CAMCA AIxMedicine Biweekly Seminar

Scope and Objective

We at CAMCA is a group of passionate people with background in biomedical engineering, data science, artificial intelligence, and clinical practice. Our vision for this seminar is to facilitate smart healthcare delivery by bridging the expertise of clinical experts into cutting-edge AI systems, with a focus on the integration between AI and medical/biomedical applications.

Seminar Schedule

2023-3-20	Wenting Chen City University of Hong Kong	Medical Image Segmentation and Synthesis
2023-3-4	Qing Xiao Southern Medical University	Multi-modality Representation Learning for Brain Disease Diagnosis and Cancer Prognosis Analysis
2023-2-6	Abu Bakr Azam Nanyang Technological University	Automated Assessment of TILs via CD3+ Region Detection using GANs on Marker-Free H&E Images
2023-1-23	Xiang Li Massachusetts General Hospital	Introduction of the AIxMed Meeting and 2023 Schedule
2023-1-9	Cheng Chen Massachusetts General Hospital	Project Updates: Diffusion Model based Semi-superivsed Leanring on Brain Hemorrhage Image for Efficient Midline Shift Quantification
2022-12-26	Christmas Holiday	N/A
2022-12-12	Xin Yang Shenzhen University	Pair: Intelligent Medical Image Annotation Software
2022-11-28	RSNA	N/A
2022-11-14	Ruining Deng Vanderbilt University	Knowledge-infused Efficient Learning For Giga-pixel Virtual Microscopy Images
2022-10-31	Zhennong Chen Massachusetts General Hospital	Project Updates: Heart failure with preserved ejection fraction (HFpEF),Cardiac Magnetic Resonance (CMR), and AI
2022-10-17	Zahidur Rahim Talukder University of Texas at Arlington	Computationally Efficient Auto-Weighted Aggregation for Heterogeneous Federated Learning
2022-10-03	Jie "Jax" Luo Massachusetts General Hospital	Project Updates: MR-to-CT Synthesis
2022-09-19	Jian Zhou UT Southwestern Medical Center	Sequence-based Modeling of Multiscale 3D Genome Organization
2022-09-05	Labor Day	N/A
2022-08-22	Sekeun Kim Massachusetts General Hospital	Multimodal Image Registration: 2D Echocardiography and 3D CT
2022-08-08	Haoran Dou University of Leeds	Agent with Tangent-based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound
2022-07-25	Lin Zhao University of Georgia	Multi-model HCI Data Collection for Radiologists and Computer Aided Diagnosis
2022-07-11	Dufan Wu Massachusetts General Hospital	Project Updates: Brain Aneurysm Detection
2022-06-27	Wenxiong Liao South China University of Technology	Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training
2022-06-13	Sidike Paheding Michigan Technological University	Efficient Encoders-based U-Net Architectures for Medical Image Segmentation
2022-05-16	Hui Ren Massachusetts General Hospital	AI in Cardiac Imaging
2022-05-02	Eung-Joo Lee Massachusetts General Hospital	Trans-dimensional Registration
2022-04-18	Jiang Hu Massachusetts General Hospital	Project Updates: Federated Learning
2022-04-04	Jeongwan Koh Massachusetts General Hospital	Ambient Intelligence
2022-03-21	Haoqi Sun Massachusetts General Hospital	Sleeping Staging through Cardiopulmonary Signals and Its Interpretation
2022-03-07	Fan Zhang Brigham and Women's Hospital	Computational Diffusion MRI and Tractography Analysis using Machine Learning and Deep Learning
2022-02-21	Pengcheng Xu Zhejiang University	Liver Tumor Detection Using 3 Phase DCE-CT
2022-02-07	Jerome Charton Massachusetts General Hospital	Ultrasound Video Inpainting
2022-01-24	Xiang Li Massachusetts General Hospital	Decentralized Artificial Intelligence in Radiology
2022-01-10	William Plishker IGI Technologies	Investigations into Fusion

Xiang "Shaun" Li, Instructor in Investigation, Massachusetts General Hospital and Harvard Medical School

CAMCA AIxMedicine Biweekly Seminar

Scope and Objective

Seminar Schedule

Medical Image Segmentation and Synthesis

Multi-modality Representation Learning for Brain Disease Diagnosis and Cancer Prognosis Analysis

Automated Assessment of TILs via CD3+ Region Detection using GANs on Marker-Free H&E Images

Introduction of the AIxMed Meeting and 2023 Schedule

Project Updates: Diffusion Model based Semi-superivsed Leanring on Brain Hemorrhage Image for Efficient Midline Shift Quantification

Pair: Intelligent Medical Image Annotation Software

Knowledge-infused Efficient Learning For Giga-pixel Virtual Microscopy Images

Project Updates: Heart failure with preserved ejection fraction (HFpEF),Cardiac Magnetic Resonance (CMR), and AI

Computationally Efficient Auto-Weighted Aggregation for Heterogeneous Federated Learning

Project Updates: MR-to-CT Synthesis

Sequence-based Modeling of Multiscale 3D Genome Organization

Multimodal Image Registration: 2D Echocardiography and 3D CT

Agent with Tangent-based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound

Multi-model HCI Data Collection for Radiologists and Computer Aided Diagnosis

Project Updates: Brain Aneurysm Detection

Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training

Efficient Encoders-based U-Net Architectures for Medical Image Segmentation

AI in Cardiac Imaging

Trans-dimensional Registration

Project Updates: Federated Learning

Ambient Intelligence

Sleeping Staging through Cardiopulmonary Signals and Its Interpretation

Computational Diffusion MRI and Tractography Analysis using Machine Learning and Deep Learning

Liver Tumor Detection Using 3 Phase DCE-CT

Ultrasound Video Inpainting

Decentralized Artificial Intelligence in Radiology

Investigations into Fusion

Scope and Objective

Seminar Schedule