A file archival integrity check method based on the BiLSTM + CNN model and deep learning by Jinxun Li, Tingjun Wang, Chao Ma, Yunxuan Lin, Qing Yan

“…Traditional archive integrity solutions have scaling issues, real-time monitoring issues, and missed opportunities. An updated Archive File Integrity Check Method (AFICM) may solve these issues, and the paper explains it. …”
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Diagnostic yield of cystic fibrosis from a South Australian monocentric cohort: a retrospective study by Maria Fuller, Jasmina Markulić

“…Although newborn screening includes CF, this typically only covers a selection of common genetic variants, and with over 2000 reported in the cystic fibrosis transmembrane conductance regulator (CFTR) gene, we hypothesised that patients will be missed and present clinically later in life.Design A retrospective study over a 5-year period (January 2018–December 2022).Setting A single pathology service in South Australia.Participants A total of 1909 CF test referrals from patients with clinical suspicion indicated by respiratory and gastrointestinal manifestations, foetal echogenic bowel and male infertility and asymptomatic CF requests for reproductive carrier screening.Primary and secondary outcome measures The number and type of CFTR gene variants detected in symptomatic and asymptomatic testing referrals.Results A total of 25 patients were diagnosed with CF or CF-related disorders (2.5%) with gastrointestinal symptoms yielding the highest diagnostic rate of 4.4%. …”
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Cognitive deficits persisting in patients with alcohol dependence syndrome after detoxification by Ankur Sachdeva, Mina Chandra, Shilpa Khullar, Syed Zafar Abbas

“…Conclusion: Subtle cognitive deficits may persist in patients of ADS without dementia, even after successful detoxification. They may be easily missed despite contact with mental health professionals, as these deficits may only be evident on neuro-psychological testing.…”
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A Novel AI-Based Integrated Cybersecurity Risk Assessment Framework and Resilience of National Critical Infrastructure by Sardar Muhammad Ali, Abdul Razzaque, Muhammad Yousaf, Sardar Sadaqat Ali

“…We began with data preprocessing, which included cleansing the data, addressing missing values through Multiple Imputation by Chained Equations (MICE), and applying transformations such as encoding and standard scaling. …”
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Exploring Contingency Skill Scores Based on Event Sizes by S. W. Kahler, H. Darsey

“…Each observed event is either a forecasted hit or a miss, and each forecasted event is either an observed hit or a false alarm. …”
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Quality assessment of cyber threat intelligence knowledge graph based on adaptive joining of embedding model by Bin Chen, Hongyi Li, Di Zhao, Yitang Yang, Chengwei Pan

“…Abstract In the research of cyber threat intelligence knowledge graphs, the current challenge is that there are errors, inconsistencies, or missing knowledge graph triples, which makes it difficult to cope with the complexity and diversified application requirements. …”
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A Method for Tomato Ripeness Recognition and Detection Based on an Improved YOLOv8 Model by Zhanshuo Yang, Yaxian Li, Qiyu Han, Haoming Wang, Chunjiang Li, Zhandong Wu

“…However, factors such as lighting conditions and occlusion lead to issues such as low detection accuracy, false detections, and missed detections. Thus, a deep learning algorithm for tomato ripeness detection based on an improved YOLOv8n is proposed in this study. …”
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All-Cause Mortality Prediction in Subjects with Diabetes Mellitus Using a Machine Learning Model and Shapley Values by Oana Mirea, Mostafa Ghelich Oghli, Oana Neagoe, Mihaela Berceanu, Eugen Țieranu, Liviu Moraru, Victor Raicea, Ionuț Donoiu

“…Methods: We included 1969 consecutive patients with DM type 1 (T1DM, <i>n</i> = 255) and type 2 (T2DM, <i>n</i> = 1714). eXtreme Gradient Boosting (XGBoost) was used for the prediction of all-cause mortality in this cohort and the Shapley additive explanation (SHAP) was used to assess the importance of each feature of the classifier. The missing values were imputed using the Missforest methodology. …”
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A 3D Empirical Model of Electron Density Based on CSES Radio Occultation Measurements by He Huang, Jian Lin, Song Xu, Huijun Le, Feng Guo, Zhima Zeren, Libo Liu, Xuhui Shen

“…Additionally, our model captures the merging phenomenon of the two peaks of equatorial ionospheric anomaly, which is missed by IRI. Further, CSES_NePrf model is a useful tool to provide the quiet background for case studies and joint studies with other payloads onboard CSES.…”
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A sensory neuroprosthesis enhances recovery from treadmill-induced stumbles for individuals with lower limb loss by Suzhou Li, Ronald J. Triolo, Hamid Charkhkar

“…In this study, three individuals with lower limb loss received a sensory neuroprosthesis (SNP) that provided plantar somatosensory feedback corresponding to prosthesis-floor interactions perceived as arising from the missing foot generated by electrically activating the peripheral nerves in the residuum. …”
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Statistical and machine learning based platform-independent key genes identification for hepatocellular carcinoma. by Md Al Mehedi Hasan, Md Maniruzzaman, Jie Huang, Jungpil Shin

“…Consequently, these studies may missed some important genes in the investigation of HCC. …”
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Water Quality Suitability and Sanitary Inspection of Hand-Dug Wells of Merawi Town, Ethiopia by Selamawit Tadele, Andinet Kebede Tekile

“…To overcome the bacteriological contamination and thus, the outbreak of diseases, short-term intervention, such as ensuring disinfection is compulsory. To achieve, the missing access to potable water, the utility needs to develop long-term goals. …”
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Differentiation of Rat Adipose-Derived Stem Cells into Parathyroid-Like Cells by Ping Zhang, Hao Zhang, Wenwu Dong, Zhihong Wang, Yuan Qin, Changhao Wu, Qi Dong

“…SHH and activin A stimulated parathyroid hormone secretion by the adipose-derived stem cells and significantly increased the expression of calcium-sensing receptor (CaSR), parathyroid hormone, and glial cells missing homolog 2 (GCM2) in the cells in a time- and concentration-dependent manner. …”
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Simulating Performance of a Dual Angle Particle Monitor for Atmospheric Particulate Matter by Charles D. Litton, Aranya Venkatesh, Jill Andersen, Dömötör Gulyás, Sara Longo, Chris Bartley, Illah Nourbakhsh

“…This raises the question of whether the measurement of PM2.5 “misses” the potential impact of very small particles (e.g., below 0.3 µm) due to lack of sensitivity and/or the low mass concentrations that these particles contribute to the total PM2.5. …”
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Exploring Multi-Pathology Brain Segmentation: From Volume-Based to Component-Based Deep Learning Analysis by Ioannis Stathopoulos, Roman Stoklasa, Maria Anthi Kouri, Georgios Velonakis, Efstratios Karavasilis, Efstathios Efstathopoulos, Luigi Serio

“…In the first case, a dice score coefficient (DSC), sensitivity, and precision of 0.76, 0.78, and 0.82, respectively, were found, while in the second case the model detected and segmented correct (True positives) the 48.8% (DSC ≥ 0.5) of abnormal components, partially correct the 27.1% (0.05 > DSC > 0.5), and missed (False Negatives) the 24.1%, while it produced 25.1% False Positives. …”
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Bringing Intelligence to SAR Missions: A Comprehensive Dataset and Evaluation of YOLO for Human Detection in TIR Images by Mostafa Rizk, Israa Bayad

“…Effective search and rescue (SAR) missions are critical for locating and assisting injured or missing individuals while optimizing resource allocation and minimizing costs. …”
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Indigenizing Prior Learning Assessment and Recognition: A Review of the Literature by Peyton Juhnke, Tobin LeBlanc Haley

“…Providing a careful review of this literature contributes a missing map of this field of scholarship and shares key insights for scholars. …”
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Association between higher mortgage payment-to-income ratio and greater psychological distress among high-income homeowners in Japan: A cross-sectional study by Kazuya Ogawa, Keiichi Shimatani, Ryotaro Iwayama, Norimichi Suzuki

“…We performed modified log Poisson regression analyses, incorporating income stratification, with missing data handled by multiple imputation. Results: For both overall respondents (PR = 1.22, 95 % CI 1.11–1.35) and the high-income group (PR = 1.23, 95 % CI 1.09–1.39), individuals with mortgage payment ratios ≥30 % were more likely to report psychological distress compared with those <30 %. …”
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A Novel Construction of Substitution Box Based on Polynomial Mapped and Finite Field With Image Encryption Application by Abid Mahboob, Muhammad Asif, Imran Siddique, Aysha Saleem, Muhammad Nadeem, Dariusz Grzelczyk, Jan Awrejcewicz

“…To keep the S-box bijective, swap each missing entries with repeating entries after that we acquire the initial box. …”
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Learning-based page replacement scheme for efficient I/O processing by Hwajung Kim

“…We compare the performance of LPR against existing page replacement policies using metrics such as miss ratio and execution time. Experimental results demonstrate that our scheme effectively detects changes in memory access patterns and manages page replacement online using the best-fit policy with minimal overhead.…”
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