Beyond high hopes: A scoping review of the 2019-2021 scientific discourse on machine learning in medical imaging. by Vasileios Nittas, Paola Daniore, Constantin Landers, Felix Gille, Julia Amann, Shannon Hubbs, Milo Alan Puhan, Effy Vayena, Alessandro Blasimme

“…The literature emphasizes explainability and trustworthiness, with a largely missing discussion about the specific technical and regulatory challenges surrounding these concepts. …”
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Discovering PDEs Corrections from Data Within a Hybrid Modeling Framework by Chady Ghnatios, Francisco Chinesta

“…The results show the ability of the method to identify the exact missing operators from the model. The regularized optimization problem was also able to identify the weights of the missing terms with a relative error of about 10% on average, depending on the selected use case.…”
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An improved YOLOv4 algorithm for pedestrian detection in complex visual scenes by Shuai KANG, Jianwu ZHANG, Zunjie ZHU, Guofeng TONG

“…At present, the difficulty of pedestrian detection has been dramatically increased because of some problems, such as the dark or exposed illumination, bad weather, serious occlusion, large difference size of pedestrians and blurred images in complex visual scenes.Therefore, an improved YOLOv4 algorithm was proposed, which improved the detection performance of pedestrian detection in complex visual scenes, aiming at the problems of low accuracy and highly missed detection rate.Firstly, the self-annotation data set pedetrian were constructed.Secondly, the hybrid dilated convolution (HDC) was added into the backbone network to improve the ability of pedestrian feature extraction.Finally, in order to obtain more detailed feature, the spatial jagged dilated convolution (SJDC) structure was proposed to replace the spatial pyramid pooling structure.The experimental results show that the average precision (AP) of the proposed algorithm can achieve 90.08%.The proposed algorithm can substantially improve AP by 7.2%, and the log-average miss rate (LAMR) reduce by 13.69% compared with the original YOLOv4 algorithm.…”
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Subiekt semantyczny w zdaniach typu „Ему хочется спать” w porównaniu z językiem polskim by Anna Rudyk

“…This kind of subject can also be ascertained from the context or remain undetermined if information about its referent is missing.…”
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« Just got to keep going » by Jean-Paul Rocchi

“…The Autobiography of Miss Jane Pittman est sous le signe de l’obstacle. …”
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An improved coarse alignment algorithm for SINS based on rotation modulation by Yong Yang, Donglin Li, Lingbing Kong, Kaijun Xu, Honghui Xiang

“…Coarse alignment in strapdown inertial navigation systems (SINSs) is a critical step in ensuring initial alignment and the proper functioning of the system. …”
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Motor Habits in Visuo-manual Tracking: Manifestation of an Unconscious Short-Term Motor Memory? by Andreas Hufschmidt, Günther Deuschl, Carl Hermann Locking

“…Analysis of the net error curves (pursuit minus target movement) revealed that subjects regularly exhibit a remoteness effect: neighbouring trials were more similar than distant ones. …”
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Existence of Electrically Charged Structures with Regular Center in Nonlinear Electrodynamics Minimally Coupled to Gravity by Irina Dymnikova, Evgeny Galaktionov, Eduard Tropp

“…A field invariant F evolves between two minus zero in the center and at infinity which makes a Lagrangian LF with nonequal asymptotic limits inevitably branching. …”
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The system analysis and mathematical modeling road accidents in the metropolis by A. G. Davidovsky, A. M. Linnik

“…The article presents the results of correlation analysis of the causes of road accidents in such a modern metropolis as Minsk. Has been identified the most frequent causes of road accidents, including pedestrian collisions caused by drivers, collisions at intersections, incidents at controlled and unregulated pedestrian crossings, as well as on the roadway. …”
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Testing Phylogenetic Placement Accuracy of DNA Barcode Sequences on a Fish Backbone Tree: Implications of Backbone Tree Completeness and Species Representation by M. A. Thanuja M. Fernando, Jinzhong Fu, Sarah J. Adamowicz

“…For example, at the 99% completeness level with stratified sampling, EPA‐ng placed 78% missing species correctly, and when only considering placement with high confidence (LWR > 0.9), the percentage is 87%. …”
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Video completion in the presence of moving subjects based on segmentation using Neutrosophic sets by Amanna Ghanbari Talouki, Abbas Koochari, Seyyed Ahmad Edalatpanah

“…While image completion focuses on filling in missing parts in a static context, video completion requires additional considerations due to the temporal dimension. …”
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Completion of the Central Italy daily precipitation instrumental data series from 1951 to 2019 by Gamal AbdElNasser Allam Abouzied, Guoqiang Tang, Simon Michael Papalexiou, Martyn P. Clark, Eleonora Aruffo, Piero Di Carlo

“…To address this, gap filling is commonly used to produce complete hydrometeorological data series without missing values. Several gap‐filling methods have been developed and improved. …”
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Outcomes of Asthma Education: Results of a Multisite Evaluation by Wilma M Hopman, Nancy Garvey, Jennifer Olajos-Clow, Andrea White-Markham, M Diane Lougheed

“…BACKGROUND: This observational study compared the effectiveness of a standardized adult asthma education program administered in a variety of sites and practice settings on health care utilization, absenteeism, amount of leisure time missed and quality of life (using the Medical Outcomes Study 36-Item Short Form 1.0 [SF-36]).…”
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Exploiting a Spatial Attention Mechanism for Improved Depth Completion and Feature Fusion in Novel View Synthesis by Anh Minh Truong, Wilfried Philips, Peter Veelaert

“…However, these estimates often contain missing or noisy regions, resulting in an incorrect mapping between source and target views. …”
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Prediction of Sonic Log Values Using a Gradient Boosting Algorithm in the 'AB' Field by Rasif Nahari, Utama Widya, Ardhya Garini Sherly, Fitri Indriani Rista, Pratama Novian Putra Dhea

“…Sonic log data are particularly prone to such gaps, as they are newer and less common in older wells. To address missing data, machine learning algorithms, like gradient boosting, provide an effective solution. …”
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Gene-Gene Interaction Analysis for the Accelerated Failure Time Model Using a Unified Model-Based Multifactor Dimensionality Reduction Method by Seungyeoun Lee, Donghee Son, Wenbao Yu, Taesung Park

“…Although a large number of genetic variants have been identified to be associated with common diseases through genome-wide association studies, there still exits limitations in explaining the missing heritability. One approach to solving this missing heritability problem is to investigate gene-gene interactions, rather than a single-locus approach. …”
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Automatic recognition of pulse repetition interval modulation using temporal convolutional network by Abolfazl Dadgarnia, Mohammad Taghi Sadeghi

“…In order to investigate the performance of the method when the problem of missing or spurious pulses occurs, the impacts of these problems are examined, separately and together, on the recognition process. …”
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Effect of Study-Duration and Time of Day on Multichannel Sleep Study Findings in Former Preterm Infants by Allison Sadowski, Naveed Hussain, Leonard I. Eisenfeld, Mariann Pappagallo, Janet Schwenn, Ted S. Rosenkrantz

“…Conclusions: A 20-h sleep study improves the detection of breathing abnormalities missed with a 10-h study.…”
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Beyond perfection: Reclaiming death in and for education by Juliette Clara Bertoldo

“…When education is not confronted with important and challenging questions on its purposes, this should be considered dangerous or even lethal for a safe system to thrive; we miss out on what is educational in education, we miss an encounter with reality. …”
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Dark coloured scalars impact on single and di-Higgs production at the LHC by Pedro Gabriel, Margarete Mühlleitner, Daniel Neacsu, Rui Santos

“…DM will then reveal itself as missing energy. An alternative form to get a hint of a dark sector is via loop contribution to SM processes. …”
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