Search Results - "Schwab, Patrick"

Real-time prediction of COVID-19 related mortality using electronic health records by Schwab, Patrick, Mehrjou, Arash, Parbhoo, Sonali, Celi, Leo Anthony, Hetzel, Jürgen, Hofer, Markus, Schölkopf, Bernhard, Bauer, Stefan

“…Coronavirus disease 2019 (COVID-19) is a respiratory disease with rapid human-to-human transmission caused by the severe acute respiratory syndrome coronavirus…”
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Tailored Surface-Enhanced Raman Nanopillar Arrays Fabricated by Laser-Assisted Replication for Biomolecular Detection Using Organic Semiconductor Lasers by Liu, Xin, Lebedkin, Sergei, Besser, Heino, Pfleging, Wilhelm, Prinz, Stephan, Wissmann, Markus, Schwab, Patrick M, Nazarenko, Irina, Guttmann, Markus, Kappes, Manfred M, Lemmer, Uli

“…Organic semiconductor distributed feedback (DFB) lasers are of interest as external or chip-integrated excitation sources in the visible spectral range for…”
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Oxide mediated spectral shifting in aluminum resonant optical antennas by Schwab, Patrick M, Moosmann, Carola, Dopf, Katja, Eisler, Hans-Jürgen

“…As a key feature among metals showing good plasmonic behavior, aluminum extends the spectrum of achievable plasmon resonances of optical antennas into the deep…”
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Overcoming barriers to data sharing with medical image generation: a comprehensive evaluation by DuMont Schütte, August, Hetzel, Jürgen, Gatidis, Sergios, Hepp, Tobias, Dietz, Benedikt, Bauer, Stefan, Schwab, Patrick

“…Privacy concerns around sharing personally identifiable information are a major barrier to data sharing in medical research. In many cases, researchers have no…”
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Conditional generation of medical time series for extrapolation to underrepresented populations by Bing, Simon, Dittadi, Andrea, Bauer, Stefan, Schwab, Patrick

“…The widespread adoption of electronic health records (EHRs) and subsequent increased availability of longitudinal healthcare data has led to significant…”
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Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare by Thakur, Anshul, Molaei, Soheila, Nganjimi, Pafue Christy, Soltan, Andrew, Schwab, Patrick, Branson, Kim, Clifton, David A.

“…Robust data privacy regulations hinder the exchange of healthcare data among institutions, crucial for global insights and developing generalised clinical…”
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Linear and Nonlinear Optical Characterization of Aluminum Nanoantennas by Schwab, Patrick M, Moosmann, Carola, Wissert, Matthias D, Schmidt, Ekkehart W.-G, Ilin, Konstantin S, Siegel, Michael, Lemmer, Uli, Eisler, Hans-Jürgen

“…We experimentally determine the order of multiphoton induced luminescence of aluminum nanoantennas fabricated on a nonconductive substrate using electron-beam…”
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Addressing the unresolved challenge of quantifying skiing exposure-A proof of concept using smartphone sensors by Meinke, Anita, Spörri, Jörg, Brogli, Luzius, Schwab, Patrick, Karlen, Walter

“…In epidemiological studies related to winter sports, especially alpine skiing, an unresolved methodological challenge is the quantification of actual on-snow…”
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Unsupervised machine learning identifies distinct ALS molecular subtypes in post-mortem motor cortex and blood expression data by Marriott, Heather, Kabiljo, Renata, Hunt, Guy P, Khleifat, Ahmad Al, Jones, Ashley, Troakes, Claire, Pfaff, Abigail L, Quinn, John P, Koks, Sulev, Dobson, Richard J, Schwab, Patrick, Al-Chalabi, Ammar, Iacoangeli, Alfredo

“…Amyotrophic lateral sclerosis (ALS) displays considerable clinical and genetic heterogeneity. Machine learning approaches have previously been utilised for…”
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Detection of diabetes from whole-body MRI using deep learning by Dietz, Benedikt, Machann, Jürgen, Agrawal, Vaibhav, Heni, Martin, Schwab, Patrick, Dienes, Julia, Reichert, Steffen, Birkenfeld, Andreas L, Häring, Hans-Ulrich, Schick, Fritz, Stefan, Norbert, Fritsche, Andreas, Preissl, Hubert, Schölkopf, Bernhard, Bauer, Stefan, Wagner, Robert

“…Obesity is one of the main drivers of type 2 diabetes, but it is not uniformly associated with the disease. The location of fat accumulation is critical for…”
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Coupled T‑Shaped Optical Antennas with Two Resonances Localized in a Common Nanogap by Dopf, Katja, Moosmann, Carola, Kettlitz, Siegfried W, Schwab, Patrick M, Ilin, Konstantin, Siegel, Michael, Lemmer, Uli, Eisler, Hans-Jürgen

“…Resonant optical antennas with nanoscale gaps are of high interest due to their ability to enhance electric fields in localized subdiffraction-limited volumes…”
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Global healthcare fairness: We should be sharing more, not less, data by Seastedt, Kenneth P, Schwab, Patrick, O'Brien, Zach, Wakida, Edith, Herrera, Karen, Marcelo, Portia Grace F, Agha-Mir-Salim, Louis, Frigola, Xavier Borrat, Ndulue, Emily Boardman, Marcelo, Alvin, Celi, Leo Anthony

“…The availability of large, deidentified health datasets has enabled significant innovation in using machine learning (ML) to better understand patients and…”
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A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data by Schwab, Patrick, Karlen, Walter

“…Multiple sclerosis (MS) affects the central nervous system with a wide range of symptoms. MS can, for example, cause pain, changes in mood and fatigue, and may…”
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Differences in femoral fracture localizations in men and women in Switzerland between 1998 and 2021—reversal of the secular trend? by Lippuner, Kurt, Kyuchukova, Mariya, Schwab, Patrick, Rizzoli, René

“…Summary Number and age-standardized incidences of femoral fractures by sex and localization were determined annually between 1998 and 2021 in subjects aged…”
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Clinical Predictive Models for COVID-19: Systematic Study by Schwab, Patrick, DuMont Schütte, August, Dietz, Benedikt, Bauer, Stefan

“…COVID-19 is a rapidly emerging respiratory disease caused by SARS-CoV-2. Due to the rapid human-to-human transmission of SARS-CoV-2, many health care systems…”
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Hospitalizations for major osteoporotic fractures in Switzerland: a long-term trend analysis between 1998 and 2018 by Lippuner, Kurt, Rimmer, Gergana, Stuck, Anna K., Schwab, Patrick, Bock, Oliver

“…Summary Between 1998 and 2018, the number of hospitalizations for major osteoporotic fractures increased. After standardization for age, these numerical…”
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The osteoporosis treatment gap in Switzerland between 1998 and 2018 by Lippuner, Kurt, Moghadam, Bita Yousefi, Schwab, Patrick

“…Summary The annual number of patients treated for osteoporosis between 1998 and 2018 in Switzerland increased until 2008 and steadily decreased thereafter…”
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Deep learning cluster analysis reveals subtypes in response to antisense oligonucleotide therapy in chronic hepatitis B by Weis, Caroline, Littmann, Maria, Triastcyn, Aleksei, Jordan, William, Theodore, Dickens, Paff, Melanie, Tipney, Hannah, Singh, Jenn, Schwab, Patrick

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SAT-171 - Deep learning cluster analysis reveals subtypes in response to antisense oligonucleotide therapy in chronic hepatitis B by Weis, Caroline, Littmann, Maria, Triastcyn, Aleksei, Jordan, William, Theodore, Dickens, Paff, Melanie, Tipney, Hannah, Singh, Jenn, Schwab, Patrick

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Novel Negative-Pressure Wound Therapy System Provides Accurate Pressure Delivery and Exceptional Fluid Handling Capability by Paglinawan, Rey, Schwab, Patrick, Bechert, Kari

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