Ashish Patel 🇮🇳’s Post

Day-99 Computer Vision Learning 3𝗗 𝗨-𝗡𝗲𝘁+𝗥𝗲𝘀𝗡𝗲𝘁 — Volumetric Convolutions + Long & Short Residual Connections (Biomedical Image Segmentation) Follow me for similar post : 🇮🇳 Ashish Patel Interesting Facts : 🔸 This is a paper in 2017 AAAI with over 220 citations. 🔸 Outperforms V-Net-like Network ------------------------------------------------------------------- 𝗔𝗺𝗮𝘇𝗶𝗻𝗴 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 : https://lnkd.in/eX8PmCu ------------------------------------------------------------------- 𝗜𝗠𝗣𝗢𝗥𝗧𝗔𝗡𝗖𝗘 🔸First, different MR images have global inter-scan variability and intra-scan intensity variation due to different MR scanning protocols, such as with/without endorectal coil. 🔸Second, the lack of clear prostate boundaries due to similar appearance of prostate and surrounding tissues. 🔸Third, prostate has a wide variation in size and shape among different subjects due to pathological changes or different resolutions of images. #computervision #artificialintelligence #deeplearning