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Single-cell classification, analysis, and its application using deep learning techniques

Single-cell analysis (SCA) improves the detection of cancer, the immune system, and chronic diseases from complicated biological processes. SCA techniques generate high-dimensional, innovative, and complex data, making traditional analysis difficult and impractical. In the different cell types, conv...

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Bibliographic Details
Main Authors: Narayanamurthy, Vigneswaran, R. Premkumar, K.G. Harini Devi, Deepika M, Gaayathry E, Srinivasan, Arthi, Jadhav, Pramod, Shankar, Futane Abhishek
Format: Article
Language:English
Published: Elsevier Ireland Ltd 2024
Online Access:http://eprints.utem.edu.my/id/eprint/27478/2/0263114052024104841.PDF
http://eprints.utem.edu.my/id/eprint/27478/
https://pdf.sciencedirectassets.com/271079/1-s2.0-S0303264724X00027/1-s2.0-S0303264724000273/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEJH%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJIMEYCIQDFGjeWPAdjib%2BGkd5G5mX4lR2jsd%2FpiciRaXffQnqlHwIhALRxjNlN4B86GHC6XM3TFiEm7%2FIe%2FM6J72KE8h74TupsKrMFCDoQBRoMMDU5MDAzNTQ2ODY1IgwQH2Zh5YKTcAS0VxYqkAVZtn1s%2FoX5WeQFKKMNgc%2BxQAKAiAH7J%2FzvC7LvKnGdj%2Bs%2BTaOaFh60SQ1nppgavX%2F0SZ%2FGcmmtLmaWpAkJPDW1SOYRTGl0PaVUPB1LWXfx3%2BACiIMnT833Y3FBHSy8%2BXJjMGk%2BKUrFAsWyoPLU4avzIksyKg3bkgVwZ9KYXePmXcJu3%2FB7eIdeoxfhu903I7I2JLquS5CFuCxX7oDp5OdHklsTaX0cbIMedli0am4viJjgrB9DyjnA%2BQoH9E1SJsEdgflRgIcOGZqOr4EMz42PrZGI80Pfj7d4ShWaI%2FI7mU%2Fv4axvPH2BALoYz0VRHuwU10IgxnA2%2B2EHbgpxLPgENUdmLxHq5K1rcZp48lvpGJzA8gzjd1jsIl8xnHKV4YXr%2BwXeq3Cw%2FdDrXBIiKvXVE3DtrEmhlGyZ6To7EPb8FQQabLhKEbVF%2BEI2yvcZJzYR%2F%2Bv%2BSMbjYUuM%2B0ZtE1pqKFKapuJvlJNRC98fzemu5oe51tANHfai2o8y7JnRDJ6WkwYU7SO8P2HipnPD2Rx6utq1GgW2TjSvv3GkrSnCKRJ6UgpyJUTnXUU3kYFcck1%2FL4o9f0SQuMDYkL%2BwcRtAdIQidwt39AqLy6oMjVBPwvPl1r7q0Q%2BTJtUNaFoUZXZDs5T3mhwdRUDX0ABTJVkGLReWeOHYRotzugiNQ56ZE18dWLPfI0WRmEbIcsdjrtYg7fF%2BLu4nd9nhh9j%2FDyuJF81dBGSUPZS8xjWuZRCGqtIDVcrKyNOH0k%2BKS1l5xidYcMZrmwqlyuTe%2F%2FKrUpHEnbKaxZvw8sSpRW%2FNunsGpgczfwvSvyzUlFCbBGKElQUb5DHtBjAS1RtKIeWa5hjdenhMCqTpPqyCnICX2n7IgDCk%2F82zBjqwAQIVm3dTIx2jazetf3tBxQinsLM30s%2BtcuxAXw%2F9mfPyUyZVLlFiEogK5Jj3jOf%2BAj19ubbd9HTz%2BxGjQcLJuByoR6qSxBZUbnPYlOsIfkG0cFbaTZbDgBny6XyoUPjSvrmhTFUtkZw28p70aMaEeglzkVKHM3Y4BYqKoGMCQkfWITGbZf20QtNaKQflorToskdMDZpCyBoiHKQR26eUKdThHIuVWe5KNX4JRmdZi6Dd&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20240620T022110Z&X-Amz-SignedHeaders=host&X-Amz-Expires=300&X-Amz-Credential=ASIAQ3PHCVTY6K5FLZVQ%2F20240620%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=0f6d9e4ba70ef0f0ac6c4077a9a423efe81cc17727ef8f67b706bb80c46b7e44&hash=80b4158bc0cb1eac55821e8c9f26ca4b9f99be664eaf43a249b9452fd9a9f395&host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&pii=S0303264724000273&tid=spdf-608e4a8d-d0c8-4ff8-99fe-67c546a4a486&sid=a4e42670972a454c3659d888e3beef2c9b85gxrqb&type=client&tsoh=d3d3LnNjaWVuY2VkaXJlY3QuY29t&ua=031c575f58565b5d05&rr=896848a15c6413e5&cc=my
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http://eprints.utem.edu.my/id/eprint/27478/2/0263114052024104841.PDF
http://eprints.utem.edu.my/id/eprint/27478/
https://pdf.sciencedirectassets.com/271079/1-s2.0-S0303264724X00027/1-s2.0-S0303264724000273/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEJH%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJIMEYCIQDFGjeWPAdjib%2BGkd5G5mX4lR2jsd%2FpiciRaXffQnqlHwIhALRxjNlN4B86GHC6XM3TFiEm7%2FIe%2FM6J72KE8h74TupsKrMFCDoQBRoMMDU5MDAzNTQ2ODY1IgwQH2Zh5YKTcAS0VxYqkAVZtn1s%2FoX5WeQFKKMNgc%2BxQAKAiAH7J%2FzvC7LvKnGdj%2Bs%2BTaOaFh60SQ1nppgavX%2F0SZ%2FGcmmtLmaWpAkJPDW1SOYRTGl0PaVUPB1LWXfx3%2BACiIMnT833Y3FBHSy8%2BXJjMGk%2BKUrFAsWyoPLU4avzIksyKg3bkgVwZ9KYXePmXcJu3%2FB7eIdeoxfhu903I7I2JLquS5CFuCxX7oDp5OdHklsTaX0cbIMedli0am4viJjgrB9DyjnA%2BQoH9E1SJsEdgflRgIcOGZqOr4EMz42PrZGI80Pfj7d4ShWaI%2FI7mU%2Fv4axvPH2BALoYz0VRHuwU10IgxnA2%2B2EHbgpxLPgENUdmLxHq5K1rcZp48lvpGJzA8gzjd1jsIl8xnHKV4YXr%2BwXeq3Cw%2FdDrXBIiKvXVE3DtrEmhlGyZ6To7EPb8FQQabLhKEbVF%2BEI2yvcZJzYR%2F%2Bv%2BSMbjYUuM%2B0ZtE1pqKFKapuJvlJNRC98fzemu5oe51tANHfai2o8y7JnRDJ6WkwYU7SO8P2HipnPD2Rx6utq1GgW2TjSvv3GkrSnCKRJ6UgpyJUTnXUU3kYFcck1%2FL4o9f0SQuMDYkL%2BwcRtAdIQidwt39AqLy6oMjVBPwvPl1r7q0Q%2BTJtUNaFoUZXZDs5T3mhwdRUDX0ABTJVkGLReWeOHYRotzugiNQ56ZE18dWLPfI0WRmEbIcsdjrtYg7fF%2BLu4nd9nhh9j%2FDyuJF81dBGSUPZS8xjWuZRCGqtIDVcrKyNOH0k%2BKS1l5xidYcMZrmwqlyuTe%2F%2FKrUpHEnbKaxZvw8sSpRW%2FNunsGpgczfwvSvyzUlFCbBGKElQUb5DHtBjAS1RtKIeWa5hjdenhMCqTpPqyCnICX2n7IgDCk%2F82zBjqwAQIVm3dTIx2jazetf3tBxQinsLM30s%2BtcuxAXw%2F9mfPyUyZVLlFiEogK5Jj3jOf%2BAj19ubbd9HTz%2BxGjQcLJuByoR6qSxBZUbnPYlOsIfkG0cFbaTZbDgBny6XyoUPjSvrmhTFUtkZw28p70aMaEeglzkVKHM3Y4BYqKoGMCQkfWITGbZf20QtNaKQflorToskdMDZpCyBoiHKQR26eUKdThHIuVWe5KNX4JRmdZi6Dd&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20240620T022110Z&X-Amz-SignedHeaders=host&X-Amz-Expires=300&X-Amz-Credential=ASIAQ3PHCVTY6K5FLZVQ%2F20240620%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=0f6d9e4ba70ef0f0ac6c4077a9a423efe81cc17727ef8f67b706bb80c46b7e44&hash=80b4158bc0cb1eac55821e8c9f26ca4b9f99be664eaf43a249b9452fd9a9f395&host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&pii=S0303264724000273&tid=spdf-608e4a8d-d0c8-4ff8-99fe-67c546a4a486&sid=a4e42670972a454c3659d888e3beef2c9b85gxrqb&type=client&tsoh=d3d3LnNjaWVuY2VkaXJlY3QuY29t&ua=031c575f58565b5d05&rr=896848a15c6413e5&cc=my

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