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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