CMMF-Net: A Generative network based on CLIP-guided multi-modal feature fusion for thermal infrared image colorization by Jiang, Qian, Zhou, Tao, He, Youwei, Ma, Wenjun, Hou, Jingyu, Ahmad Shahrizan, Abdul Ghani, Miao, Shengfa, Jing, Xin

“…Because of the blurred and intricate features of TIR images, extracting and processing their feature information accurately through image-based approaches alone becomes challenging for networks. …”
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Physics-informed neural network for fast prediction of temperature distributions in cancerous breasts as a potential efficient portable AI-based diagnostic tool by Mukhmetov, Olzhas, Zhao, Yong, Mashekova, Aigerim, Zarikas, Vasilios, Ng, Eddie Yin Kwee, Aidossov, Nurduman

“…The PINN model is normally trained by physics in terms of the residuals of the heat transfer equation, as well as boundary conditions with and without datasets of surface thermal imaging data concerning cancerous breast tissues, which can be used for future inverse thermal modeling to calculate tumor sizes and locations. …”
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Machine learning-based risk prediction model for medication administration errors in neonatal intensive care units: a prospective direct observational study by Henry Basil, Josephine, Lim, Wern Han, Syed Ahmad, Sharifah M., Menon Premakumar, Chandini, Mohd Tahir, Nurul Ain, Mhd Ali, Adliah, Seman, Zamtira, Ishak, Shareena, Mohamed Shah, Noraida

“…Feature importance was determined using the permutation-feature importance for robust comparison across ML algorithms. Results: A total of 1093 doses were administered to 170 neonates, with mean age and birth weight of 33.43 (SD ± 5.13) weeks and 1.94 (SD ± 0.95) kg, respectively. …”
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Clinical Validation of Non-invasive Simulation-Based Determination of Vascular Impedance, Wave Intensity, and Hydraulic Work in Patients Undergoing Transcatheter Aortic Valve Repla... by Brown, Jonathan Y., Fernandez, Gabriela V., De La Torre Hernández, Jose M., Murphy, Michael, Wessler, Benjamin S., Edelman, Elazer R.

“…Simulation-based impedance was compared to impedance calculated from echocardiographic flow data and pressure data from a non-invasive central pressure measurement device. …”
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Simultaneous achievement of an ultrashort length and a high extinction ratio polarization splitter based on the dual-core photonic crystal fiber with Ge₂₀Sb₁₅Se₆₅ glass by Chu, Lihua, Liu, Min, Shum, Ping, Fu, Yongbo

“…A polarization splitter based on dual-core photonic crystal fiber with Ge₂₀Sb₁₅Se₆₅ glass is proposed to realize ultrashort length and high extinction ratio simultaneously at the common wavelength of 1.55 µm. …”
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Increased chloroplast occupancy in bundle sheath cells of rice hap3H mutants revealed by Chloro-Count: a new deep learning–based tool by Lambret Frotte, J, Buarque de Gusmão, PP, Smith, G, Lo, S-F, Yu, S-M, Hendron, RW, Kelly, S, Langdale, JA

Zinc absorption from maize-based meals enriched with edible house crickets: a randomized crossover stable-isotope study in Kenyan pre-school children by Hilaj, N, Boit, T, Andang’o, P, Zeder, C, Mwangi, MN, Hummel, M, Velazco, ON, van Loon, JJA, Dicke, M, Zimmermann, MB, Melse-Boonstra, A

“…For this, children were randomized to consume two different experimental meals labeled with stable isotopes of zinc (Zn) at two different days, separated by a wash-out period of one month. Primary endpoints were the differences in amount of absorbed zinc (AZ) from maize-based meals enriched with intrinsically 67Zn-labeled house crickets (2.61 mg Zn, n = 28) in comparison with meals enriched with 68Zn (low-enriched: 0.90 mg Zn, n = 29); high-enriched: 3.24 mg Zn, n = 28) or with intrinsically 67Zn-labeled low-chitin cricket flour (2.51 mg Zn, n = 25), whereas the secondary endpoints were the differences in fractional zinc absorption. …”

Sensitive and selective non-enzymatic rGO/ZIF-8 hybrid composite-based electrochemical sensor for uric acid detection: optimisation by response surface methodology by Suratman, Anis Afiqah, Che Zakaria, Aida Zafierah, Abdul Aziz, Siti Fatimah Nur, Alang Ahmad, Shahrul Ainliah

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Comparative effectiveness of sodium-glucose cotransporter-2 inhibitors for new-onset gastric cancer and gastric diseases in patients with type 2 diabetes mellitus: a population-bas... by Chou, OHI, Chauhan, VK, Chung, CTS, Lu, L, Lee, TTL, Ng, ZMW, Wang, KKW, Lee, S, Liu, H, Pang, RTK, Kaewdech, A, Cheung, BMY, Tse, G, Zhou, J

“…</p> <p><strong>Design: </strong>This was a population-based cohort study of prospectively collected data on patients with T2DM prescribed SGLT2I, DPP4I or GLP1a between January 1st 2015 and December 31st 2020 from Hong Kong. …”

Principled Exploration of Bipyridine and Terpyridine Additives to Promote Methylammonium Lead Iodide Perovskite Crystallization by Hartono, Noor Titan Putri, Ani Najeeb, Mansoor, Li, Zhi, Nega, Philip W., Fleming, Clare A., Sun, Xiaohe, Chan, Emory M., Abate, Antonio, Norquist, Alexander J., Schrier, Joshua, Buonassisi, Tonio

“…A previously unreported additive, 6,6′-dimethyl-2,2′-dipyridyl, is shown to work particularly well (the highest top 10th percentile is ∼3.8 mm, in comparison to ∼1.9 mm without additive) in improving the crystallization of prototypical methylammonium lead iodide (MAPbI3). …”
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Hippocampal transcriptome profiling reveals common disease pathways in chronic hypoperfusion and aging by Baik, Sang-Ha, Selvaraji, Sharmelee, Fann, David Y., Poh, Luting, Jo, Dong-Gyu, Herr, Deron R., Zhang, Shenpeng R., Kim, Hyun Ah, Silva, Michael De, Lai, Mitchell K. P., Chen, Christopher Li- Hsian, Drummond, Grant R., Lim, Kah-Leong, Sobey, Christopher G., Arumugam, Thiruma V.

“…Our data provide a genetic-based molecular framework for hypoperfusion-induced hippocampal damage and reveal common cellular signaling pathways likely to be important in the pathophysiology of VaD.…”
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High sensitivity transparent glass ceramic systems development based on MgSO4:Dy2O3–B2O3 and MgSO4:Dy2O3–B2O3:ZnO:An investigation of FT-IR and thermal properties for thermolumines... by Naeem, Hayder Salah, Iskandar Shahrim, Mustafa, N. N., Yusof, Thabit, Hammam Abdurabu, Mhareb, M. H. A., Alajerami, Y. S. M., Raypah, Muna E., Mohd Noor, ., Shareef, Ammar Nadal, Khazaalah, Thair Hussein, Ezra, Nabasu Seth, Munirah, Jamil, Efenji, G. I., Muhammad Fadhirul Izwan, Abdul Malik

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Optimization Algorithms for Multi-species Spherical Spin Glasses by Huang, Brice, Sellke, Mark

“…Next we give two generalized algorithms which produce multiple outputs and show all of them are approximate critical points. Namely, in an <jats:italic>r</jats:italic>-species model we construct <jats:inline-formula><jats:alternatives><jats:tex-math>$$2^r$$</jats:tex-math><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msup> <mml:mn>2</mml:mn> <mml:mi>r</mml:mi> </mml:msup> </mml:math></jats:alternatives></jats:inline-formula> approximate critical points when the external field is stronger than a “topological trivialization" phase boundary, and exponentially many such points in the complementary regime. …”
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Acceleration by stepsize hedging: Silver Stepsize Schedule for smooth convex optimization by Altschuler, Jason M., Parrilo, Pablo A.

“…This is intermediate between the textbook unaccelerated rate O ( ε - 1 ) and the accelerated rate O ( ε - 1 / 2 ) due to Nesterov in 1983. …”
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IDE: A System for Iterative Mislabel Detection by Deng, Yuhao, Deng, Qiyan, Chai, Chengliang, Cao, Lei, Tang, Nan, Fan, Ju, Wang, Jiayi, Yuan, Ye, Wang, Guoren

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Workforce Readiness Level (WRL) Deskbook by Aiken, Juliet, Moore, Elizabeth, Fedewa, Autumn, Jordan, Taylor, Field, Frank, Unger, Elizabeth, Kirchain, Randolph

“…Our Deskbook is offered as a companion to the MRL and TRL Deskbooks to assist industry leaders in following a holistic and integrated approach to technology and workforce readiness. …”
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9th International Workshop on Mental Health and Well-being: New Research Directions by Adler, Daniel, Xu, Xuhai, Salekin, Asif, Mishra, Varun, Kwon, Hyeokhyen, Sano, Akane, Abdullah, Saeed, Bardram, Jakob, Zhao, Yiran, Kalanadhabhatta, Manasa, Zhang, Han, Murnane, Elizabeth, Choudhury, Tanzeem, Musolesi, Mirco, Rahman, Tauhidur, King, Zachary, Krell, Rony, D'Alfonso, Simon

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Not becoming a leader by Schedlitzki, Doris, Ulus, Eda

Classical correspondence beyond the Ehrenfest time for open quantum systems with general Lindbladians by Hernández, Felipe, Ranard, Daniel, Riedel, C. J.

“…Our presentation aims to be comprehensive and accessible to both mathematicians and physicists. In a shorter companion paper, we treat the special case of Hamiltonians that decompose into kinetic and potential energy with linear Lindblad operators, with explicit bounds that can be applied directly to physical systems.…”
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Accuracy of second order perturbation theory in the polaron and variational polaron frames by Lee, Chee Kong, Moix, Jeremy, Cao, Jianshu

“…The full polaron results are accurate for the entire range of coupling for a fast bath but only in the strong coupling regime for a slow bath. …”
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