Heatmap analysis for technical reproducibility of Cohort #1 CP dataset (28wk-old WT and R14^Δ/+). حسب Brian Foo (19273132)

Channel pruning process. حسب Zhongjian Xie (4633099)

"…<p>After channel pruning, the algorithm model experiences a significant reduction in parameters and computational load, yet it may incur a decrease in accuracy. …"

PERCOM, an unbiased and easily-accessible protein-centric analysis workflow. حسب Brian Foo (19273132)

S1 Raw images - حسب Yoon Seok Nam (20678482)

"…The results demonstrate that TSA significantly protects the hearing of KO mice compared to the untreated group. …"

Study selection flow diagram. حسب Laurence Weinberg (2960238)

"…</p><p>Results</p><p>From the initial 1826 articles identified, we included 28 studies from eight countries in a total of 6411 nonagenarians. …"

Inclusion and exclusion criteria. حسب Laurence Weinberg (2960238)

"…</p><p>Results</p><p>From the initial 1826 articles identified, we included 28 studies from eight countries in a total of 6411 nonagenarians. …"

Key characteristics of the included publications. حسب Laurence Weinberg (2960238)

"…</p><p>Results</p><p>From the initial 1826 articles identified, we included 28 studies from eight countries in a total of 6411 nonagenarians. …"

Weight and plasma biochemistry. حسب Søren Egstrand (10906087)

"…In the present study, we found significant diurnal rhythmicity of <i>Casr</i>, encoding the Cinacalcet drug target in hyperplastic parathyroid glands (p = 0.006). …"

Alternative representation of daunorubicin fluorescence testing of novel inhibitors. حسب Lauren A. McCormick (20540638)

Baseline clinical data. حسب Lu-Jin Cheng (21743350)

"…In vitro experiments showed that the addition of Gal-9 led to a significant increase in the proportion of TIM-3⁺M1 and TIM-3⁺M2 macrophages and a decrease in M1 cell proportions and M1/M2 ratio. …"

Tailoring Ionic Conductivity of Polymeric Ionic Liquid Block Copolymers through Morphology Control حسب Samuel K. J. Adotey (22425591)

"…We further show that transport-blocking defects are largely absent from PIL-rich morphologies having nonionic cylindrical or spherical domains embedded in a PIL matrix. …"

Alkenyl/Thiol Co-Functionalized Titanium-Oxo Nanoclusters Enable Synergistic Lithography for Enhanced Resolution and Sensitivity حسب Zuohu Zhou (14258773)

"…Such dual cross-linkable group functionalization brought additional thiol–ene click reactions upon exposure to enhance intercluster polymerization, which significantly improved the lithography sensitivity of TOCs, with the required exposure energy being reduced by over 70% (decreasing from >1000 μC/cm² of alkenyl-TOC to <300 μC/cm² of alkenyl/thiol-TOC). …"

Alkenyl/Thiol Co-Functionalized Titanium-Oxo Nanoclusters Enable Synergistic Lithography for Enhanced Resolution and Sensitivity حسب Zuohu Zhou (14258773)

"…Such dual cross-linkable group functionalization brought additional thiol–ene click reactions upon exposure to enhance intercluster polymerization, which significantly improved the lithography sensitivity of TOCs, with the required exposure energy being reduced by over 70% (decreasing from >1000 μC/cm² of alkenyl-TOC to <300 μC/cm² of alkenyl/thiol-TOC). …"

Alkenyl/Thiol Co-Functionalized Titanium-Oxo Nanoclusters Enable Synergistic Lithography for Enhanced Resolution and Sensitivity حسب Zuohu Zhou (14258773)

"…Such dual cross-linkable group functionalization brought additional thiol–ene click reactions upon exposure to enhance intercluster polymerization, which significantly improved the lithography sensitivity of TOCs, with the required exposure energy being reduced by over 70% (decreasing from >1000 μC/cm² of alkenyl-TOC to <300 μC/cm² of alkenyl/thiol-TOC). …"

Defect-Triggered Reversible Phase Transformation for Boosting Electrochemical Performance of Coordination Polymers حسب Yixiu Xu (11166860)

"…Contrary to this common sense, here we demonstrate that both implanting defects and eliminating defects can significantly boost the specific capacitance of the defect-engineered CPs (DECPs), which are about 1.23 and 1.62 times that of the pristine CP, respectively, without loss of rate capability even after 10,000 charge–discharge cycles. …"

Defect-Triggered Reversible Phase Transformation for Boosting Electrochemical Performance of Coordination Polymers حسب Yixiu Xu (11166860)

"…Contrary to this common sense, here we demonstrate that both implanting defects and eliminating defects can significantly boost the specific capacitance of the defect-engineered CPs (DECPs), which are about 1.23 and 1.62 times that of the pristine CP, respectively, without loss of rate capability even after 10,000 charge–discharge cycles. …"

The overall framework of CARAFE. حسب Zhongjian Xie (4633099)

"…Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …"

KPD-YOLOv7-GD network structure diagram. حسب Zhongjian Xie (4633099)

"…Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …"

Comparison experiment of accuracy improvement. حسب Zhongjian Xie (4633099)

"…Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …"

Comparison of different pruning rates. حسب Zhongjian Xie (4633099)

"…Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …"