Harshita Sharma
Cambridge, England, United Kingdom
4K followers
500+ connections
About
I'm a senior researcher in Biomedical Imaging at Microsoft Health Futures, exploring…
Activity
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People are building so many cool things with Phi-3, now with fine-tuning and very nice improvements in instruction following and overall quality…
People are building so many cool things with Phi-3, now with fine-tuning and very nice improvements in instruction following and overall quality…
Liked by Harshita Sharma
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I'm excited to share the results of our first work with Paige, published today in Nature Medicine. Virchow is a 632M parameter foundation model for…
I'm excited to share the results of our first work with Paige, published today in Nature Medicine. Virchow is a 632M parameter foundation model for…
Liked by Harshita Sharma
Experience
Education
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Technische Universität Berlin
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Activities and Societies: DAAD, IEEE, INSTICC, SPIE
Full-time DAAD PhD scholarship.
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Activities and Societies: DAAD
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Activities and Societies: Member of Student's Council GGSIPU, Council Member of Greensphere Eco-Club IGIT, Student Member of IEEE.
B.Tech
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Licenses & Certifications
Publications
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RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision
https://arxiv.org/abs/2401.10815
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(Co-author) A Machine Learning Method for Automated Description and Workflow Analysis of First Trimester Ultrasound Scans
IEEE Transactions on Medical Imaging
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Weakly Supervised Captioning of Ultrasound Images
Annual Conference on Medical Image Understanding and Analysis (MIUA) 2022
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Clinical workflow of sonographers performing fetal anomaly ultrasound scans: deep learning-based analysis
Ultrasound in Obstetrics & Gynecology
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(Co-author) A picture is worth 1000 words: textual analysis of routine 20‐week scan
Ultrasound in Obstetrics and Gynecology
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(Co-author) Visualising Spatio-Temporal Gaze Characteristics for Exploratory Data Analysis in Clinical Fetal Ultrasound Scans
ETRA '22: 2022 Symposium on Eye Tracking Research and Applications
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(Co-author) Multimodal Continual Learning with Sonographer Eye-Tracking in Fetal Ultrasound
Simplifying Medical Ultrasound. ASMUS 2021. Lecture Notes in Computer Science, vol 12967. Springer, Cham.
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Towards Scale and Position Invariant Task Classification Using Normalised Visual Scanpaths in Clinical Fetal Ultrasound
In: Noble J.A., Aylward S., Grimwood A., Min Z., Lee SL., Hu Y. (eds) Simplifying Medical Ultrasound. ASMUS 2021. Lecture Notes in Computer Science, vol 12967. Springer, Cham.
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Machine Learning-based Analysis of Operator Pupillary Response to Assess Cognitive Workload in Clinical Ultrasound Imaging
Computers in Biology and Medicine
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OC10.02: Task‐evoked pupillary response as an index of cognitive workload of sonologists undertaking fetal ultrasound
Ultrasound in Obstetrics and Gynecology
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OC10.11: The data science of obstetric ultrasound: automatic analysis of full‐length anomaly scans using machine learning algorithms
Ultrasound in Obstetrics and Gynecology
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(Co-author) Differentiating Operator Skill During Routine Fetal Ultrasound Scanning Using Probe Motion Tracking
In: Hu Y. et al. (eds) Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis. ASMUS 2020, PIPPI 2020. Lecture Notes in Computer Science, vol 12437. Springer, Cham.
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A Curriculum Learning Based Approach to Captioning Ultrasound Images
In: Hu Y. et al. (eds) Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis. ASMUS 2020, PIPPI 2020. Lecture Notes in Computer Science, vol 12437. Springer, Cham.
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(Co-author) Discovering Salient Anatomical Landmarks by Predicting Human Gaze
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), Iowa City, IA, USA, 2020, pp. 1711-1714
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(Co-author) Towards Capturing Sonographic Experience: Cognition-Inspired Ultrasound Video Saliency Prediction
In: Zheng Y., Williams B., Chen K. (eds) Medical Image Understanding and Analysis. MIUA 2019. Communications in Computer and Information Science, vol 1065. Springer, Cham
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Evaluation of Gaze Tracking Calibration for Longitudinal Biomedical Imaging Studies
IEEE Transactions on Cybernetics
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Captioning Ultrasound Images Automatically
In: Shen D. et al. (eds) Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. MICCAI 2019. Lecture Notes in Computer Science, vol 11767. Springer, Cham
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(Co-author) Efficient Ultrasound Image Analysis Models with Sonographer Gaze Assisted Distillation
In: Shen D. et al. (eds) Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. MICCAI 2019. Lecture Notes in Computer Science, vol 11767. Springer, Cham
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Spatio-Temporal Partitioning and Description of Full- Length Routine Fetal Anomaly Ultrasound Scans
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, 2019, pp. 987-990
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(Co-author) Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention
In: Chung A., Gee J., Yushkevich P., Bao S. (eds) Information Processing in Medical Imaging. IPMI 2019. Lecture Notes in Computer Science, vol 11492. Springer, Cham
https://arxiv.org/abs/1903.02974
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(Co-author) Monitoring Sonographer Performance: The Perception Ultrasound by Learning Sonographer Experience (PULSE) study
In: Special Issue: Official Proceedings of the 2019 AIUM Convention, Journal of Ultrasound in Medicine
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Deep convolutional neural networks for automatic classification of gastric carcinoma using whole slide images in digital histopathology
Computerized Medical Imaging and Graphics (Elsevier)
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A comparative study of cell nuclei attributed relational graphs for knowledge description and categorization in histopathological gastric cancer whole slide images
IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS) 2017
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(Abstract) Medical image analysis of gastric carcinoma in digital histopathology
Arbeitsgemeinschaft DGP: AG06
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Medical image analysis of gastric cancer in digital histopathology: methods, applications and challenges
Technische Universität Berlin
Doctoral Thesis
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Deep convolutional neural networks for histological image analysis in gastric carcinoma whole slide images
13th European Congress on Digital Pathology
Presentation video
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Cell nuclei attributed relational graphs for efficient representation and classification of gastric cancer in digital histopathology
Proceedings of SPIE Medical Imaging
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Appearance-based Necrosis Detection Using Textural Features and SVM with Discriminative Thresholding in Histopathological Whole Slide Images
Proceedings of the IEEE International Conference on Bioinformatics and Bioengineering (BIBE) 2015,Belgrade, Serbia
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A Multi-resolution Approach for Combining Visual Information using Nuclei Segmentation and Classification in Histopathological Images
Proceedings of the International Conference on Computer Vision Theory and Applications, pp. 37-46, Berlin, Germany
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Histopathological Image Analysis for Determining Tissue Composition in Gastric Cancer
Proceedings of the Digital Pathology Congress 2014, London, UK, December 2014
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A Novel Technique Combining Euclidian Distance Measure and DHMM for Automatic Speaker Recognition
Proceedings of INDIACom-2010, New Delhi, India
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A Content-Based Medical Image Mining System for Knowledge Discovery in Medical Images
Proceedings of National Conference on Information Management in Knowledge Economy 2010, Delhi, India
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Enhancement of Medical Images Using a Novel Frobenius Norm Filtering Method
Proceedings of CERA 2009, IIT Roorkee, India
Courses
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Developing Learning and Teaching at Oxford (DLT)
1
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Faculty Development Program - Super Attitude for Success
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German Language Course-Carls-Duisberg Training Center, Berlin, Germany (B1+)
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German Language Course-Max Mueller Bhawan, New Delhi (A1)
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German Language Course-Zentraleinrichtung Moderne Sprachen (ZEMS), TU Berlin, Germany (A2)
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ISTE Workshop on Aakash for Education
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Java
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Multiple courses on research and teaching
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Projects
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Deep learning in digital histopathology
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Medical image analysis of gastric cancer
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Automatic necrosis detection in histological WSI
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Multiresolution segmentation
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Determining Similarity in Histological Images using Graph-Theoretic Description and Matching Methods for Content-Based Image Retrieval in Medical Diagnostics
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Completed during IIT-DAAD MSP Scholarship (2011-12).
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Determining Similarity in Histological Images using Graph-Theoretic Description and Matching Methods for Content-Based Image Retrieval in Medical Diagnostics
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Completed during IIT-DAAD MSP Scholarship (2011-12).
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Interactive segmentation of medical images using semi-supervised learning techniques
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Curvelets and their applications in medical image processing
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Content Based Image Retrieval System for knowledge discovery in medical images
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Automatic Speaker Recognition System “VANI”
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Enhancement of Medical Images using a Novel Frobenius Norm Filtering Method
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Honors & Awards
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IEEE TMI Distinguished Reviewer Bronze
IEEE Transactions on Medical Imaging (TMI)
Certificate of IEEE TMI Bronze Distinguished Reviewer in recognition of contribution to TMI.
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SEDA PDF Supporting Learning award certificate, a portable accredited qualification in Higher Education teaching
SEDA
The award is aligned to the UK Professional Standards Framework (UKPSF) for Teaching and Supporting Learning in Higher Education, at Descriptor 1.
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Selection and Grant for 68th Lindau Nobel Laureate Meeting 2018 as a MARS Fellow
Lindau Nobel Laureate Meetings
Qualified in a global competition among young scientists worldwide to participate in the Lindau Nobel Laureate Meetings. "Only the 600 most qualified young scientists can be given the opportunity to enrich and share the unique atmosphere of the Lindau Nobel Laureate Meetings."
Special mention by Lindau Nobel Laureate Meeting (Women in research blog): https://www.lindau-nobel.org/blog-women-in-research-atlino18-
harshita-sharma-from-india/ -
Selection and Grant to participate in "TU Berlin Around the World"
TU Berlin
TU Berlin Newsletter “TU Intern”: http://archiv.pressestelle.tu-berlin.de/tui/18mai/#12
TU Berlin Alumni Workshop Video: “Alumni Memories” on official Youtube Channel TUBerlinTV
Pt.1: https://www.youtube.com/watch?v=D7yekbLkCTg
Pt.2: https://www.youtube.com/watch?v=zhbx66737q0
Pt.3: https://www.youtube.com/watch?v=0R_ngxr-kUU
TU Berlin Alumni contact page: https://www.alumni.tu-berlin.de/?id=3426&L=1
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Felicitation and Invitation for guest lecture (Medical Image Analysis using Modern Description and Learning Techniques)
NIEC, New Delhi
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Future-Medicine-Scholarship for Future-Medicine Science Match
Verlag Der Tagesspiegel
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Best Poster Award, Digital Pathology, SPIE Medical Imaging, San Diego, California, US
SPIE
http://spie.org/about-spie/press-room/event-news-details/spie-medical-imaging-2016-news-and-photos
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Robert F. Wagner All-Conference Best Student Paper Award (Conference Finalist: Digital Pathology), San Diego, California, US
SPIE
http://spie.org/MI/special-events/Awards
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Selected for participation and poster presentation at 3rd Heidelberg Laureate Forum, Heidelberg, Germany
HLF
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Invitation and felicitation for lecture at DAAD WISE meeting, Free University Berlin, Germany
DAAD
www.india.diplo.de/Vertretung/indien/en/__pr/Edu__Science__News/DAAD__wise.html
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Full-time DAAD PhD scholarship
DAAD
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Topper in M.Tech, Department of Electrical Engineering, IIT Roorkee: Late Smt. Uma Goyal Memorial Cash Prize for Highest Cumulative GPA
IIT Roorkee
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IIT/DAAD Master Sandwich Scholarship
DAAD
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Merit Rank 27 in All-India ISRO Recruitment Drive for Engineer-Scientist
Indian Space Research Organization
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98.82 Percentile, score 637 in GATE (EC): GEN
MHRD, India
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Selection in Campus Recruitment Drives by Ericsson, Infosys and TCS
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Topper in B. Tech, ECE Department, IGDTUW (2009-10): Cash Prize
GGSIPU
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Grade-A (Excellent)
Defense Research and Development Organisation
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Membership of Students’ Council of GGSIPU (as declared the topper in ECE, IGIT on the basis of CPI based on all previous semesters)
GGSIPU
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Topper in B. Tech, ECE Department, IGDTUW (2008-09): Cash Prize
GGSIPU
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Topper (2nd position) in B. Tech, ECE Department, IGDTUW (2007-08): Cash Prize
GGSIPU
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Proficiency awards (overall and subject-wise topper) at DPS, VK
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awarded for securing above 90% for 11 successive years and highest marks in several subjects.
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Gold Medal for Excellence in Academics
DPS, VK
Awarded 7 Scholar Badges, 2 Scholar Blazers and the Scholar Tie for successive years.
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Scholarship (cash prize)
CBSE
For scoring above 95% in Sanskrit in CBSE X board examination
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1st Position in Bournvita Quiz Contest
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"Balkanji Bari Rashtriya Kavita Award”, National Poetry Writing Competition
Balkan ji bari
3rd Position
Languages
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English
Professional working proficiency
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Hindi
Native or bilingual proficiency
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German
Limited working proficiency
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Sanskrit
Elementary proficiency
Organizations
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ACM
Professional member
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Future Medicine Group
Editorial advisory board member
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International Journal of Imaging Systems and Technology (IMA)
Editorial Board Member
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UKRI Early Career Researcher Forum
Member
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International Society of Ultrasound in Obstetrics and Gynaecology (ISUOG)
Member
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European Society of Integrative Digital Pathology (ESDIP)
Scientific Committee Member
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Springer
Reviewer
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Lindau Nobel Laureate Meeting Alumni Network
Alumna
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Elsevier
Author, Reviewer
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TU Berlin Alumni
Alumni member
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CES
Assistant Member
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MedIAN
Member
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WISE campaign
Individual Member
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DAAD Alumni
Alumni member
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IEEE
Reviewer
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Science Advisory Board
Member
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SPIE
Author
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INSTICC
Member
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Students’ Council GGSIPU
Member
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IEEE
Student Member
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More activity by Harshita
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We started the original Intelligent Ultrasound as a spin out from University of Oxford. As an academic co-founder with Alison Noble it’s been an…
We started the original Intelligent Ultrasound as a spin out from University of Oxford. As an academic co-founder with Alison Noble it’s been an…
Liked by Harshita Sharma
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Just published: SPLICE - Streamlining Digital Pathology Image Processing A new unsupervised algorithm for patching WSIs; - finally a better…
Just published: SPLICE - Streamlining Digital Pathology Image Processing A new unsupervised algorithm for patching WSIs; - finally a better…
Liked by Harshita Sharma
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🎉 Exciting news 🎉 I’m very honored to have been awarded the 𝐌𝐚𝐫𝐠𝐚𝐫𝐞𝐭 𝐚𝐧𝐝 𝐌𝐚𝐫𝐭𝐢𝐧 𝐆𝐨𝐭𝐡𝐞𝐫𝐢𝐝𝐠𝐞 𝐀𝐰𝐚𝐫𝐝 🏆 by the BFWG…
🎉 Exciting news 🎉 I’m very honored to have been awarded the 𝐌𝐚𝐫𝐠𝐚𝐫𝐞𝐭 𝐚𝐧𝐝 𝐌𝐚𝐫𝐭𝐢𝐧 𝐆𝐨𝐭𝐡𝐞𝐫𝐢𝐝𝐠𝐞 𝐀𝐰𝐚𝐫𝐝 🏆 by the BFWG…
Liked by Harshita Sharma
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🎉 Introducing GPT-4o mini, OpenAI's new flagship model now available on Azure AI. GPT-4o mini can reason across vision and text at faster speeds and…
🎉 Introducing GPT-4o mini, OpenAI's new flagship model now available on Azure AI. GPT-4o mini can reason across vision and text at faster speeds and…
Liked by Harshita Sharma
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We agree on great potential for #AI to improve accuracy of medical diagnoses https://lnkd.in/gnWbKN4J My piece in Science https://lnkd.in/gRsM84ku
We agree on great potential for #AI to improve accuracy of medical diagnoses https://lnkd.in/gnWbKN4J My piece in Science https://lnkd.in/gRsM84ku
Liked by Harshita Sharma
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Excited to attend the Mayo AI Summit July 8-9: https://ai-summit.com/ Privileged to join esteemed speakers John Halamka, M.D., M.S., Thomas Fuchs…
Excited to attend the Mayo AI Summit July 8-9: https://ai-summit.com/ Privileged to join esteemed speakers John Halamka, M.D., M.S., Thomas Fuchs…
Liked by Harshita Sharma
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Excited to announce that our paper, "ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image", has been accepted to…
Excited to announce that our paper, "ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image", has been accepted to…
Liked by Harshita Sharma
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BSG 2024 was an absolute blast! It was fantastic to see the enthusiasm for capsule sponge, particularly when attendees could try the procedure…
BSG 2024 was an absolute blast! It was fantastic to see the enthusiasm for capsule sponge, particularly when attendees could try the procedure…
Liked by Harshita Sharma
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Six widely-esteemed recipients were awarded honorary degrees from Oxford University at Encaenia today. Congratulations to: - Warren East - Sir…
Six widely-esteemed recipients were awarded honorary degrees from Oxford University at Encaenia today. Congratulations to: - Warren East - Sir…
Liked by Harshita Sharma
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I think we may be approaching a tipping point in AI for medical imaging. Incredible progress at the @CVPR workshop on foundation models for medical…
I think we may be approaching a tipping point in AI for medical imaging. Incredible progress at the @CVPR workshop on foundation models for medical…
Liked by Harshita Sharma
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Check out Tyche, our strategy for solving stochastic segmentation in-context, at CVPR on Thursday morning poster 146! ML segmentation methods are…
Check out Tyche, our strategy for solving stochastic segmentation in-context, at CVPR on Thursday morning poster 146! ML segmentation methods are…
Liked by Harshita Sharma
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