Tobias A. Fuchs
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View article: Robust partial-label learning by leveraging class activation values
Robust partial-label learning by leveraging class activation values Open
Real-world training data is often noisy; for example, human annotators assign conflicting class labels to the same instances. Partial-label learning (PLL) is a weakly supervised learning paradigm that allows training classifiers in this co…
View article: Robust Partial-Label Learning by Leveraging Class Activation Values
Robust Partial-Label Learning by Leveraging Class Activation Values Open
Real-world training data is often noisy; for example, human annotators assign conflicting class labels to the same instances. Partial-label learning (PLL) is a weakly supervised learning paradigm that allows training classifiers in this co…
View article: Partial-Label Learning with Conformal Candidate Cleaning
Partial-Label Learning with Conformal Candidate Cleaning Open
Real-world data is often ambiguous; for example, human annotation produces instances with multiple conflicting class labels. Partial-label learning (PLL) aims at training a classifier in this challenging setting, where each instance is ass…
View article: High‐quality genome of a novel Thermosynechococcaceae species from Namibia and characterization of its protein expression patterns at elevated temperatures
High‐quality genome of a novel Thermosynechococcaceae species from Namibia and characterization of its protein expression patterns at elevated temperatures Open
Thermophilic cyanobacteria thrive in extreme environments, making their thermoresistant enzymes valuable for industrial applications. Common habitats include hot springs, which act as evolutionary accelerators for speciation due to geograp…
View article: Coproduction of Integrated Weather and Climate Services to Support Net-Zero Energy Transitions
Coproduction of Integrated Weather and Climate Services to Support Net-Zero Energy Transitions Open
Weather and climate services (W&CS) are key to supporting the transition to net-zero emissions in the energy sector. These services are utilized to increase energy system resilience, enhance renewable energy deployment, and enable the upta…
View article: Milling using two mechatronically coupled robots
Milling using two mechatronically coupled robots Open
Industrial robots are commonly used in various industries due to their flexibility. However, their adoption for machining tasks is minimal because of the low dynamic stiffness characteristic of serial kinematic chains. To overcome this pro…
View article: Rate of cardiovascular events up to 8 years after uncomplicated myocarditis: a nationwide cohort study
Rate of cardiovascular events up to 8 years after uncomplicated myocarditis: a nationwide cohort study Open
Aims While prognosis of acute myocarditis with uncomplicated presentation is perceived as benign, data on long-term outcomes are scarce. We evaluated rates of myocarditis-associated cardiovascular events after a first-time hospitalization …
View article: Partial-Label Learning with a Reject Option
Partial-Label Learning with a Reject Option Open
In real-world applications, one often encounters ambiguously labeled data, where different annotators assign conflicting class labels. Partial-label learning allows training classifiers in this weakly supervised setting, where state-of-the…
View article: Milling using two mechatronically coupled robots
Milling using two mechatronically coupled robots Open
View article: Stroke After Valve Intervention – How to look for an Embolic Source
Stroke After Valve Intervention – How to look for an Embolic Source Open
Valve interventions in left sided valvular heart disease, mainly such as transcatheter aortic valve implantations (TAVI) and transcatheter edge-to-edge repairs (TEER) have emerged as alternative treatments in symptomatic severe aortic sten…
View article: Cardiac Involvement in Systemic and Local Vasculitides: The Value of Noninvasive Multimodality Imaging
Cardiac Involvement in Systemic and Local Vasculitides: The Value of Noninvasive Multimodality Imaging Open
View article: Mastering targeted genome engineering of GC-rich oleaginous yeast for tailored plant oil alternatives for the food and chemical sector
Mastering targeted genome engineering of GC-rich oleaginous yeast for tailored plant oil alternatives for the food and chemical sector Open
Background Sustainable production of triglycerides for various applications is a major focus of microbial factories. Oleaginous yeast species have been targeted for commercial production of microbial oils. Among all the oleaginous yeasts e…
View article: Impact of deep learning image reconstructions (DLIR) on coronary artery calcium quantification
Impact of deep learning image reconstructions (DLIR) on coronary artery calcium quantification Open
View article: Sinus venosus atrial septal defect with partial anomalous pulmonary vein return, diagnostic approach of this rare entity.
Sinus venosus atrial septal defect with partial anomalous pulmonary vein return, diagnostic approach of this rare entity. Open
View article: Efficient Green Light Acclimation of the Green Algae Picochlorum sp. Triggering Geranylgeranylated Chlorophylls
Efficient Green Light Acclimation of the Green Algae Picochlorum sp. Triggering Geranylgeranylated Chlorophylls Open
In analogy to higher plants, eukaryotic microalgae are thought to be incapable of utilizing green light for growth, due to the “green gap” in the absorbance profiles of their photosynthetic pigments. This study demonstrates, that the marin…
View article: Risk stratification using coronary artery calcium scoring based on low tube voltage computed tomography
Risk stratification using coronary artery calcium scoring based on low tube voltage computed tomography Open
View article: Identifying carbohydrate-active enzymes of Cutaneotrichosporon oleaginosus using systems biology
Identifying carbohydrate-active enzymes of Cutaneotrichosporon oleaginosus using systems biology Open
Background The oleaginous yeast Cutaneotrichosporon oleaginosus represents one of the most promising microbial platforms for resource-efficient and scalable lipid production, with the capacity to accept a wide range of carbohydrates encaps…
View article: A Newly Designed Automatically Controlled, Sterilizable Flat Panel Photobioreactor for Axenic Algae Culture
A Newly Designed Automatically Controlled, Sterilizable Flat Panel Photobioreactor for Axenic Algae Culture Open
In context of the global climate change, microalgae processes are gaining momentum as a biotechnological tool for direct fixation and valorization of greenhouse gases. Algae have the metabolic capacity to photosynthetically convert CO 2 in…
View article: Prognostic value of regional myocardial flow reserve derived from 13N-ammonia positron emission tomography in patients with suspected coronary artery disease
Prognostic value of regional myocardial flow reserve derived from 13N-ammonia positron emission tomography in patients with suspected coronary artery disease Open
Purpose To assess the prognostic value of regional quantitative myocardial flow measures as assessed by 13 N-ammonia positron emission tomography (PET) myocardial perfusion imaging (MPI) in patients with suspected coronary artery disease (…
View article: Collective human intelligence outperforms artificial intelligence in a skin lesion classification task
Collective human intelligence outperforms artificial intelligence in a skin lesion classification task Open
Summary Background and objectives Convolutional neural networks (CNN) enable accurate diagnosis of medical images and perform on or above the level of individual physicians. Recently, collective human intelligence (CoHI) was shown to excee…
View article: Potential Impact of Statins on Neuronal Stress Responses in Patients at Risk for Cardiovascular Disease
Potential Impact of Statins on Neuronal Stress Responses in Patients at Risk for Cardiovascular Disease Open
Background: Recent studies indicate that enhanced neuronal stress responses are associated with adverse cardiovascular outcomes. A chronic inflammatory state seems to mediate this detrimental neuro-cardiac communication. Statins are among …
View article: Coronary artery lumen volume index as a marker of flow-limiting atherosclerosis—validation against 13N-ammonia positron emission tomography
Coronary artery lumen volume index as a marker of flow-limiting atherosclerosis—validation against 13N-ammonia positron emission tomography Open
View article: Age- and sex-dependent changes of resting amygdalar activity in individuals free of clinical cardiovascular disease
Age- and sex-dependent changes of resting amygdalar activity in individuals free of clinical cardiovascular disease Open
View article: Splenic switch-off as a predictor for coronary adenosine response: validation against 13N-ammonia during co-injection myocardial perfusion imaging on a hybrid PET/CMR scanner
Splenic switch-off as a predictor for coronary adenosine response: validation against 13N-ammonia during co-injection myocardial perfusion imaging on a hybrid PET/CMR scanner Open
View article: Additional file 14 of Identifying carbohydrate-active enzymes of Cutaneotrichosporon oleaginosus using systems biology
Additional file 14 of Identifying carbohydrate-active enzymes of Cutaneotrichosporon oleaginosus using systems biology Open
Additional file 14: Table S3. Total proteins detected.
View article: Additional file 13 of Identifying carbohydrate-active enzymes of Cutaneotrichosporon oleaginosus using systems biology
Additional file 13 of Identifying carbohydrate-active enzymes of Cutaneotrichosporon oleaginosus using systems biology Open
Additional file 13: Table S2. Significants test of the detected hydrolases.
View article: Additional file 12 of Identifying carbohydrate-active enzymes of Cutaneotrichosporon oleaginosus using systems biology
Additional file 12 of Identifying carbohydrate-active enzymes of Cutaneotrichosporon oleaginosus using systems biology Open
Additional file 12: Table S1. Total modified peptides.
View article: Splenic switch-off as a novel marker for adenosine response in nitrogen-13 ammonia PET myocardial perfusion imaging: Cross-validation against CMR using a hybrid PET/MR device
Splenic switch-off as a novel marker for adenosine response in nitrogen-13 ammonia PET myocardial perfusion imaging: Cross-validation against CMR using a hybrid PET/MR device Open
View article: Quantification of perivascular inflammation does not provide incremental prognostic value over myocardial perfusion imaging and calcium scoring
Quantification of perivascular inflammation does not provide incremental prognostic value over myocardial perfusion imaging and calcium scoring Open
View article: The role of platelets in thrombus fibrosis and vessel wall remodeling after venous thrombosis
The role of platelets in thrombus fibrosis and vessel wall remodeling after venous thrombosis Open