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Debdoot Sheet

As seen in: Nature, arXiv
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Articles by Debdoot Sheet

Reporting and data systems for laparoscopic cholecystectomy with findings of a user adoption survey

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By Riya Agrawal, Utpal De, Partha P. Chakrabarti, Debdoot Sheet, Raviteja Sista, Hitesh Bisht, Saquib Hossain
| Nature Verified
Abstract Laparoscopic Cholecystectomy (LC) is the gold standard operation for symptomatic cholelithiasis with high incidence (7.5%) and complication (2%) rates. Pre-/intra-/post-intervention information in the form of multimodal data is recorded in various unstructured formats across different centres. The need to archive and retrieve them across centres motivates the need for the development of standardized Reporting And Data Systems (RADS).
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[2403.06089] Knowledge Distillation of Convolutional Neural Networks through Feature Map Transformation using Decision Trees

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By Debdoot Sheet
| arXiv
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[2307.01524] Exploiting Richness of Learned Compressed Representation of Images for Semantic Segmentation

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By Rakshith Sathish, Ramanathan Sethuraman, Debdoot Sheet
| arXiv
[Submitted on 4 Jul 2023 ( v1 ), last revised 27 Jul 2023 (this version, v2)] Title:Exploiting Richness of Learned Compressed Representation of Images for Semantic Segmentation Download a PDF of the paper titled Exploiting Richness of Learned Compressed Representation of Images for Semantic Segmentation, by Ravi Kakaiya and 2 other authors Download PDF Abstract: Autonomous vehicles and Advanced Driving Assistance Systems (ADAS) have the potential to radically change the way we travel.
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