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AntTech
AntTech
Sep 6, 2024 · Artificial Intelligence

Large Model Industry Trustworthy Application Framework Research Report

Ant Group and the China Academy of Information and Communications Technology released a research report outlining a trustworthy application framework for large models in rigorous sectors such as finance and healthcare, detailing technical safeguards, industry case studies, and guidance for scalable, secure AI deployment.

AI deploymentAI governanceHealthcare AI
0 likes · 3 min read
Large Model Industry Trustworthy Application Framework Research Report
DataFunTalk
DataFunTalk
Jun 20, 2022 · Artificial Intelligence

SMedBERT: Knowledge‑Enhanced Pre‑trained Language Model for Medical Text Mining and Its Business Applications

The article introduces Dingxiangyuan's medical knowledge‑graph ecosystem, describes the construction of a four‑layer taxonomy, presents the ACL‑published SMedBERT model that injects structured medical semantics into a pre‑trained language model, and discusses its deployment in search, query expansion, and semantic matching while outlining future challenges.

Healthcare AIKnowledge GraphSMedBERT
0 likes · 13 min read
SMedBERT: Knowledge‑Enhanced Pre‑trained Language Model for Medical Text Mining and Its Business Applications
DataFunTalk
DataFunTalk
Sep 6, 2021 · Artificial Intelligence

Medical NLP at Alibaba: Data, Algorithms, and Knowledge for Smart Healthcare

This article reviews Alibaba Cloud senior algorithm expert Chen Mosha's presentation on medical NLP, covering Alibaba's healthcare business, data types, electronic medical record quality inspection, span‑based and nested NER models, term normalization, clinical trial outcome prediction, knowledge‑enhanced language models, and the CBLUE benchmark dataset.

Alibaba CloudClinical Trial PredictionHealthcare AI
0 likes · 22 min read
Medical NLP at Alibaba: Data, Algorithms, and Knowledge for Smart Healthcare
Tencent Cloud Developer
Tencent Cloud Developer
Jan 14, 2020 · Artificial Intelligence

MedicalNet: Tencent's Pre-trained Model for 3D Medical Imaging AI

MedicalNet, Tencent’s open-source framework, aggregates diverse small 3D medical imaging datasets into a large pre-training corpus, applies dataset filtering and joint spatial-pixel normalization, and provides encoder-decoder models that accelerate convergence and boost accuracy for AI-driven diagnosis in data-scarce medical imaging scenarios.

3D Medical ImagingHealthcare AIMedical Imaging AI
0 likes · 5 min read
MedicalNet: Tencent's Pre-trained Model for 3D Medical Imaging AI
Ctrip Technology
Ctrip Technology
Dec 19, 2018 · Artificial Intelligence

Design and Implementation of an AI-Powered Medical Dialogue Assistant

This article describes the challenges and solutions encountered while developing an AI-driven medical dialogue assistant, covering data acquisition, preprocessing, model selection such as DCNN and Bi‑LSTM‑CRF, question generation, and system architecture, with insights applicable to similar healthcare chatbot projects.

AIBiLSTMDCNN
0 likes · 13 min read
Design and Implementation of an AI-Powered Medical Dialogue Assistant
Tencent Cloud Developer
Tencent Cloud Developer
Aug 6, 2018 · Artificial Intelligence

Tencent's AI Breast Cancer Screening System: Technical Architecture and Implementation

Tencent's AI Breast System combines mammography, pathology, MRI and ultrasound analysis using a multi‑scale, progressive TMuNet model that processes four views, learns from physician feedback, and delivers lesion localization, malignancy scoring and automated reports, achieving up to 92% sensitivity and reducing annotation time.

AI Medical ImagingBreast Cancer DetectionComputer Vision
0 likes · 13 min read
Tencent's AI Breast Cancer Screening System: Technical Architecture and Implementation