SHA-MTL: soft and hard attention multi-task learning for automated breast cancer ultrasound image segmentation and classification
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Computer Assisted Radiology and Surgery"
DOI: 10.1007/s11548-021-02445-7
Abstract: Purpose The automatic analysis of ultrasound images facilitates the diagnosis of breast cancer effectively and objectively. However, due to the characteristics of ultrasound images, it is still a challenging task to achieve analyzation automatically. We… read more here.
Keywords: task; sha mtl; mtl; model ... See more keywords
SCOPE-mTL: A non-invasive tool for identifying and lateralizing mesial temporal lobe seizures prior to scalp EEG ictal onset
Sign Up to like & getrecommendations! Published in 2017 at "Clinical Neurophysiology"
DOI: 10.1016/j.clinph.2017.06.040
Abstract: OBJECTIVE In mesial temporal lobe (mTL) epilepsy, seizure onset can precede the appearance of a scalp EEG ictal pattern by many seconds. The ability to identify this early, occult mTL seizure activity could improve lateralization… read more here.
Keywords: eeg ictal; scope mtl; mtl; scalp eeg ... See more keywords
Medial temporal lobe reinstatement of content-specific details predicts source memory
Sign Up to like & getrecommendations! Published in 2017 at "Cortex"
DOI: 10.1016/j.cortex.2016.09.011
Abstract: Leading theories propose that when remembering past events, medial temporal lobe (MTL) structures reinstate the neural patterns that were active when those events were initially encoded. Accurate reinstatement is hypothesized to support detailed recollection of… read more here.
Keywords: reinstatement; source; mtl; content ... See more keywords
Discovery of novel Methylsulfonyl phenyl derivatives as potent human Cyclooxygenase-2 inhibitors with effective anticonvulsant action: Design, synthesis, in-silico, in-vitro and in-vivo evaluation.
Sign Up to like & getrecommendations! Published in 2018 at "European journal of medicinal chemistry"
DOI: 10.1016/j.ejmech.2018.04.007
Abstract: A novel series of methylsulfonyl phenyl derivatives has been designed and synthesized to evaluate their COX-2 inhibitory activity along with anti-convulsant potential. In-vitro evaluation revealed that two compounds MTL-1 and MTL-2 appeared as most potent… read more here.
Keywords: ptz; mtl; phenyl derivatives; cox ... See more keywords
Multimodal hippocampal and amygdala subfield volumetry in polygenic risk for Alzheimer's disease
Sign Up to like & getrecommendations! Published in 2021 at "Neurobiology of Aging"
DOI: 10.1016/j.neurobiolaging.2020.08.022
Abstract: Preclinical models of Alzheimer's disease (AD) suggest that volumetric reductions in medial temporal lobe (MTL) structures manifest before clinical onset. AD polygenic risk scores (PRSs) are further linked to reduced MTL volumes (the hippocampus/amygdala); however,… read more here.
Keywords: polygenic risk; alzheimer disease; hippocampal amygdala; mtl ... See more keywords
Repetition priming in amnesia: Distinguishing associative learning at different levels of abstraction
Sign Up to like & getrecommendations! Published in 2019 at "Neuropsychologia"
DOI: 10.1016/j.neuropsychologia.2018.11.007
Abstract: ABSTRACT Learned associations between stimuli and responses make important contributions to priming. The current study aimed to determine whether medial temporal lobe (MTL) binding mechanisms mediate this learning. Prior studies implicating the MTL in stimulus‐response… read more here.
Keywords: response level; mtl; associative learning; contributions priming ... See more keywords
Dynamic Slicing of Time Petri Net Based on MTL Property
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3170094
Abstract: The time Petri net (TPN) is a powerful tool for modeling, simulating, and verifying real-time systems. Unfortunately, the state spaces of the time Petri net grow exponentially due to the complexity of real-time systems. The… read more here.
Keywords: time; state; time petri; mtl ... See more keywords
Model-Protected Multi-Task Learning
Sign Up to like & getrecommendations! Published in 2020 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2020.3015859
Abstract: Multi-task learning (MTL) refers to the paradigm of learning multiple related tasks together. In contrast, in single-task learning (STL) each individual task is learned independently. MTL often leads to better-trained models because they can leverage… read more here.
Keywords: multi task; task; task learning; mtl ... See more keywords
Neocortical and medial temporal seizures have distinct impacts on brain responsiveness
Sign Up to like & getrecommendations! Published in 2023 at "Epilepsia"
DOI: 10.1111/epi.17580
Abstract: Focal epileptic seizures are characterized by abnormal neuronal discharges that can spread to other cortical areas and interfere with brain activity, thereby altering the patient's experience and behavior. The origin of these pathological neuronal discharges… read more here.
Keywords: medial temporal; brain; mtl; temporal seizures ... See more keywords
Interstitial lung abnormalities are associated with decreased mean telomere length
Sign Up to like & getrecommendations! Published in 2022 at "European Respiratory Journal"
DOI: 10.1183/13993003.01814-2021
Abstract: Background Interstitial lung abnormalities (ILA) share many features with idiopathic pulmonary fibrosis; however, it is not known if ILA are associated with decreased mean telomere length (MTL). Methods Telomere length was measured with quantitative PCR… read more here.
Keywords: associated decreased; telomere length; lung abnormalities; ila ... See more keywords
Sedentary behavior associated with reduced medial temporal lobe thickness in middle-aged and older adults
Sign Up to like & getrecommendations! Published in 2018 at "PLoS ONE"
DOI: 10.1371/journal.pone.0195549
Abstract: Atrophy of the medial temporal lobe (MTL) occurs with aging, resulting in impaired episodic memory. Aerobic fitness is positively correlated with total hippocampal volume, a heavily studied memory-critical region within the MTL. However, research on… read more here.
Keywords: mtl; medial temporal; sedentary behavior; temporal lobe ... See more keywords