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Pulmonary disease detection and classification in patient respiratory audio files using long short-term memory neural networks.
Zhang P, Swaminathan A, Uddin AA. Zhang P, et al. Among authors: swaminathan a. Front Med (Lausanne). 2023 Nov 3;10:1269784. doi: 10.3389/fmed.2023.1269784. eCollection 2023. Front Med (Lausanne). 2023. PMID: 38020156 Free PMC article.
The four deployed models are Convolutional Neural Networks (CNN), Long Short-Term Memory (LSTM), CNN ensembled with unidirectional LSTM (CNN-LSTM), and CNN ensembled with bidirectional LSTM (CNN-BLSTM). ...
The four deployed models are Convolutional Neural Networks (CNN), Long Short-Term Memory (LSTM), CNN ensembled with unidirectional LS …
Evaluation of Frailty Measures and Short-term Outcomes After Lung Transplantation.
Swaminathan AC, McConnell A, Peskoe S, Bashir MR, Buckley EB, Frankel CW, Turner DJ, Smith PJ, Zaffiri L, Singer LG, Snyder LD. Swaminathan AC, et al. Chest. 2023 Jul;164(1):159-168. doi: 10.1016/j.chest.2023.01.017. Epub 2023 Jan 18. Chest. 2023. PMID: 36681147
RESEARCH QUESTION: How are multiple frailty constructs, including phenotypic and cumulative deficit models, muscle mass, exercise tolerance, and social vulnerabilities, measured before transplantation, associated with short-term outcomes after lung transplantation? STUDY D …
RESEARCH QUESTION: How are multiple frailty constructs, including phenotypic and cumulative deficit models, muscle mass, exercise tolerance, …
Advances in Human Lung Transplantation.
Swaminathan AC, Todd JL, Palmer SM. Swaminathan AC, et al. Annu Rev Med. 2021 Jan 27;72:135-149. doi: 10.1146/annurev-med-080119-103200. Epub 2020 Oct 28. Annu Rev Med. 2021. PMID: 33113336 Review.
CLAD occurs as a result of the host immune response to the allograft and is the principal factor limiting long-term survival after lung transplantation. Two distinct clinical phenotypes of CLAD have emerged, bronchiolitis obliterans syndrome and restrictive allograft syndr …
CLAD occurs as a result of the host immune response to the allograft and is the principal factor limiting long-term survival after lu …
Species-specific differences in synaptic transmission and plasticity.
Beed P, Ray S, Velasquez LM, Stumpf A, Parthier D, Swaminathan A, Nitzan N, Breustedt J, Las L, Brecht M, Schmitz D. Beed P, et al. Among authors: swaminathan a. Sci Rep. 2020 Oct 6;10(1):16557. doi: 10.1038/s41598-020-73547-6. Sci Rep. 2020. PMID: 33024184 Free PMC article.
We investigated one of the smallest animals with conserved hippocampal macroanatomy-the Etruscan shrew, and found that while synaptic properties and plasticity in CA1 Schaffer collateral synapses were similar to mice, CA3 mossy fiber synapses showed striking differences in synapt …
We investigated one of the smallest animals with conserved hippocampal macroanatomy-the Etruscan shrew, and found that while synaptic proper …
Efficacy and Safety of a Ketogenic Diet in Children and Adolescents with Refractory Epilepsy-A Review.
Wells J, Swaminathan A, Paseka J, Hanson C. Wells J, et al. Among authors: swaminathan a. Nutrients. 2020 Jun 17;12(6):1809. doi: 10.3390/nu12061809. Nutrients. 2020. PMID: 32560503 Free PMC article. Review.
Although many children with epilepsy will have seizures controlled with antiseizure medications (ASMs), a large percentage of patients are refractory to drug therapy and may consider initiating a ketogenic diet. The term Ketogenic Diet or Ketogenic Diet Therapy (KDT) refer …
Although many children with epilepsy will have seizures controlled with antiseizure medications (ASMs), a large percentage of patients are r …
Splice-specific deficiency of the PTSD-associated gene PAC1 leads to a paradoxical age-dependent stress behavior.
Biran J, Gliksberg M, Shirat I, Swaminathan A, Levitas-Djerbi T, Appelbaum L, Levkowitz G. Biran J, et al. Among authors: swaminathan a. Sci Rep. 2020 Jun 12;10(1):9559. doi: 10.1038/s41598-020-66447-2. Sci Rep. 2020. PMID: 32533011 Free PMC article.
We propose that the developmental loss of a specific PAC1 splice variant mimics prolonged mild stress exposure, which in the long term, predisposes the organism's stress response towards a resilient phenotype. ...
We propose that the developmental loss of a specific PAC1 splice variant mimics prolonged mild stress exposure, which in the long term …
Two Weeks of Smoking Cessation Reverse Cigarette Smoke-Induced Skeletal Muscle Atrophy and Mitochondrial Dysfunction in Mice.
Ajime TT, Serré J, Wüst RCI, Messa GAM, Poffé C, Swaminathan A, Maes K, Janssens W, Troosters T, Degens H, Gayan-Ramirez G. Ajime TT, et al. Among authors: swaminathan a. Nicotine Tob Res. 2021 Jan 7;23(1):143-151. doi: 10.1093/ntr/ntaa016. Nicotine Tob Res. 2021. PMID: 31965191
INTRODUCTION: Apart from its adverse effects on the respiratory system, cigarette smoking also induces skeletal muscle atrophy and dysfunction. Whether short-term smoking cessation can restore muscle mass and function is unknown. ...
INTRODUCTION: Apart from its adverse effects on the respiratory system, cigarette smoking also induces skeletal muscle atrophy and dysfuncti …
Peripheral neuropathy in a diabetic child treated with linezolid for multidrug-resistant tuberculosis: a case report and review of the literature.
Swaminathan A, du Cros P, Seddon JA, Mirgayosieva S, Asladdin R, Dusmatova Z. Swaminathan A, et al. BMC Infect Dis. 2017 Jun 12;17(1):417. doi: 10.1186/s12879-017-2499-1. BMC Infect Dis. 2017. PMID: 28606115 Free PMC article. Review.
Linezolid is one of the few drugs that has shown promise in treating these conditions. Long-term linezolid use is associated with toxicities such as peripheral and optic neuropathies. ...CONCLUSIONS: To the best of our knowledge, this is the first case of peripheral neurop …
Linezolid is one of the few drugs that has shown promise in treating these conditions. Long-term linezolid use is associated with tox …
Validation of Sun Exposure Reported Annually Against Interim Self-report and Daily Sun Diaries.
King L, Xiang F, Swaminathan A, Dear K, Harrison SL, van der Mei I, Kimlin MG, D'Este C, Lucas RM. King L, et al. Among authors: swaminathan a. Photochem Photobiol. 2017 Oct;93(5):1294-1302. doi: 10.1111/php.12780. Epub 2017 Jul 20. Photochem Photobiol. 2017. PMID: 28432795
Data on personal sun exposure over a period exceeding the immediate past days or weeks are typically self-reported in brief questionnaire items. The validity of such self-reporting of longer term personal sun exposure, for example over a year, including detail on variation …
Data on personal sun exposure over a period exceeding the immediate past days or weeks are typically self-reported in brief questionnaire it …
Regulation of Dendritic Spine Morphology in Hippocampal Neurons by Copine-6.
Burk K, Ramachandran B, Ahmed S, Hurtado-Zavala JI, Awasthi A, Benito E, Faram R, Ahmad H, Swaminathan A, McIlhinney J, Fischer A, Perestenko P, Dean C. Burk K, et al. Among authors: swaminathan a. Cereb Cortex. 2018 Apr 1;28(4):1087-1104. doi: 10.1093/cercor/bhx009. Cereb Cortex. 2018. PMID: 28158493
We found that brain-derived neurotrophic factor (BDNF) - a molecule essential for long-term potentiation of synaptic strength - upregulated and recruited copine-6 to dendritic spines in hippocampal neurons. ...
We found that brain-derived neurotrophic factor (BDNF) - a molecule essential for long-term potentiation of synaptic strength - upreg …
16 results