diff --git a/crates/erp-health/src/dto/consultation_dto.rs b/crates/erp-health/src/dto/consultation_dto.rs
index 8b09a2a..0beb09f 100644
--- a/crates/erp-health/src/dto/consultation_dto.rs
+++ b/crates/erp-health/src/dto/consultation_dto.rs
@@ -8,6 +8,8 @@ pub struct SessionResp {
     pub id: Uuid,
     pub patient_id: Uuid,
     pub doctor_id: Option<Uuid>,
+    pub patient_name: Option<String>,
+    pub doctor_name: Option<String>,
     pub consultation_type: String,
     pub status: String,
     pub last_message_at: Option<chrono::DateTime<chrono::Utc>>,
diff --git a/crates/erp-health/src/dto/follow_up_dto.rs b/crates/erp-health/src/dto/follow_up_dto.rs
index d1e6ce0..379dea9 100644
--- a/crates/erp-health/src/dto/follow_up_dto.rs
+++ b/crates/erp-health/src/dto/follow_up_dto.rs
@@ -49,6 +49,7 @@ pub struct FollowUpTaskResp {
     pub id: Uuid,
     pub patient_id: Uuid,
     pub assigned_to: Option<Uuid>,
+    pub patient_name: Option<String>,
     pub follow_up_type: String,
     pub planned_date: NaiveDate,
     pub status: String,
diff --git a/crates/erp-health/src/service/consultation_service.rs b/crates/erp-health/src/service/consultation_service.rs
index 62661f3..1788069 100644
--- a/crates/erp-health/src/service/consultation_service.rs
+++ b/crates/erp-health/src/service/consultation_service.rs
@@ -12,7 +12,7 @@ use erp_core::error::check_version;
 use erp_core::types::PaginatedResponse;
 
 use crate::dto::consultation_dto::*;
-use crate::entity::{consultation_message, consultation_session, patient};
+use crate::entity::{consultation_message, consultation_session, doctor_profile, patient};
 use crate::error::{HealthError, HealthResult};
 use crate::service::validation::{validate_sender_role, validate_content_type, validate_consultation_type};
 use crate::state::HealthState;
@@ -25,6 +25,7 @@ use erp_core::crypto as pii;
 fn model_to_session_resp(m: consultation_session::Model) -> SessionResp {
     SessionResp {
         id: m.id, patient_id: m.patient_id, doctor_id: m.doctor_id,
+        patient_name: None, doctor_name: None,
         consultation_type: m.consultation_type, status: m.status,
         last_message_at: m.last_message_at,
         unread_count_patient: m.unread_count_patient,
@@ -216,8 +217,43 @@ pub async fn export_sessions(
         .all(&state.db)
         .await?;
 
+    // 批量查询 patient_name 和 doctor_name
+    let patient_ids: std::collections::HashSet<Uuid> = models.iter().map(|m| m.patient_id).collect();
+    let doctor_ids: std::collections::HashSet<Uuid> = models.iter().filter_map(|m| m.doctor_id).collect();
+
+    let patient_names: std::collections::HashMap<Uuid, String> = if !patient_ids.is_empty() {
+        patient::Entity::find()
+            .filter(patient::Column::Id.is_in(patient_ids))
+            .filter(patient::Column::TenantId.eq(tenant_id))
+            .all(&state.db)
+            .await?
+            .into_iter()
+            .map(|p| (p.id, p.name))
+            .collect()
+    } else {
+        std::collections::HashMap::new()
+    };
+
+    let doctor_names: std::collections::HashMap<Uuid, String> = if !doctor_ids.is_empty() {
+        doctor_profile::Entity::find()
+            .filter(doctor_profile::Column::Id.is_in(doctor_ids))
+            .filter(doctor_profile::Column::TenantId.eq(tenant_id))
+            .all(&state.db)
+            .await?
+            .into_iter()
+            .map(|d| (d.id, d.name))
+            .collect()
+    } else {
+        std::collections::HashMap::new()
+    };
+
     let total_pages = total.div_ceil(limit.max(1));
-    let data = models.into_iter().map(model_to_session_resp).collect();
+    let data = models.into_iter().map(|m| {
+        let mut resp = model_to_session_resp(m.clone());
+        resp.patient_name = patient_names.get(&m.patient_id).cloned();
+        resp.doctor_name = m.doctor_id.and_then(|did| doctor_names.get(&did).cloned());
+        resp
+    }).collect();
 
     Ok(PaginatedResponse { data, total, page: page_num, page_size: limit, total_pages })
 }
diff --git a/crates/erp-health/src/service/follow_up_service.rs b/crates/erp-health/src/service/follow_up_service.rs
index 7db742f..49d02af 100644
--- a/crates/erp-health/src/service/follow_up_service.rs
+++ b/crates/erp-health/src/service/follow_up_service.rs
@@ -13,6 +13,7 @@ use erp_core::types::PaginatedResponse;
 
 use crate::dto::follow_up_dto::*;
 use crate::entity::{follow_up_record, follow_up_task, patient};
+use std::collections::{HashMap, HashSet};
 use crate::error::{HealthError, HealthResult};
 use crate::service::validation::validate_follow_up_type;
 use crate::state::HealthState;
@@ -51,8 +52,25 @@ pub async fn list_tasks(
         .await?;
 
     let total_pages = total.div_ceil(limit.max(1));
+
+    // 批量查询 patient_name
+    let patient_ids: HashSet<Uuid> = models.iter().map(|m| m.patient_id).collect();
+    let patient_names: HashMap<Uuid, String> = if !patient_ids.is_empty() {
+        patient::Entity::find()
+            .filter(patient::Column::Id.is_in(patient_ids))
+            .filter(patient::Column::TenantId.eq(tenant_id))
+            .all(&state.db)
+            .await?
+            .into_iter()
+            .map(|p| (p.id, p.name))
+            .collect()
+    } else {
+        HashMap::new()
+    };
+
     let data = models.into_iter().map(|m| FollowUpTaskResp {
         id: m.id, patient_id: m.patient_id, assigned_to: m.assigned_to,
+        patient_name: patient_names.get(&m.patient_id).cloned(),
         follow_up_type: m.follow_up_type, planned_date: m.planned_date,
         status: m.status, content_template: m.content_template,
         related_appointment_id: m.related_appointment_id,
@@ -77,6 +95,7 @@ pub async fn get_task(
 
     Ok(FollowUpTaskResp {
         id: m.id, patient_id: m.patient_id, assigned_to: m.assigned_to,
+        patient_name: None,
         follow_up_type: m.follow_up_type, planned_date: m.planned_date,
         status: m.status, content_template: m.content_template,
         related_appointment_id: m.related_appointment_id,
@@ -137,6 +156,7 @@ pub async fn create_task(
 
     Ok(FollowUpTaskResp {
         id: m.id, patient_id: m.patient_id, assigned_to: m.assigned_to,
+        patient_name: None,
         follow_up_type: m.follow_up_type, planned_date: m.planned_date,
         status: m.status, content_template: m.content_template,
         related_appointment_id: m.related_appointment_id,
@@ -207,6 +227,7 @@ pub async fn update_task(
 
     Ok(FollowUpTaskResp {
         id: m.id, patient_id: m.patient_id, assigned_to: m.assigned_to,
+        patient_name: None,
         follow_up_type: m.follow_up_type, planned_date: m.planned_date,
         status: m.status, content_template: m.content_template,
         related_appointment_id: m.related_appointment_id,