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| Open AccessLeveraging human expert image annotations to improve pneumonia differentiation through human knowledge distillation
- Daniel Schaudt
- , Reinhold von Schwerin
- & Christopher Kloth
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| Open AccessAtlas-based finite element analyses with simpler constitutive models predict personalized progression of knee osteoarthritis: data from the osteoarthritis initiative
- Mika E. Mononen
- , Alexander Paz
- & Mikael J. Turunen
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| Open AccessEmbracing cohort heterogeneity in clinical machine learning development: a step toward generalizable models
- Michiel Schinkel
- , Frank C. Bennis
- & Prabath W. B. Nanayakkara
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| Open AccessPredicting 1-year mortality of patients with diabetes mellitus in Kazakhstan based on administrative health data using machine learning
- Aidar Alimbayev
- , Gulnur Zhakhina
- & Abduzhappar Gaipov
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| Open AccessAccurate prognosis for localized prostate cancer through coherent voting networks with multi-omic and clinical data
- Marco Pellegrini
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| Open AccessOptimizing the input feature sets and machine learning algorithms for reliable and accurate estimation of continuous, cuffless blood pressure
- Rajesh S. Kasbekar
- , Songbai Ji
- & Anita Goel
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| Open AccessMachine learning-based causal models for predicting the response of individual patients to dexamethasone treatment as prophylactic antiemetic
- Taisuke Mizuguchi
- & Shigehito Sawamura
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| Open AccessMultimodal fusion models for pulmonary embolism mortality prediction
- Noa Cahan
- , Eyal Klang
- & Hayit Greenspan
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| Open AccessVoice disorder classification using convolutional neural network based on deep transfer learning
- Xiangyu Peng
- , Huoyao Xu
- & Chaoming He
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| Open AccessMIDO GDM: an innovative artificial intelligence-based prediction model for the development of gestational diabetes in Mexican women
- Héctor Gallardo-Rincón
- , María Jesús Ríos-Blancas
- & Roberto Tapia-Conyer
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| Open AccessEnhancing cancer treatment and understanding through clustering of gene responses to categorical stressors
- Christopher El Hadi
- , George Hilal
- & Rita Aoun
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| Open AccessModeling outcome trajectories in patients with acquired brain injury using a non-linear dynamic evolution approach
- Simona Panunzi
- , Lucia Francesca Lucca
- & Antonio Cerasa
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| Open AccessTriclustering-based classification of longitudinal data for prognostic prediction: targeting relevant clinical endpoints in amyotrophic lateral sclerosis
- Diogo F. Soares
- , Rui Henriques
- & Sara C. Madeira
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Article
| Open AccessMyopia prediction for children and adolescents via time-aware deep learning
- Junjia Huang
- , Wei Ma
- & Tao Zhou
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| Open AccessRisk factors for, and prediction of, exertional heat illness in Thoroughbred racehorses at British racecourses
- Leah E Trigg
- , Sally Lyons
- & Siobhan Mullan
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| Open AccessGeneralisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries
- Carla Sendra-Balcells
- , Víctor M. Campello
- & Karim Lekadir
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| Open AccessUsing deep learning to detect diabetic retinopathy on handheld non-mydriatic retinal images acquired by field workers in community settings
- Joan M. Nunez do Rio
- , Paul Nderitu
- & Sucheta Kulkarni
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| Open AccessPredicting severity in COVID-19 disease using sepsis blood gene expression signatures
- Arjun Baghela
- , Andy An
- & Robert E. W. Hancock
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| Open AccessLongitudinal individual predictions from irregular repeated measurements data
- Iris Eekhout
- , Stef van Buuren
- & Abe Huisman
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| Open AccessDevelopment of a machine-learning algorithm to predict in-hospital cardiac arrest for emergency department patients using a nationwide database
- Ji Hoon Kim
- , Arom Choi
- & Hyuk-Jae Chang
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| Open AccessPredicting multipotency of human adult stem cells derived from various donors through deep learning
- Hyeonji Kim
- , Keonhyeok Park
- & Dong-Woo Cho
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| Open AccessMachine learning did not beat logistic regression in time series prediction for severe asthma exacerbations
- Anne A. H. de Hond
- , Ilse M. J. Kant
- & Jacob K. Sont
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| Open AccessPredicting the risk of osteoporosis in older Vietnamese women using machine learning approaches
- Hanh My Bui
- , Minh Hoang Ha
- & Cuong Quang Le
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| Open AccessIdentification of a key ceRNA network associated with ferroptosis in gastric cancer
- Wen Jin
- , Jianli Liu
- & Lan Yu
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| Open AccessPeripheral arterial elasticity changes derived by volume-oscillometry in reaction to hyperemia as a possible assessment of flow-mediated vasodilatation
- Takehiro Yamakoshi
- , Peter Rolfe
- & Ken-ichi Yamakoshi
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| Open AccessDeveloping and validating a machine learning prognostic model for alerting to imminent deterioration of hospitalized patients with COVID-19
- Yuri Kogan
- , Ari Robinson
- & Zvia Agur
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Article
| Open AccessParallel functional annotation of cancer-associated missense mutations in histone methyltransferases
- Ashley J. Canning
- , Susan Viggiano
- & Michael S. Cosgrove
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Article
| Open AccessOn the limits of graph neural networks for the early diagnosis of Alzheimer’s disease
- Laura Hernández-Lorenzo
- , Markus Hoffmann
- & Jose L. Ayala
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Article
| Open AccessEstablishment and evaluation of a risk-prediction model for hypertension in elderly patients with NAFLD from a health management perspective
- An Zhang
- , Xin Luo
- & Jijia Sun
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| Open AccessDevelopment of deep learning chest X-ray model for cardiac dose prediction in left-sided breast cancer radiotherapy
- Yutaro Koide
- , Takahiro Aoyama
- & Takeshi Kodaira
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| Open AccessDeep learning methods to predict amyotrophic lateral sclerosis disease progression
- Corrado Pancotti
- , Giovanni Birolo
- & Piero Fariselli
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| Open AccessPerformance and usability testing of an automated tool for detection of peripheral artery disease using electronic health records
- I. Ghanzouri
- , S. Amal
- & E. G. Ross
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| Open AccessA ricin-based peptide BRIP from Hordeum vulgare inhibits Mpro of SARS-CoV-2
- Prakriti Kashyap
- , Vijay Kumar Bhardwaj
- & Sanjay Kumar
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Article
| Open AccessStructural design and performance study of primitive triply periodic minimal surfaces Ti6Al4V biomimetic scaffold
- Yaru Qin
- , Qihui Wang
- & Miao Zhang
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| Open AccessPredicting mortality among ischemic stroke patients using pathways-derived polygenic risk scores
- Jiang Li
- , Durgesh Chaudhary
- & Vida Abedi
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| Open AccessNutritional support for successful weaning in patients undergoing prolonged mechanical ventilation
- Shih-Ching Lo
- , Kevin Sheng-Kai Ma
- & Shun-Fa Yang
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| Open AccessDynamic characterization of breast cancer response to neoadjuvant therapy using biophysical metrics of spatial proliferation
- Haley J. Bowers
- , Emily Douglas
- & Jared A. Weis
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| Open AccessPrediction of postoperative cardiac events in multiple surgical cohorts using a multimodal and integrative decision support system
- Renaid B. Kim
- , Olivia P. Alge
- & Jonathan Gryak
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| Open AccessComprehensive multi-cohort transcriptional meta-analysis of muscle diseases identifies a signature of disease severity
- C. J. Walsh
- , J. Batt
- & C. C. dos Santos
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| Open AccessTowards interpretable, medically grounded, EMR-based risk prediction models
- Isabell Twick
- , Guy Zahavi
- & Dan Assaf
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| Open AccessA machine learning based model accurately predicts cellular response to electric fields in multiple cell types
- Brett Sargent
- , Mohammad Jafari
- & Marcella Gomez
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| Open AccessRadiomics-based machine learning models to distinguish between metastatic and healthy bone using lesion-center-based geometric regions of interest
- Hossein Naseri
- , Sonia Skamene
- & John Kildea
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| Open AccessClinical measures, radiomics, and genomics offer synergistic value in AI-based prediction of overall survival in patients with glioblastoma
- Anahita Fathi Kazerooni
- , Sanjay Saxena
- & Christos Davatzikos
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| Open AccessUsing machine learning to predict COVID-19 infection and severity risk among 4510 aged adults: a UK Biobank cohort study
- Auriel A. Willette
- , Sara A. Willette
- & Tim Waterboer
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| Open AccessDiscrimination of secondary hypsarrhythmias to Zika virus congenital syndrome and west syndrome based on joint moments and entropy measurements
- Priscila Lima Rocha
- , Washington Luis Santos Silva
- & Allan Kardec Barros
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| Open AccessMulti-staged gene expression profiling reveals potential genes and the critical pathways in kidney cancer
- Hamed Ishaq Khouja
- , Ibraheem Mohammed Ashankyty
- & Mohammad Mobashir
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| Open AccessImmunoprognostic model of lung adenocarcinoma and screening of sensitive drugs
- Pengchen Liang
- , Jin Li
- & Zeng Zeng
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| Open AccessIn-depth insights into Alzheimer’s disease by using explainable machine learning approach
- Bojan Bogdanovic
- , Tome Eftimov
- & Monika Simjanoska
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| Open AccessThe Polyscore of autonomic parameters predicts mortality and identifies low-risk individuals among diabetic survivors of acute myocardial infarction
- Alexander Steger
- , Michael Dommasch
- & Ralf Dirschinger