields, Katharine R Owen, Andrew T Hattersley, Timothy M Frayling

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Prediction equation for hardness in heat-affected zone of X80 pipeline welds and its application by Qingmei JIANG, Liyang DENG, Hao WANG, Xiaoqiang ZHANG, Ying ZHEN, Dongdong REN

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Hydrodynamic Characteristic and Prediction Study of 1, 1, 1, 2-Tetrafluoroethane under Supercritical Pressure by S. C. Liu, Z. G. Li, W. Han, Y. X. Jiao, S. M. Zheng, X. T. Song, J. H. Kou

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Machine learning developed an immune evasion signature for predicting prognosis and immunotherapy benefits in lung adenocarcinoma by Dongxiao Ding, Gang Huang, Liangbin Wang, Ke Shi, Junjie Ying, Wenjun Shang, Li Wang, Chong Zhang, Maofen Jiang, Yaxing Shen

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Predicting disease progression from the rate of bodyweight change in nasopharyngeal carcinoma patient during radiotherapy by Jiachen Sun, Sai kit Edmond Lam, Xinzhi Teng, Jiang Zhang, Francis Kar-ho Lee, Celia Wai-yi Yip, James Chung-hang Chow, Victor Ho-fun Lee, Ying Sun, Jing Cai

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Multiphoton imaging-based quantifiable collagen signatures for predicting outcomes in patients with pancreatic ductal adenocarcinoma by Xiwen Chen, Jikui Miao, Xingxin Huang, Xiahui Han, Liqin Zheng, Jianxin Chen, Linying Chen, Lianhuang Li

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Data‐driven prediction of phase formation in graphene–metal systems based on phase diagram insights by Leilei Chen, Changheng Li, Kai Xu, Ruonan Zhou, Ming Lou, Yujie Du, Denis Music, Keke Chang

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Machine learning and the nomogram as the accurate tools for predicting postoperative malnutrition risk in esophageal cancer patients by Zhenmeng Lin, Zhenmeng Lin, Hao He, Mingfang Yan, Xiamei Chen, Hanshen Chen, Jianfang Ke

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Deep Gaussian process with uncertainty estimation for microsatellite instability and immunotherapy response prediction from histology by Sunho Park, Morgan F. Pettigrew, Yoon Jin Cha, In-Ho Kim, Minji Kim, Imon Banerjee, Isabel Barnfather, Jean R. Clemenceau, Inyeop Jang, Hyunki Kim, Younghoon Kim, Rish K. Pai, Jeong Hwan Park, N. Jewel Samadder, Kyo Young Song, Ji-Youn Sung, Jae-Ho Cheong, Jeonghyun Kang, Sung Hak Lee, Sam C. Wang, Tae Hyun Hwang

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Feature fusion ensemble classification approach for epileptic seizure prediction using electroencephalographic bio-signals by Yazeed Alkhrijah, Yazeed Alkhrijah, Shehzad Khalid, Shehzad Khalid, Syed Muhammad Usman, Amina Jameel, Muhammad Zubair, Haya Aldossary, Aamir Anwar, Saad Arif

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Evaluation and Comparison of the PREVENT and Pooled Cohort Equations for 10‐Year Atherosclerotic Cardiovascular Risk Prediction by Hui Zhou, Yiyi Zhang, Matt M. Zhou, Soon Kyu Choi, Kristi Reynolds, Teresa N. Harrison, Brandon K. Bellows, Andrew E. Moran, Lisandro D. Colantonio, Norrina B. Allen, Monika M. Safford, Jaejin An

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