Artificial Intelligence for Hip Fracture Detection and Outcome Prediction
Sign Up to like & getrecommendations! Published in 2023 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2023.3391
Abstract: Key Points Question For patients with hip fractures, how well do current artificial intelligence algorithms perform at diagnosing fractures and predicting postoperative outcomes? Findings This systematic review and meta-analysis of 39 studies identified similar error… read more here.
Keywords: outcome prediction; artificial intelligence; hip fracture; intelligence ... See more keywords
Enumerating bone marrow blasts from nonerythroid cellularity improves outcome prediction in myelodysplastic syndromes and permits a better definition of the intermediate risk category of the Revised International Prognostic Scoring System (IPSS‐R)
Sign Up to like & getrecommendations! Published in 2017 at "American Journal of Hematology"
DOI: 10.1002/ajh.24732
Abstract: The Revised International Prognostic Scoring System (IPSS‐R) has been recognized as the score with the best outcome prediction capability in MDS, but this brought new concerns about the accurate prognostication of patients classified into the… read more here.
Keywords: category; risk; outcome prediction; mds ... See more keywords
EEG‐based outcome prediction after cardiac arrest with convolutional neural networks: Performance and visualization of discriminative features
Sign Up to like & getrecommendations! Published in 2019 at "Human Brain Mapping"
DOI: 10.1002/hbm.24724
Abstract: Prognostication for comatose patients after cardiac arrest is a difficult but essential task. Currently, visual interpretation of electroencephalogram (EEG) is one of the main modality used in outcome prediction. There is a growing interest in… read more here.
Keywords: outcome; outcome prediction; eeg based; convolutional neural ... See more keywords
Imaging-based outcome prediction in patients with intracerebral hemorrhage
Sign Up to like & getrecommendations! Published in 2018 at "Acta Neurochirurgica"
DOI: 10.1007/s00701-018-3605-x
Abstract: Besides the established spot sign in computed tomography angiography (CTA), recently investigated imaging predictors of hematoma growth in noncontrast computed tomography (NCCT) suggest great potential for outcome prediction in patients with intracerebral hemorrhage (ICH). Secondary… read more here.
Keywords: intracerebral hemorrhage; prediction patients; patients intracerebral; outcome prediction ... See more keywords
Outcome Prediction of Postanoxic Coma: A Comparison of Automated Electroencephalography Analysis Methods
Sign Up to like & getrecommendations! Published in 2022 at "Neurocritical Care"
DOI: 10.1007/s12028-022-01449-8
Abstract: To compare three computer-assisted quantitative electroencephalography (EEG) prediction models for the outcome prediction of comatose patients after cardiac arrest regarding predictive performance and robustness to artifacts. A total of 871 continuous EEGs recorded up to… read more here.
Keywords: outcome prediction; deep learning; prediction; model ... See more keywords
S27. Outcome prediction in postanoxic coma with deep learning
Sign Up to like & getrecommendations! Published in 2018 at "Clinical Neurophysiology"
DOI: 10.1016/j.clinph.2018.04.387
Abstract: Introduction Visual assessment of the electroencephalogram (EEG) by experienced clinical neurophysiologists allows reliable outcome prediction in up to half of all comatose patients after cardiac arrest. We hypothesize that deep neural networks can achieve similar… read more here.
Keywords: outcome; outcome prediction; deep learning; cardiac arrest ... See more keywords
EEG functional connectivity contributes to outcome prediction of postanoxic coma
Sign Up to like & getrecommendations! Published in 2021 at "Clinical Neurophysiology"
DOI: 10.1016/j.clinph.2021.02.011
Abstract: OBJECTIVE To investigate the additional value of EEG functional connectivity features, in addition to non-coupling EEG features, for outcome prediction of comatose patients after cardiac arrest. METHODS Prospective, multicenter cohort study. Coherence, phase locking value,… read more here.
Keywords: connectivity; outcome prediction; coma; eeg functional ... See more keywords
Artificial intelligence: A promising frontier in bladder cancer diagnosis and outcome prediction.
Sign Up to like & getrecommendations! Published in 2022 at "Critical reviews in oncology/hematology"
DOI: 10.1016/j.critrevonc.2022.103601
Abstract: Bladder cancer (BCa) is the most common malignancy of the urinary tract and the most expensive malignancy to treat over the patients' lifetime. In recent years a number of studies have utilized Artificial Intelligence (AI)… read more here.
Keywords: cancer; outcome prediction; prediction; bladder ... See more keywords
AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia
Sign Up to like & getrecommendations! Published in 2020 at "Medical Image Analysis"
DOI: 10.1016/j.media.2020.101860
Abstract: Coronavirus disease 2019 (COVID-19) emerged in 2019 and disseminated around the world rapidly. Computed tomography (CT) imaging has been proven to be an important tool for screening, disease quantification and staging. The latter is of… read more here.
Keywords: staging outcome; quantification staging; outcome prediction; covid ... See more keywords
Combination of Ultraearly Hematoma Growth and Hypodensities for Outcome Prediction after Intracerebral Hemorrhage.
Sign Up to like & getrecommendations! Published in 2019 at "World neurosurgery"
DOI: 10.1016/j.wneu.2019.12.069
Abstract: BACKGROUND Noncontrast computed tomography hypodensities (HD) and ultraearly hematoma growth (uHG) are reliable markers for outcome prediction in patients with spontaneous intracerebral hemorrhage (sICH). The present study aimed to assess whether the combination of these… read more here.
Keywords: intracerebral hemorrhage; outcome prediction; ultraearly hematoma; hematoma growth ... See more keywords
Multi-dimensional COVID-19 short- and long-term outcome prediction algorithm
Sign Up to like & getrecommendations! Published in 2020 at "Expert Review of Precision Medicine and Drug Development"
DOI: 10.1080/23808993.2020.1785286
Abstract: COVID-19 is an evolutionarily unprecedented natural experiment testing human immunological fitness and the potential to recover from a virus-activated ‘cytokine storm syndrome’ [1], a manifestation of viral sepsis [2]. Elderly persons with comorbidities such as… read more here.
Keywords: covid; prediction; long term; outcome prediction ... See more keywords