Ganesh Bagler
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Indian biologist
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Ganesh Baglerbiology Degrees
Biology
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Systems Biology
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Biotechnology
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Bioinformatics
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Biology
Why Is Ganesh Bagler Influential?
(Suggest an Edit or Addition)According to Wikipedia, Ganesh Bagler is known for his research in computational gastronomy, an emerging data science of food, flavors and health. By blending food with data and computation he has helped establish the foundations of this niche area. Starting with the investigation of food pairing in the Indian cuisine, his lab has contributed to computational gastronomy with studies on culinary fingerprints of world cuisines, culinary evolution, benevolent health impacts of spices, and taste prediction algorithms.
Ganesh Bagler's Published Works
Published Works
- Analysis of the airport network of India as a complex weighted network (2004) (388)
- Network properties of protein structures (2004) (129)
- Assortative mixing in Protein Contact Networks and protein folding kinetics (2007) (125)
- Engineering a thermo-stable superoxide dismutase functional at sub-zero to >50°C, which also tolerates autoclaving (2012) (84)
- Tyrosine- and tryptophan-coated gold nanoparticles inhibit amyloid aggregation of insulin (2015) (77)
- FlavorDB: a database of flavor molecules (2017) (76)
- Analysis of Food Pairing in Regional Cuisines of India (2015) (60)
- Prospecting for Novel Plant-Derived Molecules of Rauvolfia serpentina as Inhibitors of Aldose Reductase, a Potent Drug Target for Diabetes and Its Complications (2013) (47)
- Phytochemica: a platform to explore phytochemicals of medicinal plants (2015) (46)
- BitterSweet: Building machine learning models for predicting the bitter and sweet taste of small molecules (2018) (24)
- Capsaicin inhibits collagen fibril formation and increases the stability of collagen fibers (2015) (23)
- Data-driven analysis of biomedical literature suggests broad-spectrum benefits of culinary herbs and spices (2018) (23)
- Identification of critical regulatory genes in cancer signaling network using controllability analysis (2017) (22)
- SerpentinaDB: a database of plant-derived molecules of Rauvolfia serpentina (2015) (20)
- Control of Neuronal Network in Caenorhabditis elegans (2015) (18)
- RecipeDB: a resource for exploring recipes (2020) (17)
- An Approach for the Identification of Targets Specific to Bone Metastasis Using Cancer Genes Interactome and Gene Ontology Analysis (2011) (16)
- Network controllability analysis of intracellular signalling reveals viruses are actively controlling molecular systems (2019) (15)
- Identification of SRC as a potent drug target for asthma, using an integrative approach of protein interactome analysis and in silico drug discovery. (2012) (14)
- Differential Network Analysis Reveals Evolutionary Complexity in Secondary Metabolism of Rauvolfia serpentina over Catharanthus roseus (2016) (13)
- Identification of key nodes of type 2 diabetes mellitus protein interactome and study of their interactions with phloridzin. (2013) (12)
- Complex Network view of performance and risks on Airport Networks (2008) (9)
- Data-Driven Investigations of Culinary Patterns in Traditional Recipes Across the World (2018) (9)
- A Named Entity Based Approach to Model Recipes (2020) (9)
- A hierarchical anatomical classification schema for prediction of phenotypic side effects (2018) (8)
- Computational Models for the Evolution of World Cuisines (2019) (8)
- Phenotypic side effects prediction by optimizing correlation with chemical and target profiles of drugs. (2015) (7)
- Designing evolvable libraries using multi-body potentials. (2009) (7)
- Re-analysis of protein data reveals the germination pathway and up accumulation mechanism of cell wall hydrolases during the radicle protrusion step of seed germination in Podophyllum hexandrum- a high altitude plant (2015) (6)
- SpiceRx: an integrated resource for the health impacts of culinary spices and herbs (2018) (6)
- Building Hierarchically Disentangled Language Models for Text Generation with Named Entities (2020) (4)
- Network controllability: viruses are driver agents in dynamic molecular systems (2018) (3)
- Hierarchical Clustering of World Cuisines (2020) (3)
- Graph theoretical biomarkers for schizophrenic Brain Functional Networks (2016) (3)
- A distance constrained synaptic plasticity model of C. elegans neuronal network (2016) (3)
- Ratatouille: A tool for Novel Recipe Generation (2022) (2)
- Computational gastronomy: A data science approach to food (2022) (2)
- Controllability of human cancer signaling network (2016) (2)
- Supervised learning of protein thermal stability using sequence mining and distribution statistics of network centrality (2019) (2)
- Nutritional Profile Estimation in Cooking Recipes (2020) (2)
- A Data and Informatics Driven Drug Discovery Framework to Bridge Traditional and Modern Medicine (2015) (2)
- Proteomics Potential and Its Contribution toward Sustainable Agriculture (2014) (2)
- Robust Sigmoidal Control Response of C. elegans Neuronal Network (2017) (1)
- Graph Signal Processing on protein residue networks helps in studying its biophysical properties (2021) (1)
- Protein classification on the basis of thermal stability using supervised learning (2018) (1)
- Object Detection in Indian Food Platters using Transfer Learning with YOLOv4 (2022) (1)
- Machine learning models to predict sweetness of molecules (2022) (1)
- FoodPrint: Computing Carbon Footprint of Recipes (2022) (1)
- Integration of multi-omics datasets in cancer (2017) (1)
- Network controllability analysis of intracellular signalling reveals viruses are actively controlling molecular systems (2019) (0)
- Controllability of complex networks (2017) (0)
- Modeling Protein Contact Networks (2007) (0)
- Capsaicin inhibits collagen fibril formation and increases the stability of collagen fibers (2014) (0)
- Application of pattern mining on data of flavor molecules, their percepts and molecular features (2018) (0)
- Network analysis of neuro-cognitive processes: studying mcgurk effect using EEG data (2019) (0)
- Numerical Study of Variable Lung Ventilation Strategies (2015) (0)
- A novel cross talk of AtRAV1, an ethylene responsive transcription factor with MAP kinases imparts broad spectrum disease resistance in plants (2020) (0)
- List of speakers (2015) (0)
- The Role of Host Migration on Host-Parasite Population Dynamics (0)
- FlavorDB: a database of flavor molecules (2017) (0)
- Data-driven analysis of biomedical literature suggests broad-spectrum benevolence of culinary herbs and spices (2018) (0)
- Tyrosine- and tryptophan-coated gold nanoparticles inhibit amyloid aggregation of insulin (2015) (0)
- Identification of key genes for a complex disease: application of protein interactome and gene ontology analysis for obtaining secondary bone cancer specific targets (2011) (0)
- A generative grammar of cooking (2022) (0)
- Complex Network Models of Protein Structures (2010) (0)
- FlavorDB2: An Updated Database of Flavor Molecules (2022) (0)
- BitterSweet: Building machine learning models for predicting the bitter and sweet taste of small molecules (2019) (0)
- Computational gastronomy: A data science approach to food (2022) (0)
- Classification of Cuisines from Sequentially Structured Recipes (2020) (0)
- RAV1 family members function as transcriptional regulators and play a positive role in plant disease resistance. (2023) (0)
- A Generalized Partial Canonical Correlation Model to Measure Contribution of Individual Drug Features Toward Side Effects Prediction (2020) (0)
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What Schools Are Affiliated With Ganesh Bagler?
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