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Merge pull request #3 from iTidetron/main
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test_protocol_png_insertion
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iTidetron authored Sep 29, 2024
2 parents 4eb4f34 + 574496c commit 2732035
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10 changes: 10 additions & 0 deletions README.md
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# Wiki repoistory for iDEC 2024 | iTidetron







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## Original guidance

(This a temporary README file that needs to be updated before you submit the team wiki. Please stay tuned at [idec.io](https://idec.io) for future relevant announcements.)

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2 changes: 1 addition & 1 deletion docs/documentation/protocols.md
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Expand Up @@ -119,7 +119,7 @@ To develop and validate an advanced deep learning model for predicting bio-funct

| Experiment ID | Objective | Outcome | Figure |
| ------------- | ------------------------------------------- | ------------------------------------------------ | ------ |
| 1 | Develop BiLSTM-based deep learning model | Achieved 94.8% accuracy | 3 |
| 1 | Develop BiLSTM-based deep learning model | Achieved 94.8% accuracy | [3](./experiment_record/Fig1_COMDEL_application.png) |
| 2 | Curate peptide dataset | Compiled 17,572 unique sequences | 1, 4 |
| 3 | Feature extraction for peptides | Used AAC, DPC, and BLOSUM62 embeddings | 1 |
| 4 | AMP prediction validation | 88% accuracy in experimental validation | 5 |
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