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@monk1337
Created October 4, 2023 19:46
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Top Row Filters:
1. Tasks: This would list the general tasks that AI models and datasets in the life sciences and medical domains tend to address.
2. Sizes: Size of datasets or models.
3. Sources: Where the data/model originates from (e.g., Kaggle, Huggingface, research institutions).
4. Modalities: Data types like images (X-rays, MRIs), sequences (genomic data), texts (medical records), etc.
5. Licenses: Open source, proprietary, etc.
6. Other: Miscellaneous filters that might not fit into the other categories.
1) Medical Imaging:
- X-ray Analysis
- MRI Analysis
- CT Scan Analysis
- PET Scan Analysis
- Ultrasound Analysis
- Endoscopy Image Analysis
- Image Segmentation
- Tumor Detection
2) Genomics & Bioinformatics:
- DNA Sequencing Analysis
- RNA Sequencing Analysis
- Protein Sequencing Analysis
- Gene Expression Analysis
- Protein Interaction Networks
- Metabolic Pathway Analysis
- Genome-Wide Association Studies
3) Clinical Data Analysis:
- Electronic Health Records (EHR) Analysis
- Clinical Note Extraction
- Lab Test Result Interpretation
- Predictive Modeling (e.g., disease risk)
4) Audio & Acoustic Analysis:
- Cough Sound Analysis
- Breath Sound Analysis
- Heartbeat Sound Analysis
- Speech & Voice Analysis
5) Wearables & IoT Devices:
- Heart Rate Analysis
- Sleep Pattern Analysis
- Blood Glucose Monitoring
- Activity Monitoring
6) Graph Data Analysis:
- Protein Interaction Networks
- Neural Connectivity Analysis
- Contact Tracing & Disease Spread Networks
7) Textual & NLP:
- Medical Literature Analysis
- Patient Feedback Analysis
- Medical Chatbots
- Clinical Trial Reports Analysis
8) Tabular Data Analysis:
- Patient Demographics
- Drug Prescription Analysis
- Vaccine Distribution Analysis
- Clinical Trial Data
9) Time Series Analysis:
- ECG Monitoring
- Pulse Oximetry Analysis
- Vital Signs Monitoring
10) Video Analysis:
- Movement or Gait Analysis
- Behavioral Analysis
- Surgical Procedure Analysis
11) Pathological & Microscopy:
- Histopathology Slide Analysis
- Cytology Slide Analysis
- Microbial Identification
12) Drug Discovery & Pharmacology:
- Molecular Docking
- Drug Repurposing Analysis
- Toxicology Prediction
- Drug-Drug Interaction Analysis
13) Epidemiology & Public Health:
- Disease Spread Modeling
- Health Behavior Analysis
- Vaccine Efficacy Studies
- Population Health Studies
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