Search Results - "Duong, Tim Q"

Prediction model and risk scores of ICU admission and mortality in COVID-19 by Zhao, Zirun, Chen, Anne, Hou, Wei, Graham, James M, Li, Haifang, Richman, Paul S, Thode, Henry C, Singer, Adam J, Duong, Tim Q

“…This study aimed to develop risk scores based on clinical characteristics at presentation to predict intensive care unit (ICU) admission and mortality in…”
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Deep transfer learning artificial intelligence accurately stages COVID-19 lung disease severity on portable chest radiographs by Zhu, Jocelyn, Shen, Beiyi, Abbasi, Almas, Hoshmand-Kochi, Mahsa, Li, Haifang, Duong, Tim Q

“…This study employed deep-learning convolutional neural networks to stage lung disease severity of Coronavirus Disease 2019 (COVID-19) infection on portable…”
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Deep learning prediction of pathological complete response, residual cancer burden, and progression-free survival in breast cancer patients by Dammu, Hongyi, Ren, Thomas, Duong, Tim Q

“…The goal of this study was to employ novel deep-learning convolutional-neural-network (CNN) to predict pathological complete response (PCR), residual cancer…”
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Deep learning applications to breast cancer detection by magnetic resonance imaging: a literature review by Adam, Richard, Dell'Aquila, Kevin, Hodges, Laura, Maldjian, Takouhie, Duong, Tim Q

“…Deep learning analysis of radiological images has the potential to improve diagnostic accuracy of breast cancer, ultimately leading to better patient outcomes…”
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New‐onset and persistent neurological and psychiatric sequelae of COVID‐19 compared to influenza: A retrospective cohort study in a large New York City healthcare network by Iosifescu, Andrei L., Hoogenboom, Wouter S., Buczek, Alexandra J., Fleysher, Roman, Duong, Tim Q.

“…Objectives Neurological and neuropsychiatric manifestations of post‐acute SARS‐CoV‐2 infection (neuro‐PASC) are common among COVID‐19 survivors, but it is…”
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Deep learning combining FDG-PET and neurocognitive data accurately predicts MCI conversion to Alzheimer's dementia 3-year post MCI diagnosis by Cao, Eric, Ma, Da, Nayak, Siddharth, Duong, Tim Q.

“…This study reports a novel deep learning approach to predict mild cognitive impairment (MCI) conversion to Alzheimer's dementia (AD) within three years using…”
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Machine learning with textural analysis of longitudinal multiparametric MRI and molecular subtypes accurately predicts pathologic complete response in patients with invasive breast cancer by Syed, Aaquib, Adam, Richard, Ren, Thomas, Lu, Jinyu, Maldjian, Takouhie, Duong, Tim Q

“…To predict pathological complete response (pCR) after neoadjuvant chemotherapy using extreme gradient boosting (XGBoost) with MRI and non-imaging data at…”
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Coronavirus Disease 2019 (COVID-19) Perinatal Outcomes Across the Pandemic at an Academic Medical Center in New York City by Seaton, Christine Leinbach, Cohen, Alexa, Henninger, Erin M., Gendlina, Inessa, Hou, Wei, Bernstein, Peter S., Duong, Tim Q.

“…To investigate perinatal complications associated with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection during pregnancy in the four…”
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Individuals with sickle cell disease and sickle cell trait demonstrate no increase in mortality or critical illness from COVID-19 - a fifteen hospital observational study in the Bronx, New York by Hoogenboom, Wouter S., Fleysher, Roman, Soby, Selvin, Mirhaji, Parsa, Mitchell, William B., Morrone, Kerry A., Manwani, Deepa, Duong, Tim Q.

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Radiogenomic classification for MGMT promoter methylation status using multi-omics fused feature space for least invasive diagnosis through mpMRI scans by Qureshi, Shahzad Ahmad, Hussain, Lal, Ibrar, Usama, Alabdulkreem, Eatedal, Nour, Mohamed K., Alqahtani, Mohammed S., Nafie, Faisal Mohammed, Mohamed, Abdullah, Mohammed, Gouse Pasha, Duong, Tim Q.

“…Accurate radiogenomic classification of brain tumors is important to improve the standard of diagnosis, prognosis, and treatment planning for patients with…”
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Deep learning prediction of likelihood of ICU admission and mortality in COVID-19 patients using clinical variables by Li, Xiaoran, Ge, Peilin, Zhu, Jocelyn, Li, Haifang, Graham, James, Singer, Adam, Richman, Paul S, Duong, Tim Q

“…This study aimed to develop a deep-learning model and a risk-score system using clinical variables to predict intensive care unit (ICU) admission and…”
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Patients with unmet social needs are at higher risks of developing severe long COVID-19 symptoms and neuropsychiatric sequela by Eligulashvili, Anna, Darrell, Megan, Gordon, Moshe, Jerome, William, Fiori, Kevin P., Congdon, Seth, Duong, Tim Q.

“…This study investigated long COVID of patients in the Montefiore Health System COVID-19 (CORE) Clinics in the Bronx with an emphasis on identifying health…”
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Deep-learning convolutional neural networks with transfer learning accurately classify COVID-19 lung infection on portable chest radiographs by Kikkisetti, Shreeja, Zhu, Jocelyn, Shen, Beiyi, Li, Haifang, Duong, Tim Q

“…Portable chest X-ray (pCXR) has become an indispensable tool in the management of Coronavirus Disease 2019 (COVID-19) lung infection. This study employed…”
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Long-short-term memory machine learning of longitudinal clinical data accurately predicts acute kidney injury onset in COVID-19: a two-center study by Lu, Justin Y., Zhu, Joanna, Zhu, Jocelyn, Duong, Tim Q

“…•Machine-learning model accurately predicts acute kidney injury onset in patients with COVID-19.•The top predictors were glomerular filtration rate, lactate…”
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Functional status of mechanically ventilated COVID-19 survivors at ICU and hospital discharge by Musheyev, Benjamin, Borg, Lara, Janowicz, Rebeca, Matarlo, Michael, Boyle, Hayle, Singh, Gurinder, Ende, Victoria, Babatsikos, Ioannis, Hou, Wei, Duong, Tim Q

“…A significant number of COVID-19 patients have been treated using invasive mechanical ventilation (IMV). The ability to evaluate functional status of COVID-19…”
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Characterizing non-critically ill COVID-19 survivors with and without in-hospital rehabilitation by Musheyev, Benjamin, Janowicz, Rebeca, Borg, Lara, Matarlo, Michael, Boyle, Hayle, Hou, Wei, Duong, Tim Q.

“…This study investigated pre-COVID-19 admission dependency, discharge assistive equipment, discharge medical follow-up recommendation, and functional status at…”
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Prophylactic versus therapeutic dose anticoagulation effects on survival among critically ill patients with COVID-19 by Hoogenboom, Wouter S, Lu, Joyce Q, Musheyev, Benjamin, Borg, Lara, Janowicz, Rebeca, Pamlayne, Stacey, Hou, Wei, Duong, Tim Q

“…Although patients with severe COVID-19 are known to be at high risk of developing thrombotic events, the effects of anticoagulation (AC) dose and duration on…”
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Deep learning prediction of mild cognitive impairment conversion to Alzheimer's disease at 3 years after diagnosis using longitudinal and whole-brain 3D MRI by Ocasio, Ethan, Duong, Tim Q

“…While there is no cure for Alzheimer's disease (AD), early diagnosis and accurate prognosis of AD may enable or encourage lifestyle changes, neurocognitive…”
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Patients with prediabetes are at greater risk of developing diabetes 5 months postacute SARS-CoV-2 infection: a retrospective cohort study by Xu, Alexander Y., Wang, Stephen H., Duong, Tim Q.

“…IntroductionPatients with prediabetes who contract SARS-CoV-2 infection (COVID-19) could be at higher risk of developing frank diabetes compared those who do…”
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Clinical predictors of recovery of COVID-19 associated-abnormal liver function test 2 months after hospital discharge by Lu, Justin Y., Ho, Scott L., Buczek, Alexandra, Fleysher, Roman, Hou, Wei, Chacko, Kristina, Duong, Tim Q.

“…This study investigated whether acute liver injury (ALI) persisted and identified predictors of ALI recovery [as indicated by alanine aminotransferase (ALT)…”
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