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MS

Marcel Schulz

Professor · Goethe Frankfurt

hessian.AI
Computational biologyMachine learningTranscriptomeArtificial neural networkDecoding methodsDifferential (mechanical device)
10
papers in the register
243
works on openalex
35
h-index
10,551
citations
93
i10-index
sourced · openalex bibliometrics

papers in the register

  1. RANKOR: Direct Drug Prioritization from Bulk and Single-Cell Transcriptomic Signatures
    bioRxiv (Cold Spring Harbor Laboratory) · 2026
    PrioritizationComputer scienceTranscriptomeComputational biology
  2. Hierarchical Representation Learning for Drug Mechanism-of-Action Prediction from Gene Expression Data
    bioRxiv (Cold Spring Harbor Laboratory) · 2026
    InterpretabilityArtificial intelligenceRepresentation (politics)Computer science
  3. Decoding heart failure subtypes with neural networks via differential explanation analysis
    bioRxiv (Cold Spring Harbor Laboratory) · 2025
    Decoding methodsDifferential (mechanical device)Artificial neural networkComputer science
  4. RANKOR: A Machine Learning Model for Drug Repurposing on Individual-Level Single Cell Data
    2025
    RepurposingComputer scienceDrug repositioningMachine learning
  5. Quantifying Components in a Model Vaccine with Machine-Learning-Augmented Raman Spectroscopy
    Analytical Chemistry · 2025
    DeconvolutionAutoencoderRaman spectroscopyBiological system
  6. Predicting gene-specific regulation with transcriptomic and epigenetic single-cell data
    Bioinformatics · 2025
    Computational biologyComputer scienceEpigeneticsGene expression
  7. Harnessing machine learning models for epigenome to transcriptome association studies
    bioRxiv (Cold Spring Harbor Laboratory) · 2025
    EpigenomeTranscriptomeAssociation (psychology)Computer science
  8. Decoding heart failure subtypes with neural networks via differential explanation analysis
    Briefings in Bioinformatics · 2025
    Computer scienceTranscriptomeArtificial intelligenceArtificial neural network
  9. An AI-based cell segmentation pipeline for studying immune markers from brightfield microscopy images
    Research Square · 2024
    SegmentationPipeline (software)Artificial intelligenceMicroscopy
  10. Epigenetic control of metabolic identity across cell types
    bioRxiv (Cold Spring Harbor Laboratory) · 2024
    EpigeneticsIdentity (music)Control (management)Metabolic control analysis

Profile built from publicly available sources (OpenAlex, arXiv; origin per Art. 14 GDPR). Corrections or removal · aisr@hessian.ai