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| Open AccessContrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models
- Minhaj Nur Alam
- , Rikiya Yamashita
- & Daniel Rubin
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| Open AccessImage analysis of cutaneous melanoma histology: a systematic review and meta-analysis
- Emily L. Clarke
- , Ryckie G. Wade
- & Darren Treanor
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| Open AccessDevelopment and validation of a simple machine learning tool to predict mortality in leptospirosis
- Gabriela Studart Galdino
- , Tainá Veras de Sandes-Freitas
- & Elizabeth de Francesco Daher
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| Open AccessFrailty detection among primary care older patients through the Primary Care Frailty Index (PC-FI)
- Davide Liborio Vetrano
- , Alberto Zucchelli
- & Francesco Lapi
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| Open AccessAdjusting the RAPID score with 2 additional variables significantly increases its predictive value in patients with empyema
- B. O. Stüben
- , G. A. Plitzko
- & K. Bachmann
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| Open AccessQuitting smoking after a cancer diagnosis is associated with high-risk neutrophil-to-lymphocyte ratio among tobacco use-related cancer survivors
- You Lu
- , Katherine Kwong
- & Kun Zhang
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| Open AccessSevere SARS-Cov2 pneumonia in vaccinated patients: a multicenter cohort study
- Adrien Mirouse
- , Alice Friol
- & David Saadoun
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| Open AccessImproving the performance of machine learning algorithms for health outcomes predictions in multicentric cohorts
- Roberta Moreira Wichmann
- , Fernando Timoteo Fernandes
- & Valesca Lôbo eSant’ana Nuno
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| Open AccessTraining and proficiency level in endoscopic sinus surgery change residents’ eye movements
- Laura Niederhauser
- , Sandra Gunser
- & Lukas Anschuetz
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| Open AccessPredicting graft failure in pediatric liver transplantation based on early biomarkers using machine learning models
- Seungho Jung
- , Kyemyung Park
- & Bon-Nyeo Koo
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| Open AccessClinical outcomes following surgical management of deep infiltrating endometriosis
- Perrine Leborne
- , Stephanie Huberlant
- & Lucie Allegre
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| Open AccessAdvanced maternal age and severe maternal morbidity in South Korea: a population-based cohort study
- Juyeong Kim
- , Jin Young Nam
- & Eun-Cheol Park
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| Open AccessFibrosis-4 index efficiently predicts chronic hepatitis and liver cirrhosis development based on a large-scale data of general population in Japan
- Nobutake Yamamichi
- , Takeshi Shimamoto
- & Mitsuhiro Fujishiro
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| Open AccessInvestigation on factors related to poor CPAP adherence using machine learning: a pilot study
- Kana Eguchi
- , Tsutomu Yabuuchi
- & Tomohiro Kuroda
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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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| Open AccessA complete blood count-based multivariate model for predicting the recovery of patients with moderate COVID-19: a retrospective study
- Yiting Wang
- , Xuewen Li
- & Qi Zhou
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| Open AccessA predictive model for hospitalization and survival to COVID-19 in a retrospective population-based study
- Alejandro Cisterna-García
- , Antonio Guillén-Teruel
- & Juan A. Botía
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| Open AccessPrediction of persistent acute kidney injury in postoperative intensive care unit patients using integrated machine learning: a retrospective cohort study
- Xuandong Jiang
- , Yongxia Hu
- & Xuping Cheng
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| Open AccessClustering of trauma patients based on longitudinal data and the application of machine learning to predict recovery
- Kostas Stoitsas
- , Saurabh Bahulikar
- & Katrijn Van Deun
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| Open AccessA novel model forecasting perioperative red blood cell transfusion
- Yawen Zhang
- , Xiangjie Fu
- & Ning Li
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| Open AccessThe chronification of post-COVID condition associated with neurocognitive symptoms, functional impairment and increased healthcare utilization
- Mayssam Nehme
- , Olivia Braillard
- & Idris Guessous
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| Open AccessPersonalized survival probabilities for SARS-CoV-2 positive patients by explainable machine learning
- Adrian G. Zucco
- , Rudi Agius
- & Carsten U. Niemann
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| Open AccessLong-term follow-up MRI shows no hastening of adjacent segment degeneration following cervical disc arthroplasty
- Benedikt W. Burkhardt
- , Lukas Baumann
- & Joachim M. Oertel
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| Open AccessPolarimetric biomarkers of peri-tumoral stroma can correlate with 5-year survival in patients with left-sided colorectal cancer
- Jigar Lad
- , Stefano Serra
- & Alex Vitkin
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| Open AccessImpact of an electronic alert system for pediatric sepsis screening a tertiary hospital experience
- Abdullah Alturki
- , Ayman Al-Eyadhy
- & Afnan Alnajem
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| Open AccessDeep learning accurately classifies elbow joint effusion in adult and pediatric radiographs
- Jarno T. Huhtanen
- , Mikko Nyman
- & Mojtaba Jafaritadi
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| Open AccessImpact of establishing a respiratory high dependency unit for SCAP patients on the therapeutic effect, prognosis, and expenditure: a retrospective case–control study
- Qin Yalan
- & Tong Jin
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| Open AccessA cross-sectional multicenter linkage study of hospital admissions and mortality due to methanol poisoning in Iranian adults during the COVID-19 pandemic
- Seyed Amirhosein Mahdavi
- , Nasim Zamani
- & Hossein Hassanian-Moghaddam
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| Open AccessOutcome prediction for acute kidney injury among hospitalized children via eXtreme Gradient Boosting algorithm
- Ying-Hao Deng
- , Xiao-Qin Luo
- & Shao-Bin Duan
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| Open AccessImpact of the revised definition on incidence and outcomes of acute exacerbation of idiopathic pulmonary fibrosis
- Jung-Wan Yoo
- , Jehun Kim
- & Jin Woo Song
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| Open AccessSex-specific associations of comorbidome and pulmorbidome with mortality in chronic obstructive pulmonary disease: results from COSYCONET
- Franziska C. Trudzinski
- , Rudolf A. Jörres
- & Hubert Wirtz
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| Open AccessReconstruction of maxillofacial bone defects using patient-specific long-lasting titanium implants
- Ho-Kyung Lim
- , Young-Jun Choi
- & Ui-Lyong Lee
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| Open AccessArtificial neural network-boosted Cardiac Arrest Survival Post-Resuscitation In-hospital (CASPRI) score accurately predicts outcome in cardiac arrest patients treated with targeted temperature management
- Szu-Yi Chou
- , Oluwaseun Adebayo Bamodu
- & Chen-Chih Chung
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| Open AccessMortality prediction of patients in intensive care units using machine learning algorithms based on electronic health records
- Min Hyuk Choi
- , Dokyun Kim
- & Seok Hoon Jeong
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| Open AccessPrognosis of patients with operated chronic subdural hematoma
- Jussi P. Posti
- , Teemu M. Luoto
- & Ville Kytö
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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
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| Open AccessImpact of wait times on late postprocedural mortality after successful transcatheter aortic valve replacement
- Vincent Roule
- , Idir Rebouh
- & Farzin Beygui
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| Open AccessIdentifying prognostic factors for clinical outcomes and costs in four high-volume surgical treatments using routinely collected hospital data
- N. Salet
- , V. A. Stangenberger
- & A. Abu-Hanna
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| Open AccessStem cell transplant for mantle cell lymphoma in Taiwan
- Yu-Hung Wang
- , Ching-Yun Hsieh
- & Bor-Sheng Ko
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| Open AccessEtiologies of altered level of consciousness in the emergency room
- Keun Tae Kim
- , Jae Cheon Jeon
- & Doo Hyuk Kwon
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| Open AccessChanges in blood Krebs von den Lungen-6 predict the mortality of patients with acute exacerbation of interstitial lung disease
- Myeong Geun Choi
- , Sun Mi Choi
- & Jin Woo Song
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| Open AccessHigh Charlson Comorbidity Index Score is associated with early fracture-related complication for internal fixation of neck of femur fractures
- Ronald Man Yeung Wong
- , Yao Zu
- & Kevin Ki Wai Ho
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| Open AccessAccuracy of B-mode ultrasound and ARFI elastography in predicting malignancy of canine splenic lesions
- Marjury Cristina Maronezi
- , Rafael Kretzer Carneiro
- & Marcus Antônio Rossi Feliciano
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| Open AccessCTSB is a negative prognostic biomarker and therapeutic target associated with immune cells infiltration and immunosuppression in gliomas
- Kaiming Ma
- , Xin Chen
- & Jun Yang
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| Open AccessIncidence and risk factors for early postoperative stiffness after arthroscopic rotator cuff repair in patients without preoperative stiffness
- Chul-Hyun Cho
- , Ki-Choer Bae
- & Du-Han Kim
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| Open AccessSex-specific disease modifiers in juvenile myoclonic epilepsy
- Amy Shakeshaft
- , Naim Panjwani
- & Deb K. Pal
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| Open AccessEvaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine
- Lin Lawrence Guo
- , Stephen R. Pfohl
- & Lillian Sung
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| Open AccessA machine learning model for predicting deterioration of COVID-19 inpatients
- Omer Noy
- , Dan Coster
- & Ron Shamir
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| Open AccessIncreased remission with fewer corticosteroids and more biologics in rheumatoid arthritis at 7-year follow-up in real-life conditions
- Guillaume Larid
- , Justine Vix
- & Elisabeth Gervais