Articles

Solubilization of inclusion bodies: insights from explainable machine learning approaches

in Computational Methods in Chemical Engineering

• Cornelia Walther
• Michael C. Martinetz
• Anja Friedrich
• Anne-Luise Tscheließnig
• Martin Voigtmann
• Alexander Jung
• Cécile Brocard
• Erich Bluhmki
• Jens Smiatek

Principles and Practice of Explainable Machine Learning

in Data Mining and Management

• Vaishak Belle
• Ioannis Papantonis

Development and validation of an explainable machine learning model for predicting the risk of sleep disorders in older adults with multimorbidity: a cross-sectional study

in Aging and Public Health

• Xia Wang
• Dan Zhang
• Liu Lu
• Shujie Meng
• Yong Li
• Rong Zhang
• Jingjie Zhou
• Qian Yu
• Li Zeng
• Jiang Zhao

An explainable machine learning model predicts pediatric varicella encephalitis

in Clinical Infectious Diseases

• Xiaoxiao Liu
• Danlei Mou
• Chongyang Yin
• Bo Liu
• Kaihua Dong
• Chunjie Guo
• Yang Zhao

Explainable machine learning radiomics model for Primary Progressive Aphasia classification

• Benedetta Tafuri
• Roberto De Blasi
• Salvatore Nigro
• Giancarlo Logroscino

Postpartum depression risk prediction using explainable machine learning algorithms

in Obstetrics and Gynecology

• Xudong Huang
• Lifeng Zhang
• Chenyang Zhang
• Jing Li
• Chenyang Li

Explainable machine learning to predict the cost of capital

in AI in Finance

• Niklas Bussmann
• Paolo Giudici
• Alessandra Tanda
• Ellen Pei-Yi Yu

Stage prediction of acute kidney injury in sepsis patients using explainable machine learning approaches

in Intensive Care Medicine and Anesthesiology

• Zhen Quan
• Zheng Han
• Siyao Zeng
• Lianghe Wen
• Jingkai Wang
• Yue Li
• Hongliang Wang

An explainable machine learning model for predicting bladder tumor aecurrence risk

in Genitourinary Oncology

• Shenghua Wu
• Ying Wang
• Jingbing He
• Weixing Peng
• Wei Hu

An Explainable Machine Learning Model for Prognosis Prediction in Sudden Sensorineural Hearing Loss Under Integrated Therapy

in Precision Medicine

• Xiaoxiao Ye
• Yuxin Deng
• Binbin Xiong
• Min Chen
• Gang Chen
• Chen Huang

Explainable machine learning reveals ribosome biogenesis biomarkers in preeclampsia risk prediction

in Systems Immunology

• Jingjing Chen
• Dan Zhang
• Chengxiu Zhu
• Lin Lin
• Kejun Ye
• Ying Hua
• Mengjia Peng

Prediction of heart failure risk factors from retinal optical imaging via explainable machine learning

in Ophthalmology

• Sona M. Al Younis
• Samit Kumar Ghosh
• Hina Raja
• Feryal A. Alskafi
• Siamak Yousefi
• Ahsan H. Khandoker

Explainable machine learning for predicting recurrence-free survival in endometrial carcinosarcoma patients

in Medicine and Public Health

• Samantha Bove
• Francesca Arezzo
• Gennaro Cormio
• Erica Silvestris
• Alessia Cafforio
• Maria Colomba Comes
• Annarita Fanizzi
• Giuseppe Accogli
• Gerardo Cazzato
• Giorgio De Nunzio

Explainable machine learning for predicting neurological outcome in hemorrhagic and ischemic stroke patients in critical care

in Neurocritical and Neurohospitalist Care

• Huawei Wei
• Xingshuai Huang
• Yixuan Zhang
• Guowei Jiang
• Ruifeng Ding
• Mengqiu Deng
• Liangtian Wei
• Hongbin Yuan

Explainable machine learning model for predicting the outcome of acute ischemic stroke after intravenous thrombolysis

in Stroke

• Fanhai Bu
• Runlu Cai
• Wei Zhang
• Xiaohong Tang
• Guiyun Cui
• Xinxin Yang

Towards actionable recommendations for exam preparation using isomorphic problem banks and Explainable Machine Learning

in Assessment, Testing and Applied Measurement

• Chang Liu
• Rui Xie
• Zhongzhou Chen