31. "We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning
    2024/03/25 by Shreya Shankar, Rolando Garcia, Joseph L. Hellerstein +3 · 2 voices · 7 citations
    Computer Science · Decision Sciences · Engineering · Social Sciences · #Business #Computer science #Database #Economics #Engineering #Engineering management #Ethics and Social Impacts of AI #Knowledge management #Mobile Crowdsensing and Crowdsourcing #Operationalization #Process management #Product (mathematics) #Production (economics) #Scientific Computing and Data Management #Software deployment #Software engineering #Work (physics) #Workflow
32. Comprehensive Overview of Bottom-up Proteomics using Mass Spectrometry
    2023/11/13 by Yuming Jiang, Jiang, Yuming, Devasahayam Arokia Balaya Rex +36 · 3 voices · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · #Advanced Proteomics Techniques and Applications #Biochemistry #Bioinformatics #Biology #Bottom-up proteomics #Chemistry #Chromatography #Computational biology #Computer science #Identification (biology) #Mass Spectrometry Techniques and Applications #Mass spectrometry #Metabolomics and Mass Spectrometry Studies #Protein mass spectrometry #Proteome #Proteomics #Quantitative proteomics #Shotgun proteomics #Tandem mass spectrometry #Workflow #q-bio.QM
33. Hybrid Edge-Cloud Collaborator Resource Scheduling Approach Based on Deep Reinforcement Learning and Multiobjective Optimization
    2023/11/02 by Jiangjiang Zhang, Zhenhu Ning, Muhammad Waqas +3 · 3 citations
    Computer Science · Engineering · #Artificial intelligence #Cloud Computing and Resource Management #Cloud computing #Computer science #Database #Digital Transformation in Industry #Distributed computing #IoT and Edge/Fog Computing #Machine learning #Markov decision process #Markov process #Mathematical optimization #Multi-objective optimization #Pareto principle #Reinforcement learning #Scheduling (production processes) #Workflow
34. Julia as a unifying end-to-end workflow language on the Frontier exascale system
    2023/09/19 by William F. Godoy, Pedro Valero-Lara, Pedro Valero‐Lara +5 · 2 voices · 1 citation
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Computational science #Computer science #Database #Distributed and Parallel Computing Systems #Kernel (algebra) #Operating system #Parallel computing #Scientific Computing and Data Management #Stencil #Supercomputer #Workflow
35. Visual modalities-based multimodal fusion for surgical phase recognition
    2023/09/09 by Bogyu Park, Hyeongyu Chi, Bokyung Park +6 · 4 citations
    Computer Science · Engineering · Medicine · #Advanced Image and Video Retrieval Techniques #Artificial intelligence #Computer science #Computer vision #Convolutional neural network #Index (typography) #Kinematics #Modalities #Modality (human–computer interaction) #Robotics and Sensor-Based Localization #Surgical Simulation and Training #Workflow
36. An Autoethnographic Exploration of XAI in Algorithmic Composition
    2023/08/11 by Ashley Noel-Hirst, Nick Bryan–Kinns, Noel-Hirst, Ashley +1 · 1 citation
    Computer Science · Engineering · #Appropriation #Artificial Intelligence (cs.AI) #Artificial intelligence #Composition (language) #Computer science #Engineering #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Generative grammar #Generative model #Human-Computer Interaction (cs.HC) #Linguistics #MIDI #Music Technology and Sound Studies #Music and Audio Processing #Philosophy #Range (aeronautics) #Sound (cs.SD) #Workflow
37. MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
    2023/08/01 by Sirui Hong, Hong, Sirui, Mingchen Zhuge +27 · 3 voices · 542 citations
    Computer Science · #Chaining #Computer science #Database #Domain (mathematical analysis) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Programming language #Software engineering #Speech and dialogue systems #Workflow
38. MyCrunchGPT: A chatGPT assisted framework for scientific machine learning
    2023/06/27 by Varun Kumar, Kumar, Varun, Leonard Gleyzer +7 · 1 voice · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #Airfoil #Artificial intelligence #Computational mechanics #Computer science #Data science #Database #Engineering #Fluid mechanics #Focus (optics) #Human–computer interaction #Interface (matter) #Lattice Boltzmann Simulation Studies #Machine Learning and Data Classification #Model Reduction and Neural Networks #Software engineering #Workflow #cs.CL #cs.LG #physics.soc-ph
39. Machine Learning in Laboratory Medicine: Recommendations of the IFCC Working Group
    2023/05/25 by Stephen R. Master, Stephen R Master, Tony Badrick +3 · 8 citations
    Engineering · Medicine · #Artificial Intelligence in Healthcare and Education #Artificial intelligence #Best practice #Clinical Laboratory Practices and Quality Control #Computer science #Engineering #Machine learning #Medical laboratory #Medicine #Pathology #Quality (philosophy) #Sepsis Diagnosis and Treatment #Work (physics) #Workflow
40. A workflow for the creation of photorealistic 3D cadaveric models using photogrammetry
    2023/04/07 by Morgan Titmus, Gary Whittaker, Gary R. Whittaker +9 · 7 citations
    Computer Science · Engineering · Medicine · #3d model #Anatomy #Anatomy and Medical Technology #Artificial intelligence #Augmented Reality Applications #Cadaveric spasm #Computer graphics (images) #Computer science #Computer vision #Database #Engineering #Engineering drawing #Medicine #Photogrammetry #Surgical Simulation and Training #Workflow
41. sgsR: a structurally guided sampling toolbox for LiDAR-based forest inventories
    2023/02/06 by Tristan R.H. Goodbody, Tristan R H Goodbody, Nicholas C Coops +18 · 4 citations
    Agricultural and Biological Sciences · Environmental Science · Mathematics · #Computer science #Data mining #Database #Environmental science #Forest Ecology and Biodiversity Studies #Forest ecology and management #Forest inventory #Forest management #Key (lock) #Mathematics #Plot (graphics) #Remote Sensing and LiDAR Applications #Sample (material) #Sampling (signal processing) #Sampling design #Statistics #Toolbox #Workflow
42. Neurosymbolic Programming for Science
    2022/10/10 by Jennifer J. Sun, Megan Tjandrasuwita, Sun, Jennifer J. +11 · 2 voices · 1 citation
    Computer Science · Mathematics · Neuroscience · #Artificial intelligence #Cognitive science #Computer science #Context (archaeology) #Data science #Domain (mathematical analysis) #Epistemology #Evolutionary Algorithms and Applications #Mathematics #Natural science #Neural dynamics and brain function #Reinforcement Learning in Robotics #Scientific discovery #Workflow
43. Fairness Testing: A Comprehensive Survey and Analysis of Trends
    2022/07/20 by Zhenpeng Chen, Jie M. Zhang, Chen, Zhenpeng +7 · 24 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computer science #Data science #Database #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Field (mathematics) #Political science #Realm #Software #Software Engineering (cs.SE) #Software engineering #Software testing #Test (biology) #Workflow
44. COVID-19 and Mass Media Education: An Evaluation of the Transition from Brick-and-Mortar Learning to Virtual Space
    2022/05/19 by Jacob Nyarko, Michael Yao Wodui Serwornoo · 1 citation
    Computer Science · Social Sciences · Psychology · Medicine · #Online Learning and Analytics #Online and Blended Learning #Virtual Reality Applications and Impacts #Brick and mortar #Space (punctuation) #Virtual learning environment #Workflow #Coronavirus disease 2019 (COVID-19) #Transition (genetics) #E learning #Mathematics education #Diffusion of innovations #Blended learning #Sociology #Knowledge management #Computer science #Multimedia #Pedagogy #Psychology #Educational technology #World Wide Web #The Internet #Medicine
45. Human Factors Integration in Robotic Surgery
    2022/03/05 by Ken Catchpole, Tara Cohen, Myrtede Alfred +7 · 12 citations
    Engineering · Health Professions · Medicine · #Artificial intelligence #Computer science #Engineering #Health care #Healthcare Technology and Patient Monitoring #Patient Safety and Medication Errors #Patient safety #Process management #Quality (philosophy) #Robot #Robotic surgery #Surgical Simulation and Training #Workflow #Workload #Workspace
46. Transparency of deep neural networks for medical image analysis: A review of interpretability methods
    2021/12/04 by Zohaib Salahuddin, Henry C. Woodruff, Avishek Chatterjee +1 · 52 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Artificial intelligence #Artificial neural network #Black box #Computer science #Computer security #Data science #Deep learning #Deep neural networks #Explainable Artificial Intelligence (XAI) #Interpretability #Machine learning #Radiomics and Machine Learning in Medical Imaging #Transparency (behavior) #Workflow
47. Systematic workflow for studying domain contributions of bispecific antibodies to selectivity in multimodal chromatography
    2021/10/23 by Siddharth S. Parasnavis, Ben Niu, Matthew T. Aspelund +6 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Chemistry · Mathematics · Medicine · #Analytical Chemistry and Chromatography #Antibody #Biochemistry #Biology #Bispecific antibody #Chemistry #Chromatography #Computational biology #Computer science #Database #Domain (mathematical analysis) #Immunology #Mathematics #Monoclonal and Polyclonal Antibodies Research #Monoclonal antibody #Protein purification and stability #Selectivity #Workflow
48. Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS
    2021/09/04 by Stephan Gärttner, Gärttner, Stephan, Faruk O. Alpak +7 · 1 citation
    Computer Science · Engineering · #05C21 #68T07 #76D07 #76M10 #76S05 #Algorithm #Artificial intelligence #Computer science #Convolutional neural network #Enhanced Oil Recovery Techniques #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Geology #Geotechnical engineering #Lattice (music) #Lattice Boltzmann Simulation Studies #Lattice Boltzmann methods #Machine Learning (cs.LG) #Mechanics #Numerical Analysis (math.NA) #Permeability (electromagnetism) #Physics #Porosity #Porous medium #Robustness (evolution) #Workflow
49. From Therapeutic Drug Monitoring to Model‐Informed Precision Dosing for Antibiotics
    2021/02/10 by Sebastian G. Wicha, Anne‐Grete Märtson, Elisabet I. Nielsen +6 · 30 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Antibiotics #Antibiotics Pharmacokinetics and Efficacy #Antimicrobial Resistance in Staphylococcus #Bacterial Identification and Susceptibility Testing #Clinical trial #Computer science #Dosing #Drug #Flexibility (engineering) #Intensive care medicine #Internal medicine #Linezolid #Medical physics #Medicine #Pharmacology #Therapeutic drug monitoring #Vancomycin #Workflow
50. Bayesian Workflow
    2020/11/03 by Andrew Gelman, Aki Vehtari, Gelman, Andrew +18 · 5 voices · 40 citations
    Computer Science · Decision Sciences · Mathematics · #Artificial intelligence #Bayesian Modeling and Causal Inference #Bayesian inference #Bayesian probability #Bayesian statistics #Computer science #Context (archaeology) #Data Quality and Management #Data mining #Database #Expert system #Inference #Machine learning #Probabilistic logic #Scientific Computing and Data Management #Subject-matter expert #Troubleshooting #Workflow #stat.ME
51. Overview of artificial intelligence-based applications in radiotherapy: Recommendations for implementation and quality assurance
    2020/09/10 by Liesbeth Vandewinckele, Michaël Claessens, Anna Dinkla +6 · 2 citations
    Engineering · Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #Advanced X-ray and CT Imaging #Applications of artificial intelligence #Artificial intelligence #Automation #Computer science #Engineering #Medical physics #Medicine #Pathology #Quality assurance #Radiomics and Machine Learning in Medical Imaging #Software deployment #Software engineering #Workflow
52. Recent developments in the PySCF program package
    2020/07/09 by Qiming Sun, Xing Zhang, Samragni Banerjee +53 · 226 citations
    Chemical Engineering · Chemistry · Engineering · Materials Science · Physics and Astronomy · #Advanced Chemical Physics Studies #Catalysis and Oxidation Reactions #Chemistry #Computational science #Computer science #Database #Engineering #Machine Learning in Materials Science #Molecule #Programming language #Python (programming language) #Quantum chemistry #Software engineering #Supramolecular chemistry #Systems engineering #Workflow
53. History of artificial intelligence in medicine
    2020/06/18 by Vivek Kaul, Sarah Enslin, Seth A. Gross · 36 citations
    Computer Science · Medicine · #AI in cancer detection #Applications of artificial intelligence #Artificial intelligence #Colorectal Cancer Screening and Detection #Computer science #Deep learning #Machine learning #Medicine #Radiomics and Machine Learning in Medical Imaging #Workflow
54. A Review on Blockchain Technology and Blockchain Projects Fostering Open Science
    2019/11/19 by Stephan Leible, Steffen Schlager, Moritz Schubotz +1 · 2 citations
    Computer Science · Engineering · Decision Sciences · #Blockchain Technology Applications and Security #Innovative Microfluidic and Catalytic Techniques Innovation #Scientific Computing and Data Management #Blockchain #Open research #Workflow #Credibility #Transparency (behavior) #Open science #Computer science #Open innovation #Data science #Traceability #Knowledge management #Business #Political science #World Wide Web #Computer security #Software engineering
55. R-miss-tastic: a unified platform for missing values methods and workflows
    2019/08/13 by Imke Mayer, Aude Sportisse, Mayer, Imke +7 · 6 citations
    Computer Science · Decision Sciences · Mathematics · #Computer science #Data Analysis with R #Database #FOS: Computer and information sciences #Machine learning #Meta-analysis and systematic reviews #Methodology (stat.ME) #Missing data #Statistical Methods and Bayesian Inference #Workflow
56. Papilla management in sub-gingival, interproximal, direct composite restoration: a key step to success
    2019/06/01 by Oliver Bailey, Christopher O’Connor · 9 citations
    Dentistry · Medicine · #Computer science #Dental Implant Techniques and Outcomes #Dentistry #Interdental consonant #Key (lock) #Medicine #Oral microbiology and periodontitis research #Orthodontics #Periodontal Regeneration and Treatments #Workflow
57. Marvin: A Toolkit for Streamlined Access and Visualization of the SDSS-IV MaNGA Data Set
    2018/12/06 by Brian Cherinka, Brett H. Andrews, José Sánchez-Gallego +11 · 23 citations
    Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics and Star Formation Studies #Cyberinfrastructure #Data cube #Data set #Data visualization #Galaxies: Formation, Evolution, Phenomena #Python (programming language) #Set (abstract data type) #Suite #Visualization #Workflow #astro-ph.GA #astro-ph.IM
58. Rhythm Technologies, Workflows, and Convergence Culture in Amateur Hip Hop Beat-Making YouTube Videos
    2018/09/10 by Thomas Brett · 1 citation
    Arts and Humanities · Social Sciences · #Acoustics #Aesthetics #Amateur #Art #Asian Culture and Media Studies #Beat (acoustics) #Computer science #Database #History #Hop (telecommunications) #Multimedia #Music History and Culture #Rhythm #Speech recognition #Telecommunications #Workflow
59. Demonstration of AutoDock as an Educational Tool for Drug Discovery
    2017/02/13 by Travis R. Helgren, Timothy J. Hagen · 11 citations
    Biochemistry, Genetics and Molecular Biology · Chemistry · Computer Science · Medicine · #AutoDock #Biochemistry #Biology #Cancer and biochemical research #Chemistry #Combinatorial chemistry #Computational Drug Discovery Methods #Computational biology #Computer science #Data science #Database #Docking (animal) #Drug discovery #In silico #Medicine #Various Chemistry Research Topics #Workflow
60. Parameterizable consensus connectomes from the Human Connectome Project: the Budapest Reference Connectome Server v3.0
    2016/09/15 by Balázs Szalkai, Csaba Kerepesi, Bálint Varga +1 · 2 citations
    Medicine · Neuroscience · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Biology #Computer science #Connectome #Connectomics #Database #Functional Brain Connectivity Studies #Functional connectivity #Human Connectome Project #Neuroscience #The Internet #Web server #Workflow #World Wide Web

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