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1,171 matches · Machine Learning in Bioinformatics

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001From K-means to LLM-augmented pipelines: a critical survey and taxonomy for biomedical big dataOpenAlexPaperAbsalom E. Ezugwu, Joy Ezugwu4 days ago
002A Hybrid Machine Learning Framework for Early Detection of Hiv-Associated Opportunistic InfectionsOpenAlexPaperUdoinyang G. Inyang, Abraham C. Inyang et al.Jul 17
003Generative AI for controllable protein sequence design: A surveyOpenAlexPaperYiheng Zhu, Zitai Kong et al.Jul 3
004Geometric-structural multi-label learning for non-invasive prediction of breast cancer biomarkersOpenAlexPaperRazieh Sheikhpour, Shokouh Taghipour Zahir et al.Jul 2
005Decoding the molecular memory of obesity using machine learning and microRNA dynamicsOpenAlexPaperGaetano Santulli, Urna Kanskar et al.Jul 1
006REDEFINING CANCER CLASSIFICATION THROUGH AN OPTIMIZED DEEP NEURAL NETWORK FRAMEWORK USING GENE EXPRESSION DATAOpenAlexPaperProf. M. K. Deshmukh, Payal S. HageJul 1
007Artificial Intelligence and Machine Learning in Modern Life Science ResearchOpenAlexPaperRanjanaJun 30
008Artificial Intelligence and Machine Learning in Modern Life Science ResearchOpenAlexPaperRanjanaJun 30
009Decoding Breast Cancer: Unleashing RNA-Seq Insights with Advanced Deep Learning and Modified WOAOpenAlexPaperPreetam Suman, Pradeep Kumar Mishra et al.Jun 30
010Improved Knowledge-Based Reinforcement Learning in DBN Model with Significant Biomarker for Cervical Cancer Detection and ClassificationOpenAlexPaperS. Nandhinieswari, Dr.A. IndumathiJun 30
011A Comprehensive Guidebook for Tumor Classification Using Computational IntelligenceOpenAlexPaperSarah Gupta, Srishti Kulshreshtha et al.Jun 23
012TACDAR: Tetra Alzheimer Disease Classification via Dilated Coordinate Attention Based RegNetOpenAlexPaperN. Geetha, S. Priya et al.Jun 20
013Neural Machine Translation of Balinese-Indonesian Using T5 Architecture with QLoRA OptimizationOpenAlexPaperLeonard Kumaro, I Gusti Ngurah Lanang Wijayakusuma et al.Jun 17
014Can Graph Neural Networks Understand Chemical Elements?OpenAlexPaperVictor Kyllesbech, David A. Poole et al.Jun 16
015EECFS: Efficient Ensemble Causal Feature Selection for High-Dimensional Molecular DataOpenAlexPaperChen Ye, Ziheng Hong et al.Jun 16
016GnnDebugger: GNN based error correction in De Bruijn GraphsOpenAlexPaperMarijo Simunovic, Lovro Vrček et al.Jun 16
017<p>Evaluation metrics of the deep transfer learning–based ANN model for classification of estrogen receptor (ER) status.</p>OpenAlexPaperParisa Shahnazari, Kaveh Kavousi et al.Jun 15
018AI in Drug Discovery, Development, and DiagnosticsOpenAlexPaperMayowa Agbi, Samuel Adeniyi Oyegbade et al.Jun 9
019Gen Ekspresyonları ile Hastalık Arasındaki İlişkiyi Pi Algoritmasını Kullanarak BelirlemeOpenAlexPaperMurat DemirJun 9
020Explainable deep learning for multi-cancer classification using RNA-seq data: Integrating CNN models with SHAP-based interpretabilityOpenAlexPaperNoof Saleh, Felwa Abukhodair et al.Jun 2
021Modeling of Non-Specific Liver Biomarkers for the Early Screening of Ovarian CancerOpenAlexPaperPrasenjit Kundu, Sayani Ghosh et al.May 29
022An Efficient Stacked Lstm-Rnn Model for Predicting Atc Codes in Pharmaceutical Research and Drug Delivery SystemsOpenAlexPaperD. Geetha, M. Sunil Kumar et al.May 23
023Explainable AI for the Prediction of Anticancer Drug Resistance Mechanisms in Human CancersOpenAlexPaperSani LawalMay 23
024Hyperparameter Optimization and Performance Evaluation of a 1D-CNN Model for CSAT Biology I Problem ClassificationOpenAlexPaperHa-Yoon Song, Hyeon-Seop ShimMay 20
025Genesis Allosteric Predictor v3: Unified Sequence-Geometric-Dynamic Architecture with ESM2 IntegrationOpenAlexPaperYao-Kai KaoMay 15
026Genesis Allosteric Predictor v3: Unified Sequence-Geometric-Dynamic Architecture with ESM2 IntegrationOpenAlexPaperYao-Kai KaoMay 15
027Machine Learning Applications in Bioanalytical Data Interpretation: A Computational ApproachOpenAlexPaperDr. Ashish Tiwari, Dr. Asma Rani et al.May 13
028Multimodal fusion prediction of non-small cell lung cancer gene mutations based on multiple instance learningOpenAlexPaperLingjiang Deng, Qiyun TianMay 13
029Multi-Objective Bayesian Optimization of XGBoost for Imbalanced Molecular Classification Using RDKit DescriptorsOpenAlexPaperAhmad Al Athamneh, Mahmoud E. Farfoura et al.May 12
030Interpretable Weakly Supervised Learning with Incomplete DataOpenAlexPaperAvinash YaganapuMay 11
031A Hybrid FT-TRF Approach for Diabetes-related Compound IdentificationOpenAlexPaperJianlong Yao, Bin Yang et al.May 10
032An Integrated Parallel Computing and Metabolic Biomarker Framework for Enhanced Prediction of Type 2 Diabetes and Insulin ResistanceOpenAlexPaperMina Gholami, Mohammad Mahdi Gorzin et al.May 10
033Multi-task Deep Learning for the Multi-label Prediction of Neurodegenerative DiseasesOpenAlexPaperThomas Borsani, Giuseppe Nicosia et al.May 8
034GluPatchNet: A Channel-Mixed and decomposition-based blood glucose prediction scheme for mitigating CGM time delayOpenAlexPaperSu-Jin Kim, Sungho Kim et al.May 4
035Multilingual Natural Language Processing for Alzheimer’s Disease Detection: A Scoping Review of Datasets, Modeling Approaches, and Research Opportunities (Preprint)OpenAlexPaperShahla Farzana, Pardis Ranjbar-Noiey et al.May 4
036Machine Learning-Driven Prediction of Liver Enzyme Abnormalities in Type 2 Diabetes MellitusOpenAlexPaperC. Iyyappan, R. LathaApr 30
037Algorithm-Level Data-Guided Correction for Class Imbalance in Biological Machine Learning Predictions: Protein Interactions as a CaseOpenAlexPaperEbrahim Barzegari, Parviz AbdolmalekiApr 27
038Machine learning techniques in biomedical data analysis: A scoping review of biostatistical perspectivesOpenAlexPaperA. Usha, Noel George et al.Apr 17
039Research on SPWGAN Generative Enhancement Method Based on Imbalanced Tool DataOpenAlexPaperXin Fang, Hui MaApr 17
040MuDPK: Knowledge Distillation With Multi-Granularity and Dynamic Priors for Graph ClassificationOpenAlexPaperBaohang Wei, Yue WangApr 16
041A Calibrated Multi-Task Ensemble Architecture for Biomedical Risk PredictionOpenAlexPaperZhainagul Khamitova, Gulmira Omarova et al.Apr 15
042DWPL-GCNMF: Structure-Aware Dynamic Weighted Pseudo-Label Learning for Adverse Drug Reaction PredictionOpenAlexPaperHailin Chen, Kangkang LuoApr 10
043Synthetic Data Augmentation for Imbalanced Tabular Protein Subcellular Localization: A Comparative Study of SMOTE, CTGAN, TVAE, and TabDDPM MethodsOpenAlexPaperAli Fatih Gündüz, Canan Batur ŞahinApr 9
044Deep Residual Learning for Robust Pharmaceutical Drug and Vitamin Recognition using Fine-Tuned ResNet50OpenAlexPaperG. Sunil, Tushar Sharma et al.Apr 8
045haofanyin/PBMC: PBMC DNA methylationOpenAlexPaperhaofanyinApr 7
046haofanyin/PBMC: PBMC DNA methylationOpenAlexPaperhaofanyinApr 7
047Exploring AI Trends in Molecular and Cell Biology: A 10-Year Bibliometric Analysis (2015-2024)OpenAlexPaperSailendra Malik, Sukumar MandalApr 6
048Exploring AI Trends in Molecular and Cell Biology: A 10-Year Bibliometric Analysis (2015-2024)OpenAlexPaperSailendra Malik, Sukumar MandalApr 6
049Task Relatedness and Calibration Benefits in Multi-Task Learning for Antimicrobial Resistance PredictionOpenAlexPaperFan Mo, Yuanhong Xu et al.Apr 4
050Bayesian optimized Hilbert-Huang GenoMap SVM drift classifier for adaptive PQD classificationOpenAlexPaperR. Shilpa, P. S. PuttaswamyApr 2
051Data Note (日本語): 神経可塑性 Indicators via モバイルアプリ の Post-COVID リハビリテーションOpenAlexPaperJuan Moisés de la SernaApr 2
052MODELE D’APPRENTISSAGE PAR ENSEMBLE BASE SUR LE DOUBLE STACKING POUR LA PREDICTION DU SYNDROME METABOLIQUEOpenAlexPaperChristophe FUMUMUIKI MASENZI, Glad LUFIMPU MAMPUYA et al.Apr 2
053Multi-Seed Ensemble of Graph Attention Networks and Gradient Boosting for pIC50 Prediction: An Honest Out-of-Fold Benchmark on ChEMBL DataOpenAlexPaperIgor Merlini-ActarusLabApr 1
054Biological Memory Models and Their AI AnaloguesOpenAlexPaperOleh IvchenkoMar 31
055Biological Memory Models and Their AI AnaloguesOpenAlexPaperOleh IvchenkoMar 31
056HCRHE-NET: HIGH-CONFIDENCE RESIDUAL HYBRID ENSEMBLE NETWORK FOR BREAST CANCER DETECTION FROM TCGA-BRCA DNA METHYLATION DATAOpenAlexPaperN. GOMATHI HEMALATHA DMar 31
057HCRHE-NET: HIGH-CONFIDENCE RESIDUAL HYBRID ENSEMBLE NETWORK FOR BREAST CANCER DETECTION FROM TCGA-BRCA DNA METHYLATION DATAOpenAlexPaperN. GOMATHI HEMALATHA DMar 31
058Deep learning scans for selective sweeps using RAiSD-AIOpenAlexPaperNikolaos Alachiotis, Prodromos Char. Papadopoulos et al.Mar 30
059Data Note (日本語): 神経可塑性 Indicators via モバイルアプリ の Post-COVID リハビリテーションOpenAlexPaperJuan Moisés de la SernaMar 29
060DUSeg: A Lightweight Cascaded Dual-U Network with Multi-Receptive Field for SegmentationOpenAlexPaperLexin Song, Doudou SiMar 27

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