All Stories

  1. MLSPred-bench: Transforming electroencephalography (EEG) datasets into machine learning-ready epileptic seizure prediction benchmarks
  2. HINN: Hierarchical Input Neural Network identifies multi-omics biomarker for cognitive decline
  3. Overcoming Site Variability in Multisite fMRI Studies: an Autoencoder Framework for Enhanced Generalizability of Machine Learning Models
  4. fairGNN-WOD: Fair Graph Learning Without Complete Demographics
  5. RAPTOR: Reconfigurable Advanced Platform for Transdisciplinary Open Research
  6. Habenula alterations in resting state functional connectivity among autistic individuals
  7. Message from the Program Chairs
  8. Machine-learning models for Alzheimer’s disease diagnosis using neuroimaging data: survey, reproducibility, and generalizability evaluation
  9. Utilizing Pretrained Vision Transformers and Large Language Models for Epileptic Seizure Prediction
  10. Lightweight Transformer exhibits comparable performance to LLMs for Seizure Prediction: A case for light-weight models for EEG data
  11. Alzheimer’s disease‐associated gene ranking using PhenoGeneRanker
  12. TA‐RNN: an Attention‐based Time‐aware Recurrent Neural Network Architecture to Predict Progression of Alzheimer’s Disease
  13. Alzheimer’s disease diagnosis using gray matter of T1‐weighted sMRI data and vision transformer
  14. Predicting Individual’s Cognitive Performance Through Multi‐Omics Blood Data Using Hierarchical Input Neural Network ‐ HINN
  15. Identifying Alzheimer’s disease-associated genes using PhenoGeneRanker
  16. Utilizing Pretrained Vision Transformers and Large Language Models for Epileptic Seizure Prediction
  17. Message from the Program Chairs
  18. Predicting peptide properties from mass spectrometry data using deep attention-based multitask network and uncertainty quantification
  19. fairGNN-WOD: Fair Graph Learning Without Complete Demographics
  20. MLSPred-Bench: ML-Ready Benchmark Leveraging Seizure Detection EEG data for Predictive Models
  21. Pvtad: Alzheimer’s Disease Diagnosis Using Pyramid Vision Transformer Applied to White Matter of T1-Weighted Structural Mri Data
  22. Robustness of ML-Based Seizure Prediction Using Noisy EEG Data From Limited Channels
  23. Communication Evaluation of a Wireless 4-Channel Wearable EEG for Brain-Computer Interface (BCI) and Healthcare Applications
  24. Making MS Omics Data ML-Ready: SpeCollate Protocols
  25. Heterogeneity Aware Distributed Machine Learning at the Wireless Edge for Health IoT Applications: An EEG Data Case Study
  26. ASD-GResTM: Deep Learning Framework for ASD classification using Gramian Angular Field
  27. Energy Efficient AI/ML based Continuous Monitoring at the Edge: ECG and EEG Case Study
  28. PVTAD: ALZHEIMER’S DISEASE DIAGNOSIS USING PYRAMID VISION TRANSFORMER APPLIED TO WHITE MATTER OF T1-WEIGHTED STRUCTURAL MRI DATA
  29. GPU-acceleration of the distributed-memory database peptide search of mass spectrometry data
  30. Confounding Effects on the Performance of Machine Learning Analysis of Static Functional Connectivity Computed from rs-fMRI Multi-site Data
  31. PPAD: a deep learning architecture to predict progression of Alzheimer’s disease
  32. Q-CASA Invited Speakers Quantum-Centric Supercomputing Strategies for Neuroscience problems: Challenges and Progress
  33. Description of Dissolved Organic Matter Transformational Networks at the Molecular Level
  34. PPAD: A deep learning architecture to predict progression of Alzheimer’s disease
  35. Classification of Autism Spectrum Disorder Using rs-fMRI data and Graph Convolutional Networks
  36. SPERTL: Epileptic Seizure Prediction using EEG with ResNets and Transfer Learning
  37. Molecular level characterization of DOM along a freshwater-to-estuarine coastal gradient in the Florida Everglades
  38. US Renal Data System 2021 Annual Data Report: Epidemiology of Kidney Disease in the United States
  39. Communication lower-bounds for distributed-memory computations for mass spectrometry based omics data
  40. Unsupervised Structural Classification of Dissolved Organic Matter Based on Fragmentation Pathways
  41. A Easy to Use Generalized Template to Support Development of GPU Algorithms
  42. Biomedical IoT: Enabling Technologies, Architectural Elements, Challenges, and Future Directions
  43. Computational CPU-GPU Template for Pre-processing of Floating-Point MS Data
  44. Existing HPC Methods and the Communication Lower Bounds for Distributed-Memory Computations for Mass Spectrometry-Based Omics Data
  45. Fast Spectral Pre-processing for Big MS Data
  46. G-MSR: A GPU-Based Dimensionality Reduction Algorithm
  47. High-Performance Computing Strategy Using Distributed-Memory Supercomputers
  48. Introduction to Mass Spectrometry Data
  49. Machine-Learning and the Future of HPC for MS-Based Omics
  50. Need for High-Performance Computing for MS-Based Omics Data Analysis
  51. Re-configurable Hardware for Computational Proteomics
  52. A Multi-Factorial Assessment of Functional Human Autistic Spectrum Brain Network Analysis
  53. DeepCOVIDNet: Deep Convolutional Neural Network for COVID-19 Detection from Chest Radiographic Images
  54. Graph Theoretic Approach for the Analysis of Comprehensive Mass-Spectrometry (MS/MS) Data of Dissolved Organic Matter
  55. SpeCollate: Deep cross-modal similarity network for mass spectrometry data based peptide deductions
  56. Message from the Program Chairs
  57. High performance computing framework for tera-scale database search of mass spectrometry data
  58. TurboBC: A GPU Based Betweenness Centrality Algorithm in the Language of Linear Algebra
  59. Real-time peptide identification from high-throughput mass-spectrometry data
  60. Search feasibility in distributed MS-proteomics big data
  61. Communication-avoiding micro-architecture to compute Xcorr scores for peptide identification
  62. Simulation Testbed for Evaluating Distributed Querying and Searching of Mass Spectrometry Big Data in a Network-based Infrastructure
  63. A Deep Learning-Based Data Minimization Algorithm for Fast and Secure Transfer of Big Genomic Datasets
  64. TurboBFS: GPU Based Breadth-First Search (BFS) Algorithms in the Language of Linear Algebra
  65. ASD-SAENet: A Sparse Autoencoder, and Deep-Neural Network Model for Detecting Autism Spectrum Disorder (ASD) Using fMRI Data
  66. Benchmarking mass spectrometry based proteomics algorithms using a simulated database
  67. Machine Learning Methods for Diagnosing Autism Spectrum Disorder and Attention- Deficit/Hyperactivity Disorder Using Functional and Structural MRI: A Survey
  68. Explainable and scalable machine learning algorithms for detection of autism spectrum disorder using fMRI data
  69. Methods for Proteogenomics Data Analysis, Challenges, and Scalability Bottlenecks: A Survey
  70. NGS-Integrator: An efficient tool for combining multiple NGS data tracks using minimum Bayes’ factors
  71. Federated Learning: A Survey on Enabling Technologies, Protocols, and Applications
  72. GPU-SFFT: A GPU based parallel algorithm for computing the Sparse Fast Fourier Transform (SFFT) of k-sparse signals
  73. ASD-DiagNet: A Hybrid Learning Approach for Detection of Autism Spectrum Disorder Using fMRI Data
  74. Associations of caregiver-oncologist discordance in prognostic understanding with caregiver-reported therapeutic alliance and anxiety.
  75. Efficient Shared Peak Counting in Database Peptide Search Using Compact Data Structure for Fragment-Ion Index
  76. Optimized CNN-based Diagnosis System to Detect the Pneumonia from Chest Radiographs
  77. Auto-ASD-Network
  78. LBE: A Computational Load Balancing Algorithm for Speeding up Parallel Peptide Search in Mass-Spectrometry Based Proteomics
  79. NGS‐Integrator: A Tool for Combining Information from Multiple Genome‐Wide NGS Data Tracks Using Minimum Bayes Factors
  80. GPU-DFC: A GPU-Based Parallel Algorithm for Computing Dynamic-Functional Connectivity of Big fMRI Data
  81. SLM-Transform: A Method for Memory-Efficient Indexing of Spectra for Database Search in LC-MS/MS Proteomics
  82. Gender and preferences for palliative care: Perceptions of efficacy.
  83. Parallel Sampling-Pipeline for Indefinite Stream of Heterogeneous Graphs using OpenCL for FPGAs
  84. GPU-DAEMON: GPU algorithm design, data management & optimization template for array based big omics data
  85. MaSS‐Simulator: A Highly Configurable Simulator for Generating MS/MS Datasets for Benchmarking of Proteomics Algorithms
  86. A Fourier-Based Data Minimization Algorithm for Fast and Secure Transfer of Big Genomic Datasets
  87. Towards quantifying psychiatric diagnosis using machine learning algorithms and big fMRI data
  88. Similarity based classification of ADHD using singular value decomposition
  89. Fast-GPU-PCC: A GPU-Based Technique to Compute Pairwise Pearson’s Correlation Coefficients for Time Series Data—fMRI Study
  90. MaSS-Simulator: A highly configurable MS/MS simulator for generating test datasets for big data algorithms
  91. Power-efficient and highly scalable parallel graph sampling using FPGAs
  92. Scalable data structure to compress next-generation sequencing files and its application to compressive genomics
  93. A Hybrid MPI-OpenMP Strategy to Speedup the Compression of Big Next-Generation Sequencing Datasets
  94. An Out-of-Core GPU based Dimensionality Reduction Algorithm for Big Mass Spectrometry Data and Its Application in Bottom-up Proteomics
  95. GPU-PCC
  96. A New Cryptography Algorithm to Protect Cloud-Based Healthcare Services
  97. Systems-level analysis reveals selective regulation of Aqp2 gene expression by vasopressin
  98. Reductive Analytics on Big MS Data leads to tremendous reduction in time for peptide deduction
  99. GPU-ArraySort: A Parallel, In-Place Algorithm for Sorting Large Number of Arrays
  100. Comparative Outcomes of Carotid Artery Stent Placement and Carotid Endarterectomy in Patients with Chronic Kidney Disease and End-Stage Renal Disease
  101. A parallel peptide indexer and decoy generator for crux tide using OpenMP
  102. Introduction to the selected papers from the 7th International Conference on Bioinformatics and Computational Biology (BICoB 2015)
  103. Treatment Patterns and Outcomes for Ruptured and Unruptured Intracranial Aneurysms in Patients with Polycystic Kidney Disease (P1.249)
  104. MS-REDUCE: an ultrafast technique for reduction of big mass spectrometry data for high-throughput processing
  105. A Variable-Length Network Encoding Protocol for Big Genomic Data
  106. Data Aware Communication for Energy Harvesting Sensor Networks
  107. Autophagic degradation of aquaporin-2 is an early event in hypokalemia-induced nephrogenic diabetes insipidus
  108. Big data proteogenomics and high performance computing: Challenges and opportunities
  109. Variable pharmacokinetics of extended interval tobramycin or gentamicin among critically ill patients undergoing continuous venovenous hemofiltration
  110. A Parallel Algorithm for Compression of Big Next-Generation Sequencing Datasets
  111. Outcomes of transient ischemic attack in maintenance dialysis patients and those with chronic kidney disease
  112. Design and Implementation of Network Transfer Protocol for Big Genomic Data
  113. Acute Renal Failure Worsens In-hospital Outcomes in Patients with Intracerebral Hemorrhage
  114. Foreword
  115. Outcomes of Endovascular versus Intravenous Thrombolytic Treatment for Acute Ischemic Stroke in Dialysis Patients
  116. A knowledge base of vasopressin actions in the kidney
  117. Acute Renal Failure Is Associated With Higher Death and Disability in Patients With Acute Ischemic Stroke
  118. Exploiting thread-level and instruction-level parallelism to cluster mass spectrometry data using multicore architectures
  119. Global analysis of the effects of the V2 receptor antagonist satavaptan on protein phosphorylation in collecting duct
  120. CAMS-RS: Clustering Algorithm for Large-Scale Mass Spectrometry Data Using Restricted Search Space and Intelligent Random Sampling
  121. Outcomes of Thrombolytic Treatment for Acute Ischemic Stroke in Dialysis-Dependent Patients in the United States
  122. Proteome-Wide Measurement of Protein Half-Lives and Translation Rates in Vasopressin-Sensitive Collecting Duct Cells
  123. FOREWORD TO THE SPECIAL ISSUE ON SELECTED PAPERS FROM THE 5TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND COMPUTATIONAL BIOLOGY (BICoB 2013)
  124. End-of-Life Care Beliefs Among Hindu Physicians in the United States
  125. A high performance algorithm for clustering of large-scale protein mass spectrometry data using multi-core architectures
  126. Quantitative phosphoproteomics implicates clusters of proteins involved in cell‐cell adhesion and transcriptional regulation in the vasopressin signaling network
  127. PhosSA: Fast and accurate phosphorylation site assignment algorithm for mass spectrometry data
  128. Quantitative phosphoproteomics in nuclei of vasopressin-sensitive renal collecting duct cells
  129. CPhos: A program to calculate and visualize evolutionarily conserved functional phosphorylation sites
  130. High performance <u>phos</u>phorylation <u>s</u>ite <u>a</u>ssignment algorithm for mass spectrometry data using multicore systems
  131. An efficient algorithm for clustering of large-scale mass spectrometry data
  132. Identifying protein kinase target preferences using mass spectrometry
  133. An efficient dynamic programming algorithm for phosphorylation site assignment of large-scale mass spectrometry data
  134. Dynamics of the G Protein-coupled Vasopressin V2 Receptor Signaling Network Revealed by Quantitative Phosphoproteomics
  135. A high performance multiple sequence alignment system for pyrosequencing reads from multiple reference genomes
  136. Stercoral ulcer as a cause of lower gastrointestinal (LGI) bleeding in chronic hemodialysis patients
  137. NHLBI-AbDesigner: an online tool for design of peptide-directed antibodies
  138. Large‐scale iTRAQ‐based quantification of phosphorylation changes during vasopressin signaling
  139. Mapping‐based temporal pattern mining algorithm (MTPMA) identifies unique clusters of phosphopeptides regulated by vasopressin in collecting duct
  140. Blood Loss through AV Fistula: A Case Report and Literature Review
  141. Lower Gastrointestinal Bleeding in Chronic Hemodialysis Patients
  142. Stroke after intravenous gamma globulin
  143. Comparative Evaluation of Whole Body and Hepatic Insulin Resistance Using Indices from Oral Glucose Tolerance Test in Morbidly Obese Subjects with Nonalcoholic Fatty Liver Disease
  144. A domain decomposition strategy for alignment of multiple biological sequences on multiprocessor platforms
  145. Multiple Sequence Alignment System for Pyrosequencing Reads
  146. Sample-Align-D: A high performance Multiple Sequence Alignment system using phylogenetic sampling and domain decomposition