Syed Ashar Javed

基本信息

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职业迁徙

个人简介

I’m interested in building products which affect people positively and improve the status quo. I’m particularly excited by machine learning research and its role in solving technical problems which have real world impact.

Some things I deeply value
1. Ambitious problems
2. Technology that changes how society operates
3. Interesting, smart, and authentic people

研究兴趣

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Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images

Syed Javed,Tariq M. Khan,Abdul Qayyum, Hamid Alinejad-Rokny,Arcot Sowmya,Imran Razzak

CoRR (2024)

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Abstract 7402: Foundation AI models predict molecular measurements of tumor purity

Ylaine Gerardin,Daniel Shenker,Jennifer Hipp,Natalia Harguindeguy,Dinkar Juyal,Chintan Shah,Syed Ashar Javed,Marc Thibault,Michael Nercessian,Darpan Sanghavi,Benjamin Trotter,Ryan Leung

Cancer Researchno. 6_Supplement (2024): 7402-7402

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Abstract PO3-07-04: Prediction of PAM50 molecular subtypes from H&E-stained breast cancer specimens using tumor microenvironment features and additive multiple instance learning models

Maria Guramare,Syed Ashar Javed,Christian Kirkup,Dinkar Juyal,Jacqueline Brosnan-Cashman,Victoria Mountain,Ryan Leung,Bahar Rahsepar,John Abel,Amaro Taylor-Weiner,Jake Conway

Cancer Researchno. 9_Supplement (2024): PO3-07

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SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology

Dinkar Juyal,Siddhant Shingi,Syed Ashar Javed,Harshith Padigela,Chintan Shah,Anand Sampat,Archit Khosla,John Abel,Amaro Taylor-Weiner

IEEE/CVF Winter Conference on Applications of Computer Vision（2024）

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Spatial mapping of immunosuppressive cancer-associated fibroblast gene signatures in H&E-stained images using additive multiple instance learning

Miles Markey, Juhyun Kim, Zvi Goldstein,Ylaine Gerardin,Jacqueline Brosnan-Cashman,Syed Ashar Javed,Dinkar Juyal,Harshith Padigela,Limin Yu,Bahar Rahsepar,John Abel,Stephanie Hennek,Archit Khosla,Amaro Taylor-Weiner,Chintan Parmar

biorxiv（2024）

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Region Guided Attention Network for Retinal Vessel Segmentation

Syed Javed,Tariq M. Khan,Abdul Qayyum,Arcot Sowmya,Imran Razzak

CoRR (2024)

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PLUTO: Pathology-Universal Transformer

Dinkar Juyal,Harshith Padigela,Chintan Shah,Daniel Shenker,Natalia Harguindeguy, Yi Liu, Blake Martin,Yibo Zhang,Michael Nercessian,Miles Markey,Isaac Finberg, Kelsey Luu,Daniel Borders,Syed Ashar Javed,Emma Krause,Raymond Biju, Aashish Sood, Allen Ma,Jackson Nyman,John Shamshoian,Guillaume Chhor,Darpan Sanghavi,Marc Thibault,Limin Yu,Fedaa Najdawi, Jennifer A. Hipp,Darren Fahy,Benjamin Glass,Eric Walk,John Abel,Harsha Pokkalla,Andrew H. Beck,Sean Grullon

CoRR (2024)

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Accurate Quantification of Slide-Level HER2 Scores in Breast Cancer Using a Machine-Learning Model, AIM-HER2 Breast Cancer

Zahil Shanis, Ryan Cabeen,Shreya Chakraborty, John Shamshoian, Marc Thibault,Harshith Padigela,Dinkar Juyal,Syed Ashar Javed, William Qian, Juhyun Kim, Beckett Rucker, Jacqueline Brosnan-Cashman,Harsha Pokkalla, Jimish Mehta, Amaro Taylor-Weiner,Ben Glass, Santhosh Balasubramanian

CANCER RESEARCHno. 9 (2024)

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Foundation AI Models Predict Molecular Measurements of Tumor Purity

Ylaine Gerardin, Daniel Shenker, Jennifer Hipp, Natalia Harguindeguy,Dinkar Juyal,Chintan Shah,Syed Ashar Javed, Marc Thibault,Michael Nercessian, Darpan Sanghavi,Benjamin Trotter, Ryan Leung

CANCER RESEARCHno. 6 (2024)

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Senior Machine Learning Engineer

论文共 33 篇作者统计合作学者相似作者