16miku/academic-skill-eval/medical-imaging-review

Topic sentence (main claim)
  → Supporting evidence (citations + data)
  → Analysis (critical evaluation)
  → Transition to next paragraph

# [Title]: State of the Art and Future Directions
 
## Key Points
-[3-5 bullets summarizing main findings]
 
## Abstract
 
## 1. Introduction
### 1.1 Clinical Background
### 1.2 Technical Challenges
### 1.3 Scope and Contributions
 
## 2. Datasets and Evaluation Metrics
### 2.1 Public Datasets (Table 1)
### 2.2 Evaluation Metrics
 
## 3. Deep Learning Methods
### 3.1 [Category 1]
### 3.2 [Category 2]
(Table 2: Method Comparison)
 
## 4. Downstream Applications
 
## 5. Commercial Products & Clinical Translation (Table 3)
 
## 6. Discussion
### 6.1 Current Limitations
### 6.2 Future Directions
 
## 7. Conclusion
 
## References

### 3.X [Method Category]
 
[1-2 paragraph introduction with motivation]
 
**[Method Name]:** [Author] et al. [ref] proposed [method], which [innovation]:
-[Key component 1]
-[Key component 2]
Achieves Dice of X.XX on [dataset].
 
**Limitations:** Despite advantages, [category] methods face:
(1) [limit 1]; (2) [limit 2].

# Data citation
"...achieved Dice of 0.89 [23]"
 
# Method citation
"Gu et al. [45] proposed..."
 
# Multi-citation
"Several studies demonstrated... [12, 15, 23]"
 
# Comparative
"While [12] focused on..., [15] addressed..."