RMSE versus architectural parameters. by Zhe Hu (787283)

“…Then, the LSTM model is trained using this sliding window approach, achieving a root mean square error(RMSE) of 0.03 on the test set. …”

Kalman process. by Zhe Hu (787283)

“…Then, the LSTM model is trained using this sliding window approach, achieving a root mean square error(RMSE) of 0.03 on the test set. …”

Attention mechanism. by Zhe Hu (787283)

“…Then, the LSTM model is trained using this sliding window approach, achieving a root mean square error(RMSE) of 0.03 on the test set. …”

Shape error measurement results statistics. by Zhe Hu (787283)

“…Then, the LSTM model is trained using this sliding window approach, achieving a root mean square error(RMSE) of 0.03 on the test set. …”

Swimming endurance training reduces T-wave amplitude and area in <i>Mib1</i>^<i>flox</i><i>;Tnnt2</i>^<i>Cre</i> mice. by Vítor S. Fernandes (21262991)

“…<p><b>(A)</b> Representative QRS complex and T-wave, with (A’) a close-up of the T-wave in WT and <i>Mib1</i>^<i>flox</i><i>;Tnnt2</i>^<i>Cre</i> mice before the swimming protocol. …”

Puriton’s modulation effects on WBC composition in BALF and serum IgE. by So-Hyeon Bok (8066696)

“…<p>(A) Puriton decreased the number of WBC which was increased by ovalbumin treatment. …”

SLC response kinematics at 6 dpf. by Morgan Barnes (7876373)

“…<p>(A-B) C1 is the first C-bend performed. The angle and duration of the C1 bend is significantly decreased in 24 + fish (p < 0.0001 and p < 0.05) compared to the 24- fish and the C1 angle is decreased in 72 + fish (p < 0.05). …”

Model training and testing with H3K27Ac only emphasized the marker’s prominence in generalizing across the study’s GSC datasets. by Yusuke Suita (14381481)

“…The only dataset whose performance decreased is the study’s GSC2. This overall increase could be explained by a possible reduction in “noise” with the removal of the other epigenetic signals in training and the zeros that were proxies for those signals in testing.…”

Fig 2 - by Bernát Nógrádi (12264843)

“…However, the ratio of successful diagnoses was drastically decreased in the MDs group if the initial diagnosis was a non-acute disease. …”

Simulation Parameter Settings. by Jinrong Liang (3918740)

“…After applying Taylor pruning to the model, its floating-point operations (FLOPs) were reduced from 40.5 M to 9.5 M, and its parameter memory was decreased from 2.6 M to 0.5 M. Notably, following fine-tuning, the model still achieved 100% MF recognition accuracy and an average absolute error of 0.34 dB for OSNR estimation under a sample length of 16,000 and fiber length of 160 km. …”

Complexity analysis of each model. by Jinrong Liang (3918740)

“…After applying Taylor pruning to the model, its floating-point operations (FLOPs) were reduced from 40.5 M to 9.5 M, and its parameter memory was decreased from 2.6 M to 0.5 M. Notably, following fine-tuning, the model still achieved 100% MF recognition accuracy and an average absolute error of 0.34 dB for OSNR estimation under a sample length of 16,000 and fiber length of 160 km. …”

The effect of CEP and PDS treatment on recombinant CCHFV. by Yutong Sui (11151669)

“…<p>(<b>A</b>) Schematic representation of the L, M, and S genome segments of CCHFV (Strain IbAr10200). …”

Supplementary material Figure S3 by Alireza Mani (3341171)

“…</p><p dir="ltr">Reference: Morandotti C, Wikner M, Li Q, Ito E, Oyelade T, Tan C, Chen PY, Cawthorn A, Lilaonitkul W, Mani AR. Decreased cardio-respiratory information transfer is associated with deterioration and a poor prognosis in critically ill patients with sepsis. …”

Immunoblots analysis of mitophagy-related protein expression. by Michael O. Isei (20500908)

“…Immunoblots of PINK1 and parkin protein expression <b>(A)</b>. Densitometry quantification of PINK1 and parkin show no significant changes across all tau groups <b>(B, C)</b>. …”

Radon transform of the constellation diagram. by Jinrong Liang (3918740)

“…After applying Taylor pruning to the model, its floating-point operations (FLOPs) were reduced from 40.5 M to 9.5 M, and its parameter memory was decreased from 2.6 M to 0.5 M. Notably, following fine-tuning, the model still achieved 100% MF recognition accuracy and an average absolute error of 0.34 dB for OSNR estimation under a sample length of 16,000 and fiber length of 160 km. …”

Table 2_Adherence to recombinant human growth hormone therapy in children: influencing factors and clinical implications.xlsx by Wenjing Chang (8334480)

“…However, non-adherence remains a significant challenge, affecting treatment efficacy and patient prognosis. …”

Data Sheet 1_Serum VEGF and ANGPT1 as angiogenesis markers may predict the outcomes of older adults with hip fractures.xlsx by Yuan Yao (31223)

“…</p>Results<p>The study cohort included 380 patients, with a mean age of 75.71 ± 8.58 years and a mortality rate of 17.11% within 1 year. …”

Supplementary material Figure S2 by Alireza Mani (3341171)

“…Reference: Morandotti C, Wikner M, Li Q, Ito E, Oyelade T, Tan C, Chen PY, Cawthorn A, Lilaonitkul W, Mani AR. Decreased cardio-respiratory information transfer is associated with deterioration and a poor prognosis in critically ill patients with sepsis. …”

Table 1_Adherence to recombinant human growth hormone therapy in children: influencing factors and clinical implications.xlsx by Wenjing Chang (8334480)

“…However, non-adherence remains a significant challenge, affecting treatment efficacy and patient prognosis. …”

The process of Taylor score pruning. by Jinrong Liang (3918740)

“…After applying Taylor pruning to the model, its floating-point operations (FLOPs) were reduced from 40.5 M to 9.5 M, and its parameter memory was decreased from 2.6 M to 0.5 M. Notably, following fine-tuning, the model still achieved 100% MF recognition accuracy and an average absolute error of 0.34 dB for OSNR estimation under a sample length of 16,000 and fiber length of 160 km. …”