On Explainability of Reinforcement Learning-Based Machine Learning Agents Trained with Proximal Policy Optimization That Utilizes Visual Sensor Data by Tomasz Hachaj, Marcin Piekarczyk

“…This estimation makes it possible to determine whether the network makes decisions as expected (decision-making is related to the model’s observation of objects belonging to different semantic classes in the environment) and to detect unexpected, seemingly chaotic behavior that might be, for example, the result of data bias, bad design of the reward function or insufficient generalization abilities of the model. …”
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Postpartum Methicillin-Resistant Staphylococcus aureus Toxic Shock Syndrome Caused by a Perineal Infection by Yoko Deguchi, Yuko Horiuchi, Kensaku Shojima, Naoyuki Iwahashi, Miwa Ikejima, Kazuhiko Ino, Kenichi Furukawa

“…Furthermore, since MRSA was not detected in the nasal and vaginal cavity during pregnancy, it suggests that vaginal colonization can also occur postpartum and be the disease source in mothers. …”
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EVL Promotes Osteo-/Odontogenic Differentiation of Dental Pulp Stem Cells via Activating JNK Signaling Pathway by Kangrui Zeng, Qiongyi Kang, Yutong Li, Weiping Li, Qing Cheng, Wenwei Xia

“…Human dental pulp stem cells (hDPSCs) were recognized as a suitable and promising source of stem cells in dental pulp regeneration. …”
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Feasibility of Proton Range Estimation with Prompt Gamma Imaging in Proton Therapy of Lung Cancer: Monte Carlo Study by Elham Rohollahpour, Hadi Taleshi Ahangari

“…Subjects and Methods: The proton pencil beam source was defined as a function of the tumor size to encompass the tumor volume. …”
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The Influence of Working in Stone Crushing Factories on Specific Respiratory Parameters by Belal Rahhal, Raya Sinnokrot, Omar Abuzant, Samah Shahin, Amany Masalmeh, Wala Jarrar

“…Working in stone-cutting factories is a known source for silica dust exposure, which has pathogenic effects on the respiratory system resulting finally in silicosis which may end in malignancy. …”
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Image-based soft drink type classification and dietary assessment system using deep convolutional neural network with transfer learning by Rubaiya Hafiz, Mohammad Reduanul Haque, Aniruddha Rakshit, Mohammad Shorif Uddin

“…To perform experimentation a dataset is built containing ten most consumed soft drinks in Bangladesh using images from the ImageNet dataset, internet sources and also self-capturing. The experiment confirms that our system can detect and recognize different types of drinks with an accuracy of 98.51%.…”
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Smart Cooking and Kitchen Safety Using Arduino Nanotechnology and Voice Recognition by Jumriati Jum, Abdul Latief, Imran Taufiq

“…The confusion matrix results indicated that the model accurately detected successful commands with high precision (88.89%) and good recall (81.63%). …”
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Genetic diversity in wild species and cultivars of strawberry for the <i>FanAAMT</i> gene controlling fruit flavor volatiles by A. S. Lyzhin, I. V. Luk’yanchuk

“…‘Karmen’, ‘Ostara’, ‘Samson’, ‘Symphony’, ‘Troubadour’ and ‘Vima Tarda’, in which the functional allele of the FanAAMT gene was found. In the remaining studied strawberry genotypes the marker FanAAMT was not detected, which presumably indicates that the FanAAMT gene is absent. cells (R9.4.1).…”
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Cerebrospinal fluid CD4+ T cell infection in humans and macaques during acute HIV-1 and SHIV infection. by Vishakha Sharma, Matthew Creegan, Andrey Tokarev, Denise Hsu, Bonnie M Slike, Carlo Sacdalan, Phillip Chan, Serena Spudich, Jintanat Ananworanich, Michael A Eller, Shelly J Krebs, Sandhya Vasan, Diane L Bolton, RV254/SEARCH010 and RV304/SEARCH013 Study Teams

“…HIV-1 replication within the central nervous system (CNS) impairs neurocognitive function and has the potential to establish persistent, compartmentalized viral reservoirs. …”
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User satisfaction with train fares: A comparative analysis in five Australian cities. by Puteri Paramita, Zuduo Zheng, Md Mazharul Haque, Simon Washington, Paul Hyland

“…In addition, notable heterogeneity is detected across respondents' perceived satisfaction with train fare, specifically with regard to the one-way cost and the waiting time incurred. …”
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Gold Punning: studying multistable meaning structures using a systematically collected set of lexical blends by Daniel Kjellander

“…One such challenge is how to detect and collect these unspecified and un-tagged lexical items in a corpus. …”
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Genome-Wide Responses of Female Fruit Flies Subjected to Divergent Mating Regimes. by Dave T Gerrard, Claudia Fricke, Dominic A Edward, Dylan R Edwards, Tracey Chapman

“…Elevated rates of mating and reproduction cause decreased female survival and lifetime reproductive success across a wide range of taxa from flies to humans. …”
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Cloning and identification of human colipase-like 3 and its homologous cDNAs by LU Yan, XUE Yong-chang, YU Peng, WANG Ping-zhang

“…According to the latest release of H-InvDB (release 6.2), 34511 protein-encoding genes were annotated and most of them were function-unknown. There is still a long road ahead to identify the whole human genes and their functions. …”
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Fluorescent competitive assay for melamine using dummy molecularly imprinted polymers as antibody mimics by Xin-wei DU, Yan-xin ZHANG, Yong-xin SHE, Guang-yang LIU, Feng-nian ZHAO, Jing WANG, Shan-shan WANG, Fen JIN, Hua SHAO, Mao-jun JIN, Lu-fei ZHENG

“…It was successfully applied to the detection of melamine in spiked milk samples with satisfactory recoveries (71.9 to 86.3%). …”
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Microelectrode Implantation in Human Insula: Technical Challenges and Recording Insights by Daphné Citherlet, Sami Heymann, Maya Aderka, Katarzyna Jurewicz, B. Suresh Krishna, Manon Robert, Alain Bouthillier, Olivier Boucher, Dang Khoa Nguyen

“…Spiking activity was detected and assessed using WaveClus3. <b>Results</b>: No spiking neural activity was detected in the microcontacts of the first seven patients. …”
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Characterization of sacha inchi (Plukenetia volubilis) and taro (Colocasia esculenta) flours with potential application in the preparation of both gluten-free and high protein food... by Jesús Eduardo Bravo Gómez, Ruby Aracely Narváez Cadena, Angie Paola Salas Zambrano, Karen Sofia Muñoz Pabon, Diego Fernando Roa-Acosta

“…Staphylococcus aureus and Salmonella spp. were detected in taro flour. Conclusions Taro and sacha inchi flours have great potential for the development of functional products like protein snacks, with good expansion due to taro starch and are naturally gluten-free, making them suitable for people with celiac disease.…”
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Pearls on a String: Dark and Bright Galaxies on a Strikingly Straight and Narrow Filament by M. Arabsalmani, S. Roychowdhury, B. Schneider, V. Springel, E. Le Floc’h, F. Bournaud, A. Burkert, J.-C. Cuillandre, P.-A. Duc, E. Emsellem, D. Galárraga-Espinosa, E. Pian, F. Renaud, M. A. Zwaan

“…We study the cold H i gas in a 1.3 Mpc section of the filament through H i 21 cm emission line observations and detect 11 H i sources, many more than expected from the H i mass function in a similar volume. …”
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Diagnostics and treatment of chronic constipation in adults: clinical guidelines of the Russian gastroenterological association by V. T. Ivashkin, I. V. Mayev, A. A. Sheptulin, A. S. Trukhmanov, Ye. A. Poluektova, Ye. K. Baranskaya, O. S. Shifrin, T. L. Lapina, M. F. Osipenko, V. I. Simanenkov, I. B. Khlynov

“…At diagnosing of functional constipation early detection of «alarm symptoms» which require thorough patient investigation is important. …”
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Recombinant Tissue Plasminogen Activator Induces Neurological Side Effects Independent on Thrombolysis in Mechanical Animal Models of Focal Cerebral Infarction: A Systematic Review... by Mei-Xue Dong, Qing-Chuan Hu, Peng Shen, Jun-Xi Pan, You-Dong Wei, Yi-Yun Liu, Yi-Fei Ren, Zi-Hong Liang, Hai-Yang Wang, Li-Bo Zhao, Peng Xie

“…Subgroup analysis, meta-regression and sensitivity analysis were performed to explore sources of heterogeneity. Funnel plot, Trim and Fill method and Egger's test were obtained to detect publication bias.…”
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Mechanically flexible mid-wave infrared imagers using black phosphorus ink films by Theodorus Jonathan Wijaya, Naoki Higashitarumizu, Shifan Wang, Shogo Tajima, Hyong Min Kim, Shu Wang, Dehui Zhang, James Bullock, Tomoyuki Yokota, Takao Someya, Ali Javey

“…Leveraging this flexibility, we achieve full-azimuthal imaging, detecting directional light sources with precision. …”
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